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force of Nature – a passionate team – to leverage Nature’s genius.","Leveraging Nature's genius to tackle urgent global challenges. - [ Home Watch 20-ish Questions with Donald E. Ingber](https:\u002F\u002Fwyss.harvard.edu\u002Fmedia-post\u002F20-ish-questions-with-donald-e-ingber\u002F) - [ Home Humans of the Wyss Alex Li on enabling technology translation](https:\u002F\u002Fwyss.harvard.edu\u002Fnews\u002Fhumans-of-the-wyss-alex-li-on-enabling-technology-translation\u002F) - [ Home PFASense Fast, In-Field Testing for Forever Chemicals](https:\u002F\u002Fwyss.harvard.edu\u002Ftechnology\u002Fpfasense-fast-in-field-testing-for-forever-chemicals\u002F) A Force of Nature It takes a force of Nature – a passionate team – to leverage Nature’s genius. Nature has the answers to the world’s big problems. Only a Force of Nature – an organization of passionate people driven by impatience, hope, and biologically-inspired engineering – can unlock those answers. By relentlessly focusing on human and planetary health, our teams are creating novel solutions in cancer, women’s health, brain health, aging, infectious disease, environmental sustainability, and beyond. Home The Wyss Effect A cascade of innovation beyond our walls. We combine the depth of academic science with the speed and flexibility of industry, turning groundbreaking discoveries into market-ready solutions. This unique model fuels what we call _The Wyss Effect_ – a cascade of innovation that influences science, engineering, and technology far beyond our walls, accelerating progress for patients and the planet. That’s the power of The Wyss Effect. [ Human Organs-on-Chips Emulate, Inc. Human Organs-on-Chips Organ Chips are microfluidic devices lined with living human cells for drug development, disease modeling, and personalized medicine. Launched in 2014, Wyss startup Emulate, Inc., is leveraging the Wyss Institute’s Organ Chip technology to mimic human organs _in vitro_, enabling faster, better, and cheaper drug development and insights into human health. ](https:\u002F\u002Fwyss.harvard.edu\u002Ftechnology\u002Fhuman-organs-on-chips\u002F) [ Multiplexed Protein Binding and Barcoding Platform for Drug Development Manifold Bio Multiplexed Protein Binding and Barcoding Platform for Drug Development Manifold Bio is commercializing an end-to-end drug discovery and development platform to improve the efficiency of protein therapeutic creation. ](https:\u002F\u002Fwyss.harvard.edu\u002Ftechnology\u002Fmultiplexed-protein-binding-and-barcoding-platform-for-drug-development\u002F) [ Active Mattress for Infant Health Prapela Active Mattress for Infant Health Prapela is commercializing a gently vibrating mattress pad that helps soothe infants and normalize their breathing to address a variety of health conditions. ](https:\u002F\u002Fwyss.harvard.edu\u002Ftechnology\u002Factive-mattress-for-infant-health\u002F) - Publications 0 - Patents Filed 0 - Licenses Supported 0 - Startups Enabled 0 Collaboration at a Higher Level Our scientists, engineers and clinicians, who come from Harvard's Schools of Medicine, Engineering, Arts & Sciences, and Design as well as 12 collaborating academic institutions and hospitals, work alongside staff with industrial experience in product development to engineer transformative solutions to some of the world’s greatest problems. - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Next - Prev The world can't wait. With your support, we will move discoveries out of the lab and into the world, where they can do the most good – right now. Give today The world can't wait. With your support, we will move discoveries out of the lab and into the world, where they can do the most good – right now. Give today Want to know more? - HomeOur Team - HomeNews - HomeTechnologies - HomeAbout",true,1,"1",{"id":419,"height":13,"width":12,"blurhash":420},"b1cb2b79-1f7d-465b-a629-0dd552c8f1d9","radial-gradient(at 0 0,#220131,#00000000 50%),radial-gradient(at 33% 0,#270d39,#00000000 50%),radial-gradient(at 67% 0,#1c1d3d,#00000000 50%),radial-gradient(at 100% 0,#000034,#00000000 50%),radial-gradient(at 0 50%,#635f64,#00000000 50%),radial-gradient(at 33% 50%,#777782,#00000000 50%),radial-gradient(at 67% 50%,#6f788b,#00000000 50%),radial-gradient(at 100% 50%,#4e5668,#00000000 50%),radial-gradient(at 0 100%,#524633,#00000000 50%),radial-gradient(at 33% 100%,#605856,#00000000 50%),radial-gradient(at 67% 100%,#5c616a,#00000000 50%),radial-gradient(at 100% 100%,#555658,#00000000 50%)",{"id":422,"height":15,"width":14,"blurhash":48},"3d8b9c12-06f1-429c-ae9d-c0adf5f89f49",[424,427,430,433,436,439,442,445,448,451,454,457,460,463,466,469,472,475,478,481,484,487,490,493,496,499,502,505],{"directus_files_id":425},{"id":426},"83018a19-44e4-434b-9449-3a568ebae15e",{"directus_files_id":428},{"id":429},"bc8e3a1c-9370-4ea0-82f9-7d6ffe8eafc5",{"directus_files_id":431},{"id":432},"2ef5ddf2-b9cf-4d89-96f6-ebc1317191b8",{"directus_files_id":434},{"id":435},"d15edf90-6a25-427b-82c3-3451fe9bbf71",{"directus_files_id":437},{"id":438},"2b6dcde3-fb5b-4cbf-bf7c-d8b56c177abc",{"directus_files_id":440},{"id":441},"2bd64dc0-ec9e-4ca9-ab37-05233880af40",{"directus_files_id":443},{"id":444},"4d7df334-53ec-48b8-a294-e8d80a801da1",{"directus_files_id":446},{"id":447},"4bd1459b-21d7-4c65-b604-8d6af3644aa2",{"directus_files_id":449},{"id":450},"e71ff3b9-f217-4cc2-8fb3-b67232b9d312",{"directus_files_id":452},{"id":453},"32e723ff-874e-428f-947e-d522f3f7b8ab",{"directus_files_id":455},{"id":456},"e5676fbc-2c61-402d-97e4-99f18e5e3c50",{"directus_files_id":458},{"id":459},"381b1755-d205-4f63-8861-938c2fac4754",{"directus_files_id":461},{"id":462},"653df4be-cabd-4d33-84b8-7194709d18ce",{"directus_files_id":464},{"id":465},"6d431dae-f26a-4bd7-a830-6acbd7d2df72",{"directus_files_id":467},{"id":468},"62b3bbd2-9b01-462c-b7ec-b097ceadd857",{"directus_files_id":470},{"id":471},"2d9b15b8-8c6e-44e7-ae6c-557226c665a1",{"directus_files_id":473},{"id":474},"bcd32f3c-81b4-423f-a8d7-8b2b7dfda089",{"directus_files_id":476},{"id":477},"1b153ca6-bdde-47bd-9151-57585700c051",{"directus_files_id":479},{"id":480},"5ca63ad9-bbd4-4453-bc68-6b815c04a147",{"directus_files_id":482},{"id":483},"29a9dcbb-9c81-4924-81df-0ca57e5c96a6",{"directus_files_id":485},{"id":486},"77b0ea04-b331-4f02-821d-23b22af178f0",{"directus_files_id":488},{"id":489},"e88813b0-0826-4b8e-a4dd-6461661cb000",{"directus_files_id":491},{"id":492},"51a5e67c-db6b-48d5-88b1-4b06194af1f0",{"directus_files_id":494},{"id":495},"fb063b31-8333-4647-bc3b-d02c472dd3bb",{"directus_files_id":497},{"id":498},"78b8e2be-8890-4cfb-970b-a4f21c05a027",{"directus_files_id":500},{"id":501},"b275ade6-a585-4299-b725-dd78f02edd25",{"directus_files_id":503},{"id":504},"7ab6f461-a07b-49e6-a378-bc94953f8225",{"directus_files_id":506},{"id":507},"6756d83f-77e5-445f-83c7-91e1a4406398",[509],{"languages_code":510,"description":511},"en","The Wyss Institute at Harvard serves as a premier research and development engine, bridging the gap between laboratory discovery and real-world application. Its purpose is to leverage bioinspired technologies to solve urgent global challenges, focusing on disruptive innovation that translates scientific breakthroughs into tangible societal benefits. The site functions as a high-level portal for researchers, industry collaborators, and prospective talent.\n\nThe visual identity is sophisticated, authoritative, and modern, utilizing a deep navy and white color palette that evokes academic prestige and scientific rigor. The design employs bold, impactful typography and high-quality human-centric photography to ground complex technological concepts in real-world impact. The layout is clean and structured, balancing large-scale hero imagery with data-driven metrics to communicate both the human element and the massive scale of their scientific achievements.","Education & Courses",[30,26,34],[40],[111,516,517],"Atlas Grotesk","Tiempos",[323,151,519,324],"The SEO Framework",[521,522,524,525],{"score":284,"category":159},{"score":523,"category":162},98,{"score":166,"category":165},{"score":166,"category":168},[527,529,530,531],{"score":528,"category":159},56,{"score":523,"category":162},{"score":166,"category":165},{"score":166,"category":168},[190,186,178],"Website: Wyss Institute. Page: Homepage. Page type: Home \u002F Landing Page. Page title: Wyss Institute | Wyss Institute at Harvard. Page description: It takes a force of Nature – a passionate team – to leverage Nature’s genius.. Page content: Leveraging Nature's genius to tackle urgent global challenges. - [ Home Watch 20-ish Questions with Donald E. Ingber](https:\u002F\u002Fwyss.harvard.edu\u002Fmedia-post\u002F20-ish-questions-with-donald-e-ingber\u002F) - [ Home Humans of the Wyss Alex Li on enabling technology translation](https:\u002F\u002Fwyss.harvard.edu\u002Fnews\u002Fhumans-of-the-wyss-alex-li-on-enabling-technology-translation\u002F) - [ Home PFASense Fast, In-Field Testing for Forever Chemicals](https:\u002F\u002Fwyss.harvard.edu\u002Ftechnology\u002Fpfasense-fast-in-field-testing-for-forever-chemicals\u002F) A Force of Nature It takes a force of Nature – a passionate team – to leverage Nature’s genius. Nature has the answers to the world’s big problems. Only a Force of Nature – an organization of passionate people driven by impatience, hope, and biologically-inspired engineering – can unlock those answers. By relentlessly focusing on human and planetary health, our teams are creating novel solutions in cancer, women’s health, brain health, aging, infectious disease, environmental sustainability, and beyond. Home The Wyss Effect A cascade of innovation beyond our walls. We combine the depth of academic science with the speed and flexibility of industry, turning groundbreaking discoveries into market-ready solutions. This unique model fuels what we call _The Wyss Effect_ – a cascade of innovation that influences science, engineering, and technology far beyond our walls, accelerating progress for patients and the planet. That’s the power of The Wyss Effect. [ Human Organs-on-Chips Emulate, Inc. Human Organs-on-Chips Organ Chips are microfluidic devices lined with living human cells for drug development, disease modeling, and personalized medicine. Launched in 2014, Wyss startup Emulate, Inc., is leveraging the Wyss Institute’s Organ Chip technology to mimic human organs _in vitro_, enabling faster, better, and cheaper drug development and insights into human health. ](https:\u002F\u002Fwyss.harvard.edu\u002Ftechnology\u002Fhuman-organs-on-chips\u002F) [ Multiplexed Protein Binding and Barcoding Platform for Drug Development Manifold Bio Multiplexed Protein Binding and Barcoding Platform for Drug Development Manifold Bio is commercializing an end-to-end drug discovery and development platform to improve the efficiency of protein therapeutic creation. ](https:\u002F\u002Fwyss.harvard.edu\u002Ftechnology\u002Fmultiplexed-protein-binding-and-barcoding-platform-for-drug-development\u002F) [ Active Mattress for Infant Health Prapela Active Mattress for Infant Health Prapela is commercializing a gently vibrating mattress pad that helps soothe infants and normalize their breathing to address a variety of health conditions. ](https:\u002F\u002Fwyss.harvard.edu\u002Ftechnology\u002Factive-mattress-for-infant-health\u002F) - Publications 0 - Patents Filed 0 - Licenses Supported 0 - Startups Enabled 0 Collaboration at a Higher Level Our scientists, engineers and clinicians, who come from Harvard's Schools of Medicine, Engineering, Arts & Sciences, and Design as well as 12 collaborating academic institutions and hospitals, work alongside staff with industrial experience in product development to engineer transformative solutions to some of the world’s greatest problems. - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Home - Next - Prev The world can't wait. With your support, we will move discoveries out of the lab and into the world, where they can do the most good – right now. Give today The world can't wait. With your support, we will move discoveries out of the lab and into the world, where they can do the most good – right now. Give today Want to know more? - HomeOur Team - HomeNews - HomeTechnologies - HomeAbout. A Clean \u002F Minimalist, Corporate \u002F Professional, Typographic \u002F Big Type website in the Education & Courses industry. The overall color palette features Black, Gray, White. The typography features Graphik (Sans Serif, Commercial Type), Atlas Grotesk (Sans Serif, Commercial Type), Tiempos (Serif, Klim Type). Built using jQuery, PHP, The SEO Framework, WordPress. AI description: The Wyss Institute at Harvard serves as a premier research and development engine, bridging the gap between laboratory discovery and real-world application. 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[ Get in touch ](#) Real-world Results Control Arm Size Reduction\\ 0 % Enrollment Time Saved (months)\\ 0 + \\*Approximate values Accelerating Clinical Development in Alzheimer’s Disease We work in neuroscience, immunology, metabolic disease, and more. [ View AbbVie Case Study ](https:\u002F\u002Fwww.unlearn.ai\u002Fforms\u002Falzheimers-case-study) Solutions Confident decisions across the clinical development lifecycle. 01 TrialPioneer One workspace for upstream trial design Unlearn brings together the critical components required for trial design — where decisions are iterative, assumptions evolve, and rationale must remain clear and defensible across review cycles. [ Learn more ](\u002Ftrialpioneer) Scout Continuously search, structure, and summarize relevant literature and regulatory precedent from sources like PubMed, ClinicalTrials.gov, and drugs@FDA — all in one place. Eliminate scattered searches and align on precedent in days, not weeks. Hindsight Explore harmonized clinical trial and real-world datasets to validate clinical and statistical assumptions. Assess feasibility, population characteristics, endpoint behavior, and benchmarks using transparent historical data. SimLab Build and compare trial-design scenarios to evaluate endpoints, inclusion\u002Fexclusion criteria, sample size, and constraints. Every scenario is explainable, reproducible, and linked to underlying evidence — supporting informed design trade-offs before protocol finalization. Scout Continuously search, structure, and summarize relevant literature and regulatory precedent from sources like PubMed, ClinicalTrials.gov, and drugs@FDA — all in one place. Eliminate scattered searches and align on precedent in days, not weeks. Hindsight Explore harmonized clinical trial and real-world datasets to validate clinical and statistical assumptions. Assess population characteristics, endpoint behavior, and benchmarks. SimLab Build and compare trial-design scenarios to evaluate endpoints, inclusion\u002Fexclusion criteria, sample size, and constraints. Every scenario is reproducible, and linked to underlying evidence — supporting informed design trade-offs before protocol finalization. .webp) .webp) 02 Trial Analyses with Digital Twins Strengthen trial analyses with digital twins—AI-generated forecasts of clinical trial participants’ expected control outcomes. Used as external comparators in early-stage and open-label studies, digital twins reduce variability and improve the ability to detect treatment effects. The same approach extends to randomized trials, where digital twins can support smaller sample sizes or increased power. This methodology is qualified by the EMA and aligned with current FDA guidance, enabling clearer go\u002Fno-go decisions earlier in development and more efficient late-stage trials, with measurable reductions in trial size, cost, and time to readout. [ Learn more ](\u002Fdigital-twins) .webp) Trusted by leading sponsors “The ecosystem at the moment doesn’t sustain the way we’ve been doing it traditionally. And (Unlearn) is at the leading edge of this thinking.” Kasper Roet, founder and CEO of QurAlis [ View Presentation ](https:\u002F\u002Fvimeo.com\u002F891707034\u002Fc2b8ebb0fd?turnstile=0.B10mcQ4dCKzdbRRW5w3Zyiunqo0MiraxlwgbDdawI483M-IdKt56HYGRV6KWU1vhvmGKS_l4YyHYglqXSKN2z1LBsdru3vIPfjboUwVnrpE3_jOGkfg1Zrzuj6Dt618nExdcp5K3L04fjccgCXJqtptZ_icC2eU21rEngT7OG8se4NjXrBG68wwsh8mhvEZAT6RO88DVsHN-wO14BGVHwIyKiIDpEx86BAp3M7pHMFjoDp73jyrFsjlSL0qVQOijO3DBqkIC1On6xnY1OKj6qQpIcbtt7QiGOwwhOD8e8NCxDdcUCV9d6x3NzUwnF_vaRBT8HCtu9DNWlv1Lt2hfrMlM46C9BwEqTCRrL-DLB4MuBjcc7wWucnlnIpLnuMeVO8a6EvtsbAU7MLEr6Axy-WTrBduoATWzkD8WBC-9hXNx8g600qtHzmC-4f9XKEKbE7YXCwQOVCmJtScDFqdPnxCR0e1EhtLRua1LgvXhut4RceDGoIdn5TMSRqPSdSoW83M9oGSYL-1K_fj2UihFK8jInU0_YBrsR8itP5gt7IQpI4w7FNTWju9hlyJojMYiozWtX4qXZxH93jcVR8jrCeWrJ8Suk6JN3A0brStGkeuCh3Rpa9zBOun1opYliEYg2Gz5kzHthsUywsULAyLs5leuV42FT-UQbvFQ1nywuReZuM715TcYLmbyGb7GEh2LruMgQZ0ei-FTd-Ur0EbLh9Lht_vOAczYOlWUTgFz_gddcym9rHlMDU6LSwupiFgMNx9BLhjGGUZf4w7Wt6qjJIaZijeYVBmdolNzJm9bpTlEWRw0_Ob2q4bmWJL3_R5utERg8rWx1dsgWcUDzsxAYg.qnbOIQCDMKjCeRf2C9Siqg.90bad1394ab016a0c08b46e7ed3f74191027a67079ae6734aa2e7e2f12ca310f) \"The collaboration with Unlearn and the resulting data further increases our confidence in our pioneering approach towards achieving symptomatic relief and disease modification in Alzheimer’s. This will support our efforts to advance an optimized second-generation therapy. Digital twins offer a new lens for interpreting biomarker trends over time—especially in early-stage trials where every data point matters.\" Gerard Griffioen, Ph.D., CSO of remynd [ See Press Release ](https:\u002F\u002Fwww.businesswire.com\u002Fnews\u002Fhome\u002F20250403068288\u002Fen\u002FUnlearn-and-remynd-Partner-on-Alzheimers-Study-to-Strengthen-Confidence-in-Early-Clinical-Signals-Using-Digital-Twins) “Working with Unlearn to mine their extensive, well-curated database through the use of the ALS DTG will enable us to explore smarter designs and make confident and informed decisions as we plan our Phase 1\u002F2 trial. Ultimately, these insights can help us to move faster for people living with ALS who are waiting for new treatment options.