Ortent Life Sciences Radar research beta
The radar compares what 25 large pharma and biotech R&D spenders say in public about two things: AI and computation in drug discovery, and the digitalisation of their research labs and scientific data. Each company gets two scores for each theme. Priority is how much weight the company puts on the theme in its own disclosures, on a scale of 1 to 10. Delivery is how far its published evidence shows the work running, from 0 to 10. Open any company to see the quotes and links behind its scores.
The scores come only from public information up to 6 October 2026. They are Ortent's assessment and have not been independently validated. A low score can mean a company says little in public, or that we could not reach some of its sources, so the coverage status sits next to every score. If you know of public information we missed, report it at the foot of the page and we will review it at the next quarterly refresh.
Rochescaled
Priority 8 / Delivery 7
Priority 8: what the company says
Revolutionizing drug R&D with Lab-in-a-Loop Aviv Regev, Head of Genentech Research and Early Development (gRED)Roche Pharma Day 2026 presentation, 2026-09-28, p. 5
Our ‘R&D Excellence’ initiative, launched two years ago to accelerate our research and development, is showing strong progress.Roche Annual Report 2025, 2026-01-29, p. 12
Evolve our R&D engine and invest in its excellence Ongoing R&D investments Boston Innovation Center focusing on CVRM and AI in drug development openedRoche Pharma Day 2026 presentation, 2026-09-28, p. 62
Delivery 7, scaled: what it shows running
Pathobiology maps have scaled and accelerated our pipeline Example: IBD pathobiology mapsRoche Pharma Day 2026 presentation, 2026-09-28, p. 76
BRAID (biology AI) PrescientDesign1 (antibodies AI) gRED Computational Sciences (gCS) consolidated ... Recursion collaboration1 ... NVIDIA partnership OpenAI pilot partnership1 AI factory (NVIDIA)Roche Pharma Day 2026 presentation (London, 28 September 2026), 2026-09-28, p. 71
AI-enhanced pathobiology maps across our TAs ... +155% First map deployed (IBD) 4 neurology maps deployed increase in LI entries in 2 yearsRoche Pharma Day 2026 presentation, 2026-09-28, p. 77
Showing up to three quotes for each score. The full account brief for Roche lists every source.
Eli Lillylive
Priority 8 / Delivery 4
Priority 8: what the company says
We pursued breakthrough discoveries on three fronts. ... Partnerships were forged to deploy AI to help decode biology, with the potential to accelerate the discovery of new treatmentsEli Lilly and Company 2026 Proxy Statement (DEF 14A), incl. shareholder letter and CD&A, 2026-03-20
today announced it is building the most powerful supercomputer owned and operated by a pharmaceutical company, in collaboration with NVIDIALilly partners with NVIDIA to build the industry's most powerful AI supercomputer, supercharging medicine discovery and delivery for patients, 2025-10-28
The supercomputer is the world's first NVIDIA DGX SuperPOD with DGX B300 systems. It is powered by more than 1,000 B300 GPUs on a unified networking fabricLilly partners with NVIDIA to build the industry's most powerful AI supercomputer, 2025-10-28
Delivery 4, live: what it shows running
Launched a platform, giving biotechnology companies access to artificial intelligence (AI)-enabled drug discovery models.Eli Lilly and Company 2026 Proxy Statement (DEF 14A), incl. shareholder letter and CD&A, 2026-03-20
Lilly TuneLab, which together support biotech innovation by providing access to strategic capital, lab space and technology, and research and development capabilities including advanced AI models.Lilly announces plans to open Lilly Gateway Labs site in Philadelphia, 2025-11-19
Lilly TuneLab, an AI and machine learning platform, provides biotech companies with access to select Lilly models for drug discovery built on decades of Lilly's proprietary data.NVIDIA and Lilly Announce Co-Innovation AI Lab to Reinvent Drug Discovery in the Age of AI, 2026-01-12
Showing up to three quotes for each score. The full account brief for Eli Lilly lists every source.