\" Eric Green, M.D., Ph.D., co-founder and CEO of Trace Neuroscience [ See Press Release ](https:\u002F\u002Fwww.biospace.com\u002Fpress-releases\u002Funlearn-and-trace-neuroscience-partner-to-optimize-als-clinical-trial) “The ecosystem at the moment doesn’t sustain the way we’ve been doing it traditionally. And (Unlearn) is at the leading edge of this thinking.” Kasper Roet, founder and CEO of QurAlis [ View Presentation ](https:\u002F\u002Fvimeo.com\u002F891707034\u002Fc2b8ebb0fd?turnstile=0.B10mcQ4dCKzdbRRW5w3Zyiunqo0MiraxlwgbDdawI483M-IdKt56HYGRV6KWU1vhvmGKS_l4YyHYglqXSKN2z1LBsdru3vIPfjboUwVnrpE3_jOGkfg1Zrzuj6Dt618nExdcp5K3L04fjccgCXJqtptZ_icC2eU21rEngT7OG8se4NjXrBG68wwsh8mhvEZAT6RO88DVsHN-wO14BGVHwIyKiIDpEx86BAp3M7pHMFjoDp73jyrFsjlSL0qVQOijO3DBqkIC1On6xnY1OKj6qQpIcbtt7QiGOwwhOD8e8NCxDdcUCV9d6x3NzUwnF_vaRBT8HCtu9DNWlv1Lt2hfrMlM46C9BwEqTCRrL-DLB4MuBjcc7wWucnlnIpLnuMeVO8a6EvtsbAU7MLEr6Axy-WTrBduoATWzkD8WBC-9hXNx8g600qtHzmC-4f9XKEKbE7YXCwQOVCmJtScDFqdPnxCR0e1EhtLRua1LgvXhut4RceDGoIdn5TMSRqPSdSoW83M9oGSYL-1K_fj2UihFK8jInU0_YBrsR8itP5gt7IQpI4w7FNTWju9hlyJojMYiozWtX4qXZxH93jcVR8jrCeWrJ8Suk6JN3A0brStGkeuCh3Rpa9zBOun1opYliEYg2Gz5kzHthsUywsULAyLs5leuV42FT-UQbvFQ1nywuReZuM715TcYLmbyGb7GEh2LruMgQZ0ei-FTd-Ur0EbLh9Lht_vOAczYOlWUTgFz_gddcym9rHlMDU6LSwupiFgMNx9BLhjGGUZf4w7Wt6qjJIaZijeYVBmdolNzJm9bpTlEWRw0_Ob2q4bmWJL3_R5utERg8rWx1dsgWcUDzsxAYg.qnbOIQCDMKjCeRf2C9Siqg.90bad1394ab016a0c08b46e7ed3f74191027a67079ae6734aa2e7e2f12ca310f) \"The collaboration with Unlearn and the resulting data further increases our confidence in our pioneering approach towards achieving symptomatic relief and disease modification in Alzheimer’s. This will support our efforts to advance an optimized second-generation therapy. Digital twins offer a new lens for interpreting biomarker trends over time—especially in early-stage trials where every data point matters.\" Gerard Griffioen, Ph.D., CSO of remynd [ See Press Release ](https:\u002F\u002Fwww.businesswire.com\u002Fnews\u002Fhome\u002F20250403068288\u002Fen\u002FUnlearn-and-remynd-Partner-on-Alzheimers-Study-to-Strengthen-Confidence-in-Early-Clinical-Signals-Using-Digital-Twins) “Working with Unlearn to mine their extensive, well-curated database through the use of the ALS DTG will enable us to explore smarter designs and make confident and informed decisions as we plan our Phase 1\u002F2 trial. Ultimately, these insights can help us to move faster for people living with ALS who are waiting for new treatment options.\" Eric Green, M.D., Ph.D., co-founder and CEO of Trace Neuroscience [ See Press Release ](https:\u002F\u002Fwww.biospace.com\u002Fpress-releases\u002Funlearn-and-trace-neuroscience-partner-to-optimize-als-clinical-trial) “The ecosystem at the moment doesn’t sustain the way we’ve been doing it traditionally. And (Unlearn) is at the leading edge of this thinking.” Kasper Roet, founder and CEO of QurAlis [ View Presentation ](https:\u002F\u002Fvimeo.com\u002F891707034\u002Fc2b8ebb0fd?turnstile=0.B10mcQ4dCKzdbRRW5w3Zyiunqo0MiraxlwgbDdawI483M-IdKt56HYGRV6KWU1vhvmGKS_l4YyHYglqXSKN2z1LBsdru3vIPfjboUwVnrpE3_jOGkfg1Zrzuj6Dt618nExdcp5K3L04fjccgCXJqtptZ_icC2eU21rEngT7OG8se4NjXrBG68wwsh8mhvEZAT6RO88DVsHN-wO14BGVHwIyKiIDpEx86BAp3M7pHMFjoDp73jyrFsjlSL0qVQOijO3DBqkIC1On6xnY1OKj6qQpIcbtt7QiGOwwhOD8e8NCxDdcUCV9d6x3NzUwnF_vaRBT8HCtu9DNWlv1Lt2hfrMlM46C9BwEqTCRrL-DLB4MuBjcc7wWucnlnIpLnuMeVO8a6EvtsbAU7MLEr6Axy-WTrBduoATWzkD8WBC-9hXNx8g600qtHzmC-4f9XKEKbE7YXCwQOVCmJtScDFqdPnxCR0e1EhtLRua1LgvXhut4RceDGoIdn5TMSRqPSdSoW83M9oGSYL-1K_fj2UihFK8jInU0_YBrsR8itP5gt7IQpI4w7FNTWju9hlyJojMYiozWtX4qXZxH93jcVR8jrCeWrJ8Suk6JN3A0brStGkeuCh3Rpa9zBOun1opYliEYg2Gz5kzHthsUywsULAyLs5leuV42FT-UQbvFQ1nywuReZuM715TcYLmbyGb7GEh2LruMgQZ0ei-FTd-Ur0EbLh9Lht_vOAczYOlWUTgFz_gddcym9rHlMDU6LSwupiFgMNx9BLhjGGUZf4w7Wt6qjJIaZijeYVBmdolNzJm9bpTlEWRw0_Ob2q4bmWJL3_R5utERg8rWx1dsgWcUDzsxAYg.qnbOIQCDMKjCeRf2C9Siqg.90bad1394ab016a0c08b46e7ed3f74191027a67079ae6734aa2e7e2f12ca310f) Partnerships Collaborating with leaders to move the industry forward. Explore how leading biopharma companies are applying Unlearn’s AI-powered solutions in active studies today to reach clinical milestones faster. [ View all ](\u002Fpress) [ FEB 12, 26 Press Unlearn to Apply AI-Generated Digital Twins to the VectorY Therapeutics PIONEER-ALS Study ](https:\u002F\u002Fwww.newswire.com\u002Fnews\u002Funlearn-to-apply-ai-generated-digital-twins-to-the-vectory-22726468)[ Jan 28, 26 Press Unlearn Introduces TrialPioneer, an AI-powered Workspace to Strengthen Upstream Trial Planning ](https:\u002F\u002Fwww.accessnewswire.com\u002Fnewsroom\u002Fen\u002Fbusiness-and-professional-services\u002Funlearn-introduces-trialpioneer-an-ai-powered-workspace-to-stren-1130388)[ Apr 3, 25 Press Unlearn and remynd Partner on Alzheimer’s Study to Strengthen Confidence in Early Clinical Signals Using Digital Twins ](https:\u002F\u002Fwww.businesswire.com\u002Fnews\u002Fhome\u002F20250403068288\u002Fen\u002FUnlearn-and-remynd-Partner-on-Alzheimers-Study-to-Strengthen-Confidence-in-Early-Clinical-Signals-Using-Digital-Twins)[ ![A Gradient background which is …",{"id":548,"height":13,"width":12,"blurhash":549},"acc416ce-a7ac-40aa-b965-a19505bb25a8","radial-gradient(at 0 0,#f6f6ee,#00000000 50%),radial-gradient(at 33% 0,#f6f5ee,#00000000 50%),radial-gradient(at 67% 0,#f7f6f0,#00000000 50%),radial-gradient(at 100% 0,#f6f6ee,#00000000 50%),radial-gradient(at 0 50%,#e1e0dd,#00000000 50%),radial-gradient(at 33% 50%,#dddcda,#00000000 50%),radial-gradient(at 67% 50%,#e1e0da,#00000000 50%),radial-gradient(at 100% 50%,#e6e5de,#00000000 50%),radial-gradient(at 0 100%,#f1eee6,#00000000 50%),radial-gradient(at 33% 100%,#efece5,#00000000 50%),radial-gradient(at 67% 100%,#edebe3,#00000000 50%),radial-gradient(at 100% 100%,#edeae2,#00000000 50%)",{"id":551,"height":15,"width":14,"blurhash":48},"5d97dea3-fb69-4e96-9986-93243c38b9a4",[553,556,559,562,565,568,571,574,577,580,583,586,589,592,595,598,601,604,607,610,613,616,619,622,625,628,631,634,637,640],{"directus_files_id":554},{"id":555},"755c49fc-4d2c-40ae-aaa1-41a89e9f7f00",{"directus_files_id":557},{"id":558},"ebffd67b-9619-43a3-9c8f-965b1954dae7",{"directus_files_id":560},{"id":561},"512a2344-1c2d-46f1-b32f-88116664e509",{"directus_files_id":563},{"id":564},"c6ce51ad-14b7-46b7-a8c1-6d135f2016d0",{"directus_files_id":566},{"id":567},"af51d549-1598-4e57-9ee2-db0a9a150720",{"directus_files_id":569},{"id":570},"1c7a1b3d-7ca2-4eef-8d92-53a31b20f68e",{"directus_files_id":572},{"id":573},"5f0cbbd9-dec7-4aea-9b15-bff52938ab8b",{"directus_files_id":575},{"id":576},"e5ec718f-dd92-4737-b2db-f82866336e62",{"directus_files_id":578},{"id":579},"2c1fa940-4a37-49fb-b2e7-f38a8884e196",{"directus_files_id":581},{"id":582},"8aa1b95d-c54f-44ab-b5a8-e168c17b90c6",{"directus_files_id":584},{"id":585},"02df7fd9-08c7-4e8e-8b8d-9ca6836db7ad",{"directus_files_id":587},{"id":588},"1beb8901-580f-43e6-a8eb-8d764a6c962c",{"directus_files_id":590},{"id":591},"3a680013-0e3b-415d-9f5e-ab51361ca02b",{"directus_files_id":593},{"id":594},"928db78a-413a-4a29-8998-ff1369af9f7d",{"directus_files_id":596},{"id":597},"3bc640e4-51d5-45ee-ad1c-0538eac7dada",{"directus_files_id":599},{"id":600},"9f34b386-b85f-4abb-a6c5-f9f080c233bb",{"directus_files_id":602},{"id":603},"6b37e8dc-380b-40a0-a110-991b37a155d1",{"directus_files_id":605},{"id":606},"8b3afe9e-7a43-4bf3-b399-10bcc9f90219",{"directus_files_id":608},{"id":609},"09cf4235-1a28-49f7-910e-b7f2593a7156",{"directus_files_id":611},{"id":612},"ed4a233e-3ee4-4b0a-b319-498dfb8dd443",{"directus_files_id":614},{"id":615},"d4846c64-0bec-474e-98d2-59aa017da727",{"directus_files_id":617},{"id":618},"989e9b52-5eaf-483c-8552-1c8cddd30d12",{"directus_files_id":620},{"id":621},"8cf9dba0-6a1d-440c-a411-5d8dc6a6fc68",{"directus_files_id":623},{"id":624},"38d8bda0-f507-4e2d-a768-8da9b1430c28",{"directus_files_id":626},{"id":627},"f45bc83e-c5f8-43d8-b98e-2f9f2700566c",{"directus_files_id":629},{"id":630},"3e2dbb06-ec0b-4f19-a7f8-cc032a0cb859",{"directus_files_id":632},{"id":633},"9c9eb348-8c7b-4fe8-b72c-5eba4158556d",{"directus_files_id":635},{"id":636},"f85ac684-7a9d-4043-a197-022ee7454a6e",{"directus_files_id":638},{"id":639},"8e0a6334-2435-48fd-bd97-46b0cdfca69b",{"directus_files_id":641},{"id":642},"0a61faad-9162-4fe5-a381-3e11cf502a7d",[644],{"languages_code":510,"description":645},"Unlearn is a sophisticated biotechnology platform dedicated to revolutionizing clinical development through the integration of artificial intelligence and digital twin technology. By creating high-fidelity digital representations of trial participants, the platform aims to replace fragmented workflows with a unified workspace that enhances decision-making, reduces variability, and accelerates the path to clinical breakthroughs.\n\nThe visual identity is characterized by a high-end, academic, and futuristic aesthetic. Utilizing a muted, sophisticated color palette of off-whites, deep purples, and subtle grays, the design communicates precision and scientific authority. The use of grid systems, clean sans-serif typography, and abstract geometric motifs creates a sense of structured intelligence, perfectly aligning with its target audience of pharmaceutical executives and clinical researchers.","Healthcare & Wellness",[30,26,648],"Futuristic \u002F Sci-Fi",[],[358,651,652,358,347,653],"Tobias","Neue Montreal Mono","Roboto Mono",[340,323],[656,658,660,662],{"score":657,"category":159},81,{"score":659,"category":162},83,{"score":661,"category":165},96,{"score":265,"category":168},[664,666,668,669],{"score":665,"category":159},52,{"score":667,"category":162},77,{"score":661,"category":165},{"score":265,"category":168},[178,190,186,671],"brown","Website: Unlearn. Page: Homepage. Page type: Home \u002F Landing Page. Page title: Streamline Clinical Trials with AI and Digital Twins of Patients. Page description: Discover how Unlearn uses AI to create digital twins of clinical trial participants, streamlining clinical development and enabling confident decision-making.. Page content: Products and Solutions [ Digital Twins ](\u002Fdigital-twins)[ TrialPioneer ](\u002Ftrialpioneer)[ Digital Twin Generators ](\u002Fdigital-twin-generators) Resources [ Blog ](\u002Fblog)[ Evidence ](\u002Fevidence)[ Artificial Intelligence ](\u002Fai-research)[ Clinical Research ](\u002Fclinical-research) Company [ About ](\u002Fabout)[ Careers ](\u002Fcareers)[ Press ](\u002Fpress) [ Book a demo ](\u002Fforms\u002Fbook-a-demo) Driving clarity in clinical development Powered by digital twins, data, and AI Replace siloed workflows and black-box predictions with a unified, upstream workspace for trial design, planning, and analysis—so your teams reach alignment faster, test assumptions earlier, and move forward with confidence. [ Get in touch ](#) Real-world Results Control Arm Size Reduction\\ 0 % Enrollment Time Saved (months)\\ 0 + \\*Approximate values Accelerating Clinical Development in Alzheimer’s Disease We work in neuroscience, immunology, metabolic disease, and more. [ View AbbVie Case Study ](https:\u002F\u002Fwww.unlearn.ai\u002Fforms\u002Falzheimers-case-study) Solutions Confident decisions across the clinical development lifecycle. 01 TrialPioneer One workspace for upstream trial design Unlearn brings together the critical components required for trial design — where decisions are iterative, assumptions evolve, and rationale must remain clear and defensible across review cycles. [ Learn more ](\u002Ftrialpioneer) Scout Continuously search, structure, and summarize relevant literature and regulatory precedent from sources like PubMed, ClinicalTrials.gov, and drugs@FDA — all in one place. Eliminate scattered searches and align on precedent in days, not weeks. Hindsight Explore harmonized clinical trial and real-world datasets to validate clinical and statistical assumptions. Assess feasibility, population characteristics, endpoint behavior, and benchmarks using transparent historical data. SimLab Build and compare trial-design scenarios to evaluate endpoints, inclusion\u002Fexclusion criteria, sample size, and constraints. Every scenario is explainable, reproducible, and linked to underlying evidence — supporting informed design trade-offs before protocol finalization. Scout Continuously search, structure, and summarize relevant literature and regulatory precedent from sources like PubMed, ClinicalTrials.gov, and drugs@FDA — all in one place. Eliminate scattered searches and align on precedent in days, not weeks. Hindsight Explore harmonized clinical trial and real-world datasets to validate clinical and statistical assumptions. Assess population characteristics, endpoint behavior, and benchmarks. SimLab Build and compare trial-design scenarios to evaluate endpoints, inclusion\u002Fexclusion criteria, sample size, and constraints. Every scenario is reproducible, and linked to underlying evidence — supporting informed design trade-offs before protocol finalization. .webp) .webp) 02 Trial Analyses with Digital Twins Strengthen trial analyses with digital twins—AI-generated forecasts of clinical trial participants’ expected control outcomes. Used as external comparators in early-stage and open-label studies, digital twins reduce variability and improve the ability to detect treatment effects. The same approach extends to randomized trials, where digital twins can support smaller sample sizes or increased power. This methodology is qualified by the EMA and aligned with current FDA guidance, enabling clearer go\u002Fno-go decisions earlier in development and more efficient late-stage trials, with measurable reductions in trial size, cost, and time to readout. [ Learn more ](\u002Fdigital-twins) .webp) Trusted by leading sponsors “The ecosystem at the moment doesn’t sustain the way we’ve been doing it traditionally. And (Unlearn) is at the leading edge of this thinking.” Kasper Roet, founder and CEO of QurAlis [ View Presentation ](https:\u002F\u002Fvimeo.com\u002F891707034\u002Fc2b8ebb0fd?turnstile=0.B10mcQ4dCKzdbRRW5w3Zyiunqo0MiraxlwgbDdawI483M-IdKt56HYGRV6KWU1vhvmGKS_l4YyHYglqXSKN2z1LBsdru3vIPfjboUwVnrpE3_jOGkfg1Zrzuj6Dt618nExdcp5K3L04fjccgCXJqtptZ_icC2eU21rEngT7OG8se4NjXrBG68wwsh8mhvEZAT6RO88DVsHN-wO14BGVHwIyKiIDpEx86BAp3M7pHMFjoDp73jyrFsjlSL0qVQOijO3DBqkIC1On6xnY1OKj6qQpIcbtt7QiGOwwhOD8e8NCxDdcUCV9d6x3NzUwnF_vaRBT8HCtu9DNWlv1Lt2hfrMlM46C9BwEqTCRrL-DLB4MuBjcc7wWucnlnIpLnuMeVO8a6EvtsbAU7MLEr6Axy-WTrBduoATWzkD8WBC-9hXNx8g600qtHzmC-4f9XKEKbE7YXCwQOVCmJtScDFqdPnxCR0e1EhtLRua1LgvXhut4RceDGoIdn5TMSRqPSdSoW83M9oGSYL-1K_fj2UihFK8jInU0_YBrsR8itP5gt7IQpI4w7FNTWju9hlyJojMYiozWtX4qXZxH93jcVR8jrCeWrJ8Suk6JN3A0brStGkeuCh3Rpa9zBOun1opYliEYg2Gz5kzHthsUywsULAyLs5leuV42FT-UQbvFQ1nywuReZuM715TcYLmbyGb7GEh2LruMgQZ0ei-FTd-Ur0EbLh9Lht_vOAczYOlWUTgFz_gddcym9rHlMDU6LSwupiFgMNx9BLhjGGUZf4w7Wt6qjJIaZijeYVBmdolNzJm9bpTlEWRw0_Ob2q4bmWJL3_R5utERg8rWx1dsgWcUDzsxAYg.qnbOIQCDMKjCeRf2C9Siqg.90bad1394ab016a0c08b46e7ed3f74191027a67079ae6734aa2e7e2f12ca310f) \"The collaboration with Unlearn and the resulting data further increases our confidence in our pioneering approach towards achieving symptomatic relief and disease modification in Alzheimer’s. This will support our efforts to advance an optimized second-generation therapy. Digital twins offer a new lens for interpreting biomarker trends over time—especially in early-stage trials where every data point matters.\" Gerard Griffioen, Ph.D., CSO of remynd [ See Press Release ](https:\u002F\u002Fwww.businesswire.com\u002Fnews\u002Fhome\u002F20250403068288\u002Fen\u002FUnlearn-and-remynd-Partner-on-Alzheimers-Study-to-Strengthen-Confidence-in-Early-Clinical-Signals-Using-Digital-Twins) “Working with Unlearn to mine their extensive, well-curated database through the use of the ALS DTG will enable us to explore smarter designs and make confident and informed decisions as we plan our Phase 1\u002F2 trial. Ultimately, these insights can help us to move faster for people living with ALS who are waiting for new treatment options.\" Eric Green, M.D., Ph.D., co-founder and CEO of Trace Neuroscience [ See Press Release ](https:\u002F\u002Fwww.biospace.com\u002Fpress-releases\u002Funlearn-and-trace-neuroscience-partner-to-optimize-als-clinical-trial) “The ecosystem at the moment doesn’t sustain the way we’ve been doing it traditionally. And (Unlearn) is at the leading edge of this thinking.” Kasper Roet, founder and CEO of QurAlis [ View Presentation ](https:\u002F\u002Fvimeo.com\u002F891707034\u002Fc2b8ebb0fd?turnstile=0.B10mcQ4dCKzdbRRW5w3Zyiunqo0MiraxlwgbDdawI483M-IdKt56HYGRV6KWU1vhvmGKS_l4YyHYglqXSKN2z1LBsdru3vIPfjboUwVnrpE3_jOGkfg1Zrzuj6Dt618nExdcp5K3L04fjccgCXJqtptZ_icC2eU21rEngT7OG8se4NjXrBG68wwsh8mhvEZAT6RO88DVsHN-wO14BGVHwIyKiIDpEx86BAp3M7pHMFjoDp73jyrFsjlSL0qVQOijO3DBqkIC1On6xnY1OKj6qQpIcbtt7QiGOwwhOD8e8NCxDdcUCV9d6x3NzUwnF_vaRBT8HCtu9DNWlv1Lt2hfrMlM46C9BwEqTCRrL-DLB4MuBjcc7wWucnlnIpLnuMeVO8a6EvtsbAU7MLEr6Axy-WTrBduoATWzkD8WBC-9hXNx8g600qtHzmC-4f9XKEKbE7YXCwQOVCmJtScDFqdPnxCR0e1EhtLRua1LgvXhut4RceDGoIdn5TMSRqPSdSoW83M9oGSYL-1K_fj2UihFK8jInU0_YBrsR8itP5gt7IQpI4w7FNTWju9hlyJojMYiozWtX4qXZxH93jcVR8jrCeWrJ8Suk6JN3A0brStGkeuCh3Rpa9zBOun1opYliEYg2Gz5kzHthsUywsULAyLs5leuV42FT-UQbvFQ1nywuReZuM715TcYLmbyGb7GEh2LruMgQZ0ei-FTd-Ur0EbLh9Lht_vOAczYOlWUTgFz_gddcym9rHlMDU6LSwupiFgMNx9BLhjGGUZf4w7Wt6qjJIaZijeYVBmdolNzJm9bpTlEWRw0_Ob2q4bmWJL3_R5utERg8rWx1dsgWcUDzsxAYg.qnbOIQCDMKjCeRf2C9Siqg.90bad1394ab016a0c08b46e7ed3f74191027a67079ae6734aa2e7e2f12ca310f) \"The collaboration with Unlearn and the resulting data further increases our confidence in our pioneering approach towards achieving symptomatic relief and disease modification in Alzheimer’s. This will support our efforts to advance an optimized second-generation therapy. Digital twins offer a new lens for interpreting biomarker trends over time—especially in early-stage trials where every data point matters.