Novo Nordisklive
Priority 8 / Delivery 4
Priority 8: what the company says
Key research & development enablers ... End-to-end AI ... and data scienceCapital Markets Day 2026: R&D strategy (Lange, Patel), 2026-09-21, p. 3
Significant changes in our R&D set-up ... and AI capabilities to deliver at quality ... and paceCapital Markets Day 2026: R&D strategy (Lange, Patel), 2026-09-21, p. 14
External innovation is a key enabler to expand the pipeline and strengthen competencies in AI ... Partnering with leading AI providersCapital Markets Day 2026: Corporate strategy presentation, 2026-09-21, p. 12
Delivery 4, live: what it shows running
AI is leveraged to improve speed, success and productivity across the research & development value chain Select achievements in 2026Capital Markets Day 2026: R&D strategy presentation, 2026-09-21, p. 7
Pre-clinical asset identified with key outputs ... Combine human-designed sequences with ML-assisted design in an ... active-learning loopCapital Markets Day 2026: R&D strategy (Lange, Patel), 2026-09-21, p. 8
Novo Nordisk and AWS have created a co-innovation hub in London ... to compress the path from drug target to first human dose ... a dedicated co-innovation hub within our existing facility in LondonNovo Nordisk and AWS enter strategic partnership to accelerate drug discovery through AI, 2026-08-10
Showing up to three quotes for each score. The full account brief for Novo Nordisk lists every source.
AstraZenecascaled
Priority 7 / Delivery 6
Priority 7: what the company says
we are investing significantly in transformative technologies that will shape the future of medicine ... This includes harnessing the power of AI where, for example, 90% of our small molecule discovery pipeline is already AI-assistedAstraZeneca Annual Report & Form 20-F Information 2025, p. 7
Our $2.5 billion investment expands early discovery and development and incorporates an AI and data science laboratory.AstraZeneca Annual Report & Form 20-F Information 2025, 2026-02-18, p. 7
In R&D, we are developing an ecosystem of foundation models and AI agentic frameworks to accelerate our drug discoveryAstraZeneca Annual Report & Form 20-F Information 2025, 2026-02-18, p. 38
Delivery 6, scaled: what it shows running
Over 90% of our small molecule discovery pipeline is AI-enabled, with similar approaches actively applied to other areas, including biologics.AstraZeneca Annual Report & Form 20-F Information 2025, 2026-02-18, p. 38
>90% of our small molecule discovery pipeline is enabled by AIAI & data in Drug Discovery & R&D (corporate R&D page)
Delivered industry-leading genomic insights while remaining sustainable, redesigning algorithms that cut CO2 emissions and compute time by 99.8% compared to global standards.AstraZeneca Annual Report & Form 20-F Information 2025, 2026-02-18, p. 30
Showing up to three quotes for each score. The full account brief for AstraZeneca lists every source.
Bristol Myers Squibbscaled
Priority 7 / Delivery 6
Priority 7: what the company says
Our focus on innovation includes leveraging data and integrating AI across the business to become a more efficient organization and accelerate the delivery of medicines to patients.Bristol Myers Squibb 2026 Proxy Statement, 2026-03-25, p. 3
all of our small molecule experiments and half of our large molecule experiments are now using an AI model to predict probability of successBristol Myers Squibb 2026 Proxy Statement, 2026-03-25, p. 3
today announced it will expand its compute infrastructure to deploy an NVIDIA DGX SuperPOD with DGX Vera Rubin NVL72 systemsBristol Myers Squibb to Build the Most Powerful AI Factory in Life Sciences with NVIDIA, 2026-07-20
Delivery 6, scaled: what it shows running
builds on nearly three years of collaboration that began when BMS first deployed NVIDIA DGX SuperPOD infrastructure to support its Research and Development activitiesBristol Myers Squibb to Build the Most Powerful AI Factory in Life Sciences with NVIDIA, 2026-07-20
all of our small molecule experiments and half of our large molecule experiments are now using an AI model to predict probability of successBristol Myers Squibb 2026 Proxy Statement, 2026-03-25, p. 3
AI informs the design of every small molecule program and the majority of the company’s large molecule programsBristol Myers Squibb to Build the Most Powerful AI Factory in Life Sciences with NVIDIA, 2026-07-20
Showing up to three quotes for each score. The full account brief for Bristol Myers Squibb lists every source.