\" Gerard Griffioen, Ph.D., CSO of remynd [ See Press Release ](https:\u002F\u002Fwww.businesswire.com\u002Fnews\u002Fhome\u002F20250403068288\u002Fen\u002FUnlearn-and-remynd-Partner-on-Alzheimers-Study-to-Strengthen-Confidence-in-Early-Clinical-Signals-Using-Digital-Twins) “Working with Unlearn to mine their extensive, well-curated database through the use of the ALS DTG will enable us to explore smarter designs and make confident and informed decisions as we plan our Phase 1\u002F2 trial. Ultimately, these insights can help us to move faster for people living with ALS who are waiting for new treatment options.\" Eric Green, M.D., Ph.D., co-founder and CEO of Trace Neuroscience [ See Press Release ](https:\u002F\u002Fwww.biospace.com\u002Fpress-releases\u002Funlearn-and-trace-neuroscience-partner-to-optimize-als-clinical-trial) “The ecosystem at the moment doesn’t sustain the way we’ve been doing it traditionally. And (Unlearn) is at the leading edge of this thinking.” Kasper Roet, founder and CEO of QurAlis [ View Presentation ](https:\u002F\u002Fvimeo.com\u002F891707034\u002Fc2b8ebb0fd?turnstile=0.B10mcQ4dCKzdbRRW5w3Zyiunqo0MiraxlwgbDdawI483M-IdKt56HYGRV6KWU1vhvmGKS_l4YyHYglqXSKN2z1LBsdru3vIPfjboUwVnrpE3_jOGkfg1Zrzuj6Dt618nExdcp5K3L04fjccgCXJqtptZ_icC2eU21rEngT7OG8se4NjXrBG68wwsh8mhvEZAT6RO88DVsHN-wO14BGVHwIyKiIDpEx86BAp3M7pHMFjoDp73jyrFsjlSL0qVQOijO3DBqkIC1On6xnY1OKj6qQpIcbtt7QiGOwwhOD8e8NCxDdcUCV9d6x3NzUwnF_vaRBT8HCtu9DNWlv1Lt2hfrMlM46C9BwEqTCRrL-DLB4MuBjcc7wWucnlnIpLnuMeVO8a6EvtsbAU7MLEr6Axy-WTrBduoATWzkD8WBC-9hXNx8g600qtHzmC-4f9XKEKbE7YXCwQOVCmJtScDFqdPnxCR0e1EhtLRua1LgvXhut4RceDGoIdn5TMSRqPSdSoW83M9oGSYL-1K_fj2UihFK8jInU0_YBrsR8itP5gt7IQpI4w7FNTWju9hlyJojMYiozWtX4qXZxH93jcVR8jrCeWrJ8Suk6JN3A0brStGkeuCh3Rpa9zBOun1opYliEYg2Gz5kzHthsUywsULAyLs5leuV42FT-UQbvFQ1nywuReZuM715TcYLmbyGb7GEh2LruMgQZ0ei-FTd-Ur0EbLh9Lht_vOAczYOlWUTgFz_gddcym9rHlMDU6LSwupiFgMNx9BLhjGGUZf4w7Wt6qjJIaZijeYVBmdolNzJm9bpTlEWRw0_Ob2q4bmWJL3_R5utERg8rWx1dsgWcUDzsxAYg.qnbOIQCDMKjCeRf2C9Siqg.90bad1394ab016a0c08b46e7ed3f74191027a67079ae6734aa2e7e2f12ca310f) Partnerships Collaborating with leaders to move the industry forward. Explore how leading biopharma companies are applying Unlearn’s AI-powered solutions in active studies today to reach clinical milestones faster. [ View all ](\u002Fpress) [ FEB 12, 26 Press Unlearn to Apply AI-Generated Digital Twins to the VectorY Therapeutics PIONEER-ALS Study ](https:\u002F\u002Fwww.newswire.com\u002Fnews\u002Funlearn-to-apply-ai-generated-digital-twins-to-the-vectory-22726468)[ Jan 28, 26 Press Unlearn Introduces TrialPioneer, an AI-powered Workspace to Strengthen Upstream Trial Planning ](https:\u002F\u002Fwww.accessnewswire.com\u002Fnewsroom\u002Fen\u002Fbusiness-and-professional-services\u002Funlearn-introduces-trialpioneer-an-ai-powered-workspace-to-stren-1130388)[ Apr 3, 25 Press Unlearn and remynd Partner on Alzheimer’s Study to Strengthen Confidence in Early Clinical Signals Using Digital Twins ](https:\u002F\u002Fwww.businesswire.com\u002Fnews\u002Fhome\u002F20250403068288\u002Fen\u002FUnlearn-and-remynd-Partner-on-Alzheimers-Study-to-Strengthen-Confidence-in-Early-Clinical-Signals-Using-Digital-Twins)[ ![A Gradient background which is …. A Clean \u002F Minimalist, Corporate \u002F Professional, Futuristic \u002F Sci-Fi website in the Healthcare & Wellness industry. The overall color palette features White, Black, Gray, Brown. The typography features Neue Montreal (Sans Serif, Pangram Pangram), Tobias (Serif, Displaay), Neue Montreal Mono (Sans Serif, Pangram Pangram), Neue Montreal (Sans Serif, Pangram Pangram), Inter (Sans Serif), Roboto Mono (Sans Serif). Built using Google Font API, jQuery. AI description: Unlearn is a sophisticated biotechnology platform dedicated to revolutionizing clinical development through the integration of artificial intelligence and digital twin technology. By creating high-fidelity digital representations of trial participants, the platform aims to replace fragmented workflows with a unified workspace that enhances decision-making, reduces variability, and accelerates the path to clinical breakthroughs. The visual identity is characterized by a high-end, academic, and futuristic aesthetic. Utilizing a muted, sophisticated color palette of off-whites, deep purples, and subtle grays, the design communicates precision and scientific authority. 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Leverage AI to generate protein candidates and improve their properties. More breakthroughs in fewer experiments — guided by your own experimental data.","[ ](.\u002F) Platform Solutions Company Licensing Resources [ Sign in ](https:\u002F\u002Fapp.cradle.bio\u002Flogin) [ Talk to sales ](.\u002Fget-started) [ News: Introducing CRADLE-1 whitepaper ](.\u002Fwhitepaper) Leverage AI to generate protein candidates and improve their properties. More breakthroughs in fewer experiments — guided by your own experimental data. data ui round ui report ui Generate candidates Track round status easily, from generating candidates to uploading experimental results. Explore reports Manage data OUR CUSTOMERS Trusted by the world's top Biopharma and Industrial Bio R&D teams Through our partnership with Cradle, we are embedding advanced Al directly into how we innovate, enabling our teams to shorten development time and bring real-world biosolutions faster to market. Claus Fuglsang Crone Chief Scientific Officer, Novonesis [ customer-logo Read announcement ](https:\u002F\u002Fwww.linkedin.com\u002Fposts\u002Fnovonesis_biosolutions-innovation-collaboration-activity-7407400799586189312-edTX\u002F)[ customer-logo Read article ](https:\u002F\u002Fwww.pharmavoice.com\u002Fnews\u002Fai-drug-discovery-pharma-immunai-pfizer-novo-nordisk-cradle\u002F758994\u002F) customer-logo [ customer-logo Read announcement ](https:\u002F\u002Fwww.cradle.bio\u002Fblog\u002Fbayer-collaboration) customer-logo customer-logo customer-logo customer-logo customer-logo customer-logo customer-logo Recent case studies [ Using AI to produce vaccine adjuvants without cutting down rainforest ](.\u002Fblog\u002Fkeasling-qs21)[ Engineering therapeutic peptides with 50% success rate under tight multi-property constraints, 5× faster than prior efforts ](.\u002Fblog\u002Ftherapeutic-peptides)[ Improving Staphylococcus aureus vaccine thermostability by 2.5 °C in a single round, 7× faster than rational design ](.\u002Fblog\u002Fstaphylococcus-aureus-vaccine) PROTEIN ENGINEERING 2.0 Compounding results across all properties Get products to market in quarters, not years. Use Cradle to chart the fastest course to proteins that meet all your desired objectives. Explore further, optimize faster, and reach your destination in fewer experiments. +300% T7 RNA Abstract image of clustered white circles on a dark teal background. 1 2 3 4 Round Progress with Cradle Compounding results Move from incremental progress to compounding results with models that learn from every round of your wet lab data. Teams that use Cradle report 2-12x faster development timelines. Breakthroughs on repeat Following a single path puts you at risk of hitting a dead end. Instead, confidently explore multiple design strategies to bring more programs over the finish line and strengthen your IP portfolio. All projects mAb-HER2 Round 4 mAb-TNF Completed vax-HPV9 Completed Binding affinity Specificity Activity Stability Expression Co-optimize all your properties Activity, binding, stability, expression, and more. Co-optimize the properties you care about, turning complex trade-offs into optimized solutions in fewer rounds. WORK ON ANY PROTEIN Built for any protein and all properties Accelerate your journey from hit identification to lead optimization and beyond. If you can measure it, you can optimize it with Cradle. This makes Cradle fit-for-purpose for teams developing therapeutics, agricultural solutions, food ingredients, and more. Antibodies Craft mature and developable binders that avoid unwanted immunogenicity. Enzymes Accelerate specific catalytic conversions, even in challenging conditions. Vaccines Stabilize your antigens and hit therapeutic goals faster. Peptides Get to desired efficacy while ensuring stability. HOW CRADLE WORKS Design in Cradle. Validate in the lab. Quickly generate lab-ready protein candidates to test in your own lab or with a CRO. Track model and candidate performance in your reports. Learn every time you add assay data. [ Explore platform ](.\u002Fplatform) Validate in the lab 4 Build 5 Test 6 Upload Design in Cradle 1 Learn 2 Generate 3 Review Learn 1 Import your data To begin, upload wet lab data from screening or optimization experiments. If you're starting a project from scratch, simply define your goals and assays to get going. Explore your data quality Cradle automatically analyses your experimental data to determine data quality and AI’s ability to learn from it. This helps you to understand how to improve your workflows and assays to get to optimal sequences faster. Models learn with you Every time you upload lab results, Cradle gets better at understanding your protein. This means increasingly performant variants that get you closer to your goals— every round. Generate 2 Generate candidates The game-changer of Cradle: new, optimized candidates at the click of a button. Choose a design strategy, set sequence- or lab based constraints, bring in your knowledge of the protein and hit ‘Generate’. No PhD in computer science needed. Multi-property support Cradle learns the complex interactions between all properties of your protein. During generation, this translates into candidates that balance improved performance across properties with high scores on diversity and novelty. Full-plate optimization The sequences that you download from Cradle are a carefully curated set, selected from millions of _in silico_ designs to maximize your chances of success. Review 3 Reports Generation Reports give you full control over what candidates you bring to the lab and what to expect in performance. See predictive performance scores for your entire plate and explore specific sequences and mutations in 3D. Send to lab Now it’s time to turn bits into atoms. Download sequences from Cradle, then order DNA and run assays in your own lab. Or send the sequences to your favorite CRO. Round statuses Track lab progress in Cradle using Round Statuses and see live metrics per protein property as new assay data comes in from testing. PRIVATE. SECURE. YOURS With Cradle, your sequences and data remain private, secure, and entirely yours. Only you and those you invite can access your data, which is never used to train models for others. Protected by bank-grade security, your data stays secure at all times. Plus, you retain full ownership of your intellectual property—no royalties, just a software subscription fee. Privacy-first AI You experimental data is only used to train your organizations custom models. SOC 2 compliant Cradle is fully SOC 2 compliant with active monitoring and tight security protocols in place. Single Sign-on Secure and simple account management with SSO support for Google and Microsoft. Custom predictors BETA Use internally developed predictors right in Cradle and see outputs inside Reports. Zero-maintenance Fully managed AI infrastructure with optimized GPU that scales with your need. Dedicated support Our team of scientists and ML experts are ready to assist with any issues. THE CRADLE LAB AI that gets better every two weeks Cradle isn’t a CRO, so why do we run our own wet lab in Amsterdam? It's simple. So you get reliable and high-performing models from day one, while your proprietary data remains completely private. Much like a self-driving car company: they wouldn’t just design algorithms and cross their fingers. They need to test real-world scenarios and collect data in order to fine-tune performance. We take the same approach, ensuring our models are performant even before seeing your data. 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By integrating experimental data with generative AI, the platform enables scientists to design, optimize, and validate protein candidates with unprecedented speed and precision. It serves as a critical bridge between computational modeling and wet-lab validation, aiming to reduce the number of physical experiments required to achieve breakthrough biological results.\n\nThe visual identity is deeply rooted in a high-tech, scientific aesthetic, utilizing a sleek dark mode interface that conveys authority and cutting-edge innovation. The design employs bold, oversized typography to command attention, paired with a clean, structured layout that mirrors the precision of the laboratory. Through a combination of minimalist UI elements and high-contrast visual hierarchy, the website establishes a professional and futuristic tone that resonates with a highly specialized audience of researchers, biotech engineers, and pharmaceutical innovators.","SaaS & Software",[30,310,648],[],[789,347,790],"Spot Mono","JetBrains Mono",[342,326],[793,794,795,796],{"score":169,"category":159},{"score":169,"category":162},{"score":667,"category":165},{"score":265,"category":168},[798,799,800,801],{"score":271,"category":159},{"score":384,"category":162},{"score":667,"category":165},{"score":265,"category":168},[190,178,803,186],"violet","Website: Cradle. Page: Homepage. Page type: Home \u002F Landing Page. Page title: Cradle | Engineer better proteins, faster.. Page description: Protein engineering AI, built for scientists. Leverage AI to generate protein candidates and improve their properties. More breakthroughs in fewer experiments — guided by your own experimental data.. Page content: [ ](.\u002F) Platform Solutions Company Licensing Resources [ Sign in ](https:\u002F\u002Fapp.cradle.bio\u002Flogin) [ Talk to sales ](.\u002Fget-started) [ News: Introducing CRADLE-1 whitepaper ](.\u002Fwhitepaper) Leverage AI to generate protein candidates and improve their properties. More breakthroughs in fewer experiments — guided by your own experimental data. data ui round ui report ui Generate candidates Track round status easily, from generating candidates to uploading experimental results. Explore reports Manage data OUR CUSTOMERS Trusted by the world's top Biopharma and Industrial Bio R&D teams Through our partnership with Cradle, we are embedding advanced Al directly into how we innovate, enabling our teams to shorten development time and bring real-world biosolutions faster to market. Claus Fuglsang Crone Chief Scientific Officer, Novonesis [ customer-logo Read announcement ](https:\u002F\u002Fwww.linkedin.com\u002Fposts\u002Fnovonesis_biosolutions-innovation-collaboration-activity-7407400799586189312-edTX\u002F)[ customer-logo Read article ](https:\u002F\u002Fwww.pharmavoice.com\u002Fnews\u002Fai-drug-discovery-pharma-immunai-pfizer-novo-nordisk-cradle\u002F758994\u002F) customer-logo [ customer-logo Read announcement ](https:\u002F\u002Fwww.cradle.bio\u002Fblog\u002Fbayer-collaboration) customer-logo customer-logo customer-logo customer-logo customer-logo customer-logo customer-logo Recent case studies [ Using AI to produce vaccine adjuvants without cutting down rainforest ](.\u002Fblog\u002Fkeasling-qs21)[ Engineering therapeutic peptides with 50% success rate under tight multi-property constraints, 5× faster than prior efforts ](.\u002Fblog\u002Ftherapeutic-peptides)[ Improving Staphylococcus aureus vaccine thermostability by 2.5 °C in a single round, 7× faster than rational design ](.\u002Fblog\u002Fstaphylococcus-aureus-vaccine) PROTEIN ENGINEERING 2.0 Compounding results across all properties Get products to market in quarters, not years. Use Cradle to chart the fastest course to proteins that meet all your desired objectives. Explore further, optimize faster, and reach your destination in fewer experiments. +300% T7 RNA Abstract image of clustered white circles on a dark teal background. 1 2 3 4 Round Progress with Cradle Compounding results Move from incremental progress to compounding results with models that learn from every round of your wet lab data. Teams that use Cradle report 2-12x faster development timelines. Breakthroughs on repeat Following a single path puts you at risk of hitting a dead end. Instead, confidently explore multiple design strategies to bring more programs over the finish line and strengthen your IP portfolio. All projects mAb-HER2 Round 4 mAb-TNF Completed vax-HPV9 Completed Binding affinity Specificity Activity Stability Expression Co-optimize all your properties Activity, binding, stability, expression, and more. Co-optimize the properties you care about, turning complex trade-offs into optimized solutions in fewer rounds. WORK ON ANY PROTEIN Built for any protein and all properties Accelerate your journey from hit identification to lead optimization and beyond. If you can measure it, you can optimize it with Cradle. This makes Cradle fit-for-purpose for teams developing therapeutics, agricultural solutions, food ingredients, and more. Antibodies Craft mature and developable binders that avoid unwanted immunogenicity. Enzymes Accelerate specific catalytic conversions, even in challenging conditions. Vaccines Stabilize your antigens and hit therapeutic goals faster. Peptides Get to desired efficacy while ensuring stability. HOW CRADLE WORKS Design in Cradle. Validate in the lab. Quickly generate lab-ready protein candidates to test in your own lab or with a CRO. Track model and candidate performance in your reports. Learn every time you add assay data. [ Explore platform ](.