Daiichi Sankyolive
Priority 7 / Delivery 4
Priority 7: what the company says
Identify next BGTs by 2030 ... 当社は、2030年までに次世代のBGTsを特定することを重要な戦略目標として位置づけております。 ... 国内外の研究拠点の拡充やAI・データ駆動型創薬の推進有価証券報告書 第21期 (Annual Securities Report FY2025, 1 Apr 2025-31 Mar 2026), 2026-06-19, p. 12
Expanding Drug Discovery Research Capabilities: ... Expanding and strategizing AI-driven drug discovery into multi-modality research ... AI-driven molecular designFY2025 Financial Results and 5-Year Business Plan Presentation & Discussion (FY2026-FY2030), 2026-05-11, p. 69
Smart Lab: Enabling Competitive AI-driven Drug Discovery ... Seamless data feedback to molecular design AI ... Smart Lab is the cornerstone of AI-driven drug design success.Science & Technology Day 2025, 2025-12-16, p. 85
Delivery 4, live: what it shows running
OpenFold-3をはじめとする最先端のAIモデルを社内環境に導入し、研究者が利用できるアプリケーションとしてクラウド環境上で提供しています。DX - データと先進デジタル技術の活用 (DX corporate page)
大規模言語モデルによるヒト遺伝子データの分析 複雑で膨大な遺伝子情報を高性能Graphics Processing Unit(GPU)で処理しDXを継続的に動かす基盤と体制 (DX enablers page)
AIエージェントをバイオインフォマティクス業務に導入し、生命科学データの探索・解析を効率化・高度化しています。実際のデータ解析業務を通じてその有用性を検証しDX - データと先進デジタル技術の活用 (DX corporate page)
Showing up to three quotes for each score. The full account brief for Daiichi Sankyo lists every source.
Regeneronlive
Priority 7 / Delivery 4
Priority 7: what the company says
We aim to complete sequencing of 10 million samples and integrate AI and big data tools to improve drug discovery and digital health solutions by 2030.2025 Responsibility Report, 2026-04-28, p. 17
through the Regeneron Genetics Center ... we’re committing to sequencing 10 million samples and integrating artificial intelligence (AI) and big data tools to advance drug discoveryResponsibility at Regeneron: A Look Back and a Look Ahead (story), 2026-04-28
SCIENCE-LED 2030 GOALS WILL HOLD US ACCOUNTABLE ... Completing sequencing of 10M samples and integrating AI and big data tools to improve drug discoveryRegeneron Corporate Presentation, July 2026, 2026-07, p. 31
Delivery 4, live: what it shows running
We use innovative technologies, such as machine learning, to sequence exomes, align with health information and perform large-scale analyses to make meaningful associations between genes and diseases.Regeneron Collaborates with TriNetX to Access De-identified Electronic Health Records of 300 Million Patients, 2026-04-02
Our lab technicians, data scientists and bioinformaticians collect and analyze large amounts of data using cloud technology to simultaneously look at genes, proteins, health records and more.The Regeneron Scientific Journey (story), 2026-06-09
RGC leverages organoid models, siRNA, and CRISPR knockout models to validate genetic associations that lead to new therapeutic targets. ... These efforts at RGC have led to the identification of more than 40 novel genetic targets.Regeneron 2025 Annual Report incl. Form 10-K FY2025, 2026-02-04, p. 22
Showing up to three quotes for each score. The full account brief for Regeneron lists every source.