\u002Fplatform) Validate in the lab 4 Build 5 Test 6 Upload Design in Cradle 1 Learn 2 Generate 3 Review Learn 1 Import your data To begin, upload wet lab data from screening or optimization experiments. If you're starting a project from scratch, simply define your goals and assays to get going. Explore your data quality Cradle automatically analyses your experimental data to determine data quality and AI’s ability to learn from it. This helps you to understand how to improve your workflows and assays to get to optimal sequences faster. Models learn with you Every time you upload lab results, Cradle gets better at understanding your protein. This means increasingly performant variants that get you closer to your goals— every round. Generate 2 Generate candidates The game-changer of Cradle: new, optimized candidates at the click of a button. Choose a design strategy, set sequence- or lab based constraints, bring in your knowledge of the protein and hit ‘Generate’. No PhD in computer science needed. Multi-property support Cradle learns the complex interactions between all properties of your protein. During generation, this translates into candidates that balance improved performance across properties with high scores on diversity and novelty. Full-plate optimization The sequences that you download from Cradle are a carefully curated set, selected from millions of _in silico_ designs to maximize your chances of success. Review 3 Reports Generation Reports give you full control over what candidates you bring to the lab and what to expect in performance. See predictive performance scores for your entire plate and explore specific sequences and mutations in 3D. Send to lab Now it’s time to turn bits into atoms. Download sequences from Cradle, then order DNA and run assays in your own lab. Or send the sequences to your favorite CRO. Round statuses Track lab progress in Cradle using Round Statuses and see live metrics per protein property as new assay data comes in from testing. PRIVATE. SECURE. YOURS With Cradle, your sequences and data remain private, secure, and entirely yours. Only you and those you invite can access your data, which is never used to train models for others. Protected by bank-grade security, your data stays secure at all times. Plus, you retain full ownership of your intellectual property—no royalties, just a software subscription fee. Privacy-first AI You experimental data is only used to train your organizations custom models. SOC 2 compliant Cradle is fully SOC 2 compliant with active monitoring and tight security protocols in place. Single Sign-on Secure and simple account management with SSO support for Google and Microsoft. Custom predictors BETA Use internally developed predictors right in Cradle and see outputs inside Reports. Zero-maintenance Fully managed AI infrastructure with optimized GPU that scales with your need. Dedicated support Our team of scientists and ML experts are ready to assist with any issues. THE CRADLE LAB AI that gets better every two weeks Cradle isn’t a CRO, so why do we run our own wet lab in Amsterdam? It's simple. So you get reliable and high-performing models from day one, while your proprietary data remains completely private. Much like a self-driving car company: they wouldn’t just design algorithms and cross their fingers. They need to test real-world scenarios and collect data in order to fine-tune performance. We take the same approach, ensuring our models are performant even before seeing your data. [ Get to know our wet lab ](.\u002Flab) Learnings from our wet lab [ ![](https:\u002F\u002Fframerusercontent.com\u002Fimages\u002FbGwzodiFTanxuEUdEmGVycl1E.png?width=1200&heig …. A Clean \u002F Minimalist, Dark Mode, Futuristic \u002F Sci-Fi website in the SaaS & Software industry. The overall color palette features Black, White, Violet, Gray. The typography features Spot Mono (Sans Serif, Schick Toikka), Inter (Sans Serif), JetBrains Mono (Sans Serif). Built using Framer Sites, React. AI description: Cradle is a sophisticated biotechnology platform designed to accelerate protein engineering through the power of artificial intelligence. By integrating experimental data with generative AI, the platform enables scientists to design, optimize, and validate protein candidates with unprecedented speed and precision. It serves as a critical bridge between computational modeling and wet-lab validation, aiming to reduce the number of physical experiments required to achieve breakthrough biological results. The visual identity is deeply rooted in a high-tech, scientific aesthetic, utilizing a sleek dark mode interface that conveys authority and cutting-edge innovation. The design employs bold, oversized typography to command attention, paired with a clean, structured layout that mirrors the precision of the laboratory. Through a combination of minimalist UI elements and high-contrast visual hierarchy, the website establishes a professional and futuristic tone that resonates with a highly specialized audience of researchers, biotech engineers, and pharmaceutical innovators.",{"id":806,"website_id":807,"page_id":806,"name":808,"slug":808,"url":809,"website_name":808,"website_slug":808,"website_url":810,"result_url":809,"fetched_at":811,"score":169,"score_boost":409,"ai_score":277,"freshness_score":223,"scored_at":812,"page_name":46,"page_url":809,"page_title":813,"page_description":814,"page_content":815,"page_sort":409,"is_home":415,"is_home_rank":416,"page_type_id":417,"page_type_name":53,"cover":816,"cover_mobile":819,"cover_sequence":821,"translations":912,"industry":915,"styles":916,"credits":918,"font_families":919,"technologies":920,"pagespeed":921,"pagespeed_mobile":926,"buckets":932,"search_payload":935},"7656d2cc-cb05-422f-a5a4-0707aedc7681","d867b9f6-8043-4942-b790-06a55a03ca0c","thoughtbot","https:\u002F\u002Fthoughtbot.com\u002F","https:\u002F\u002Fthoughtbot.com","2026-05-05T19:35:08.000Z","2026-05-23T19:26:23.000Z","Design and Development agency building web and mobile products - thoughtbot","Looking for a nearby developer? Hire thoughtbot, a design and development agency that provides design and development services for mobile and web applications.","When the stakes are high, experience matters Our senior team partners with you to deliver reliable software and strengthen your team, even under complex constraints. [ Let’s talk ](\u002Fhire-us) Featured case study Client logo Your browser does not support the video tag. Your browser does not support the video tag. CloseKnit Health - Product Management - UX, UI, & Product Design - Ruby on Rails How thoughtbot delivered a multi-platform care solution while accelerating release speeds by 10x. Read about how we helped CloseKnit Health > We’ve had eight to ten times improvement in our release speed over a year, and that pace only looks to continue to accelerate. It’s night and day in terms of what we’re able to deliver. A headshot of Matt Thompson, Product Manager, CloseKnit Health Matt Thompson, Product Manager, CloseKnit Health Our services Your expert partners for building mission-driven products We specialize in building and modernizing software where reliability, compliance, and long-term maintainability matter as much as speed. Learn more about our services For every stage of your business - Rapid validation and early product strategy - Building a new product and roadmap planning - Team augmentation and process improvement - DevOps, Cloud, CI\u002FCD Over 1,000+ positive outcomes Our Clients Trusted by teams building software in high-stakes and regulated environments Here are their stories - Real Chemistry logo - Postmates logo - MoMA logo - Groups Recover Together logo - Harvard Business Review logo - LevelUp logo - Lola logo - vimeo logo - Airrosti logo - Digital Ocean logo - Planned Parenthood logo - Everlane logo - Hilton logo - Blinkist logo - Gov.uk logo - Mass Challenge logo - Mailchimp logo - Tile logo - Mindler logo - Merck logo - Harry's logo - BarkBox logo - Kickstarter logo - Disney logo Service Highlight Streamline your workflows with Artificial Intelligence (AI) Reimagine your company's future by developing your own custom Generative AI applications. thoughtbot can help you find opportunities to leverage OpenAI's ChatGPT to streamline internal workflows and stay ahead of the competition. Drive innovation with AI Illustration of a maze with paths combining to a single way out. Client Success Delivering confidently in complex environments [ A cropped view of a person with green pants, focus is on their hand holding a phone. The screen has an article with an area chart image and a title that reads '5 Pillars for Democratizing Data at Your Organization'. A cropped view of a person with green pants, focus is on their hand holding a phone. The screen has an article with an area chart image and a title that reads '5 Pillars for Democratizing Data at Your Organization'. HBR Future-proofing Harvard Business Review to inspire the next generation of global business leaders. ](\u002Fcase-studies\u002FHBR-new-mobile-app)[ Various people sitting at a meeting table. Most people are wearing headphones and all are looking at their own laptops. Various people sitting at a meeting table. Most people are wearing headphones and all are looking at their own laptops. Generative AI Transforming healthcare experiences with artificial intelligence and machine learning ](\u002Fcase-studies\u002Fgenerative-ai)[ CloseKnit logo is centered on a purple background above an illustration of medical professionals. CloseKnit logo is centered on a purple background above an illustration of medical professionals. CloseKnit Health Creating a scalable, multi-platform solution for virtual urgent care ](https:\u002F\u002Fthoughtbot.com\u002Fcase-studies\u002Fcloseknit) > We were so impressed by how collaborative and organized thoughtbot’s cross-functional team was. They were able to work through unexpected challenges with strategic focus. That remained consistent throughout our nine-month engagement. A headshot of Anne Bartholomew Anne Bartholomew Director of Product Management, Harvard Business Review Read the Harvard Business Review case study Our company Purpose-driven teams Our team is driven by our purpose and values; we continually improve our process, do our best work in strong partnerships with you, and transparently share how we work. We now have teammates located throughout the Americas, Europe, West Asia, and Africa enabling us to take on client projects around the world. Learn more about our company Illustration of a compass with silhouettes of people around it. Resources for Designers, Developers, and Leaders Reap the rewards of everything we’ve learned while building successful products Tech Leadership A quick-library to help your team level up processes and decision-making. Dive into our resources Design Sprint Guide Our guide to conducting and facilitating Product Design Sprints. Start your sprint Upcase Become an experienced developer and take “junior” out of your title. Learn from the experts Our Playbook Our documented approach to making successful web and mobile products. Discover a better way of working Our Blog The latest design, development, and product tools, techniques and more. Stay current on best practices Giant Robots Smashing Into Other Giant Robots Podcast A podcast about the design, development, and business of great software. Listen and subscribe What does success look like for your project? 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Page content: When the stakes are high, experience matters Our senior team partners with you to deliver reliable software and strengthen your team, even under complex constraints. [ Let’s talk ](\u002Fhire-us) Featured case study Client logo Your browser does not support the video tag. Your browser does not support the video tag. CloseKnit Health - Product Management - UX, UI, & Product Design - Ruby on Rails How thoughtbot delivered a multi-platform care solution while accelerating release speeds by 10x. Read about how we helped CloseKnit Health > We’ve had eight to ten times improvement in our release speed over a year, and that pace only looks to continue to accelerate. It’s night and day in terms of what we’re able to deliver. A headshot of Matt Thompson, Product Manager, CloseKnit Health Matt Thompson, Product Manager, CloseKnit Health Our services Your expert partners for building mission-driven products We specialize in building and modernizing software where reliability, compliance, and long-term maintainability matter as much as speed. Learn more about our services For every stage of your business - Rapid validation and early product strategy - Building a new product and roadmap planning - Team augmentation and process improvement - DevOps, Cloud, CI\u002FCD Over 1,000+ positive outcomes Our Clients Trusted by teams building software in high-stakes and regulated environments Here are their stories - Real Chemistry logo - Postmates logo - MoMA logo - Groups Recover Together logo - Harvard Business Review logo - LevelUp logo - Lola logo - vimeo logo - Airrosti logo - Digital Ocean logo - Planned Parenthood logo - Everlane logo - Hilton logo - Blinkist logo - Gov.uk logo - Mass Challenge logo - Mailchimp logo - Tile logo - Mindler logo - Merck logo - Harry's logo - BarkBox logo - Kickstarter logo - Disney logo Service Highlight Streamline your workflows with Artificial Intelligence (AI) Reimagine your company's future by developing your own custom Generative AI applications. thoughtbot can help you find opportunities to leverage OpenAI's ChatGPT to streamline internal workflows and stay ahead of the competition. Drive innovation with AI Illustration of a maze with paths combining to a single way out. Client Success Delivering confidently in complex environments [ A cropped view of a person with green pants, focus is on their hand holding a phone. The screen has an article with an area chart image and a title that reads '5 Pillars for Democratizing Data at Your Organization'. A cropped view of a person with green pants, focus is on their hand holding a phone. The screen has an article with an area chart image and a title that reads '5 Pillars for Democratizing Data at Your Organization'. HBR Future-proofing Harvard Business Review to inspire the next generation of global business leaders. ](\u002Fcase-studies\u002FHBR-new-mobile-app)[ Various people sitting at a meeting table. Most people are wearing headphones and all are looking at their own laptops. Various people sitting at a meeting table. Most people are wearing headphones and all are looking at their own laptops. Generative AI Transforming healthcare experiences with artificial intelligence and machine learning ](\u002Fcase-studies\u002Fgenerative-ai)[ CloseKnit logo is centered on a purple background above an illustration of medical professionals. CloseKnit logo is centered on a purple background above an illustration of medical professionals. CloseKnit Health Creating a scalable, multi-platform solution for virtual urgent care ](https:\u002F\u002Fthoughtbot.com\u002Fcase-studies\u002Fcloseknit) > We were so impressed by how collaborative and organized thoughtbot’s cross-functional team was. They were able to work through unexpected challenges with strategic focus. That remained consistent throughout our nine-month engagement. A headshot of Anne Bartholomew Anne Bartholomew Director of Product Management, Harvard Business Review Read the Harvard Business Review case study Our company Purpose-driven teams Our team is driven by our purpose and values; we continually improve our process, do our best work in strong partnerships with you, and transparently share how we work. We now have teammates located throughout the Americas, Europe, West Asia, and Africa enabling us to take on client projects around the world. Learn more about our company Illustration of a compass with silhouettes of people around it. Resources for Designers, Developers, and Leaders Reap the rewards of everything we’ve learned while building successful products Tech Leadership A quick-library to help your team level up processes and decision-making. Dive into our resources Design Sprint Guide Our guide to conducting and facilitating Product Design Sprints. Start your sprint Upcase Become an experienced developer and take “junior” out of your title. Learn from the experts Our Playbook Our documented approach to making successful web and mobile products. Discover a better way of working Our Blog The latest design, development, and product tools, techniques and more. Stay current on best practices Giant Robots Smashing Into Other Giant Robots Podcast A podcast about the design, development, and business of great software. Listen and subscribe What does success look like for your project? Let’s chat. A Clean \u002F Minimalist, Dark Mode, Typographic \u002F Big Type, Vibrant \u002F Colorful website in the Agency & Studio industry. The overall color palette features Black, Gray, White, Teal, Red. The typography features Inter (Sans Serif), Inter (Sans Serif). Built using Stimulus. AI description: thoughtbot is a premier design and development agency specializing in building high-stakes web and mobile products. By positioning themselves as senior partners rather than mere vendors, they cater to established enterprises and ambitious startups that require deep technical expertise in Ruby on Rails, AI, and product strategy. The site effectively communicates a sense of reliability and high-level craftsmanship, targeting decision-makers who value experience and proven results. The visual identity is modern, bold, and highly energetic, utilizing a sophisticated dark mode aesthetic. The design leverages large, impactful typography and a vibrant color palette of corals, teals, and purples to create a sense of personality and technical flair. Asymmetric layouts and organic, rounded image masks break away from traditional corporate stiffness, signaling a studio that is both technically rigorous and creatively forward-thinking."]