Astellaslive
Priority 6 / Delivery 7
Priority 6: what the company says
A key partnership is our participation in Tokyo-1 ... This initiative utilizes the Tokyo-1 GPU supercomputer to accelerate our research in molecular simulation and AI-based molecular designIntegrated Report 2025 (FY2024, English), 2025-10-31, p. 62
in drug discovery research, we aim to accelerate the development of biopharmaceuticals and improve productivity, not only through NVIDIA's AI-powered supercomputing for small molecule drug design that has already been implementedAstellas R&D Day event transcript, 31 March 2026, 2026-03-31, p. 19
Strategic investments in AI will help us improve speed, quality and ... decision-making across R&D ... Research ... Human-in-the-Loop platform, an AI ... and robotics integrated system to optimize drug candidates ... NVIDIA-powered supercomputing to ... dramatically accelerate early-stage ... drug discoveryAstellas R&D Day presentation, 31 March 2026, 2026-03-31, p. 21
Delivery 7, live: what it shows running
It also includes automated synthesis and assay systems using robots, and tools ... for automatically creating structure-activity relationship (SAR) tables ... The platform also ... incorporates the ability to remotely monitor the operation of the robotsIntegrated Report 2025 (FY2024, English), 2025-10-31, p. 61
Astellas has been ahead of the curve, integrating AI into its drug development processes since 2019. The company's innovative "Human-in-the-Loop" platform is central to this effortIntegrated Report 2025 (English), 2025-10-31, p. 61
in drug discovery research, we aim to accelerate the development of biopharmaceuticals and improve productivity, not only through NVIDIA's AI-powered supercomputing for small molecule drug design that has already been implementedAstellas R&D Day event transcript, 31 March 2026, 2026-03-31, p. 19
Showing up to three quotes for each score. The full account brief for Astellas lists every source.
Sanofiscaled
Priority 6 / Delivery 6
Priority 6: what the company says
3) Accelerate efficiency ... AI and data science are already supporting our teams in areas such as accelerating drug discoverySanofi Annual Report on Form 20-F 2025, 2026-02-17, p. 28
organized around four key priorities: 1) focus on growth; 2) lead with innovation; 3) accelerate efficiency; and 4) reinvent how we workSanofi Annual Report on Form 20-F 2025, 2026-02-17, p. 27
We are an R&D driven, AI-powered biopharma company committed to improving people’s lives and creating compelling growth.Sanofi Annual Report on Form 20-F 2025, 2026-02-17, p. 26
Delivery 6, scaled: what it shows running
Digital ... In R&D: ... 90% targets in the pipeline now being credentialed using our data and AI systemsSanofi Annual Report on Form 20-F 2025, 2026-02-17, p. 137
100% small and large molecule drug design efforts now supported by AI/ML methods, doubling molecular throughput of research teamsSanofi Annual Report on Form 20-F 2025, 2026-02-17, p. 137
our Target Discovery engines have delivered seven novel drug targets in just one yearSanofi Annual Report on Form 20-F 2025, 2026-02-17, p. 28
Showing up to three quotes for each score. The full account brief for Sanofi lists every source.
Amgenlive
Priority 6 / Delivery 4
Priority 6: what the company says
Putting AI at the Heart of Drug Discovery ... Amgen is working toward using artificial intelligence and machine learning to shorten that timeline and raise the odds of success.Amgen 2025 Annual Report: Letter to Shareholders and Form 10-K, 2026-03-18, p. 4
making the following changes effective June 1, 2026 ... will serve as executive vice president, Research and Development, Artificial Intelligence and Data.Amgen Announces Retirement of David M. Reese, EVP and Chief Technology Officer (organizational changes), 2026-04-22
highlights the company's continued investment in scientific research, artificial intelligence in drug discovery, and advanced manufacturing.Amgen Ranks #4 on Forbes' Most Innovative Large Companies List, 2026-09-22
Delivery 4, live: what it shows running
Amgen has developed an integrated ... generative loop, where AI and automation continuously refine each other.Bio Meets Tech: How Amgen is Designing the Medicines of Tomorrow, 2025-12-02
Amgen's AI platforms help identify genetically validated targets, generate novel proteins and predict how drug candidates will perform before they reach the lab.Amgen 2025 Annual Report: Letter to Shareholders and Form 10-K, 2026-03-18, p. 4
Head's team applies protein and chemistry language models and other AI-enabled design approaches to drug discoveryAmgen's Approach to AI-Enabled Clinical Development, 2026-05-20
Showing up to three quotes for each score. The full account brief for Amgen lists every source.
BayerProvisional
Priority 6 / Delivery 4
Priority 6: what the company says
"Our ambition is to leverage AI to increase R&D productivity by 40 percent by 2030," said Sai Jasti, Senior Vice President, Head of Data Science & Artificial Intelligence, Bayer Pharmaceuticals R&D.Bayer's strongest-ever pharma portfolio and promising pipeline drive future growth (Pharma Media Day 2026, News Release 2026-0056e), 2026-04-01, p. 12
By integrating AI platform architecture with anonymized ... data, our data scientists are empowered to maximize our in-house biologics portfolio, validate AI models, and scale solutions, thereby ultimately speeding up drug discovery.Bayer's strongest-ever pharma portfolio and promising pipeline drive future growth (Pharma Media Day 2026, News Release 2026-0056e), 2026-04-01, p. 12
Through this acquisition, Bayer subsidiary Vividion Therapeutics Inc. is expanding its capabilities in terms of proprietary methods for computer-based genomic screening. ... Bayer paid an upfront consideration of around €19 million to acquire Tavros.Bayer Annual Report 2025 (entire report PDF), 2026-03-04, p. 294
Delivery 4, live: what it shows running
Combining the Tavros platform with Vividion’s chemoproteomics expertise and capabilities continues to greatly enhance Vividion’s efforts to generate potential best- and first-in-class drug targets across oncology and immunology.Bayer Annual Report 2025 (entire report PDF), 2026-03-04, p. 47
Following a successful proof of concept, Bayer selected Cradle as its best suited partner from among several vendors.Bayer and Cradle enter collaboration to enhance AI-enabled antibody discovery and optimization (News Release 2026-0009e), 2026-01-07, p. 2
entered a three-year strategic collaboration to deploy Cradle's scientific AI software platform for protein engineering ... Bayer will integrate the generative AI platform into existing R&D workflows to enhance lead generation and optimization across its therapeutic antibody pipeline.Bayer and Cradle enter collaboration to enhance AI-enabled antibody discovery and optimization (News Release 2026-0009e), 2026-01-07, p. 1
Provisional: a published company document could not be read in full, so these scores may change. Showing up to three quotes for each score. The full account brief for Bayer lists every source.
GSKlive
Priority 6 / Delivery 4
Priority 6: what the company says
At every step of the R&D process, we are using data tech, including AI, and platform technologies to be faster, more effective and more predictive in discovering and developing innovative medicines and vaccines.GSK Annual Report 2025, 2026-03-05, p. 5
Our AI-powered, end-to-end oligonucleotide platform, 'Oligopolis', which incorporates the Elsie platform we acquired in 2024, is redefining research in chemistry and biology. The platform automates cycles of design, synthesis and testingGSK Annual Report 2025, 2026-03-05, p. 34
GSK announced that it had acquired Elsie Biotechnologies, a San Diego-based private biotechnology company dedicated to unlocking the full potential of oligonucleotide therapeutics, for a total consideration of up to US$51 millionGSK Annual Report 2025, 2026-03-05, p. 245
Delivery 4, live: what it shows running
Our digital chemistry platform uses AI/machine learning (ML) and automation to accelerate design-build-test cycles in small-molecule discovery.GSK Annual Report 2025, 2026-03-05, p. 34
Our AI-powered, end-to-end oligonucleotide platform, 'Oligopolis', which incorporates the Elsie platform we acquired in 2024, is redefining research in chemistry and biology. The platform automates cycles of design, synthesis and testingGSK Annual Report 2025, 2026-03-05, p. 34
GSK uses these AI methods to compare expression data from healthy lung tissue with samples from COPD patientsMapping disease at the cellular level: A single-cell revolution in drug discovery (Behind the Science), 2025-12-12
Showing up to three quotes for each score. The full account brief for GSK lists every source.
Merck KGaAlive
Priority 6 / Delivery 4
Priority 6: what the company says
we also use it internally in our Healthcare business sector in early stages of drug discovery. Our AI in drug discovery program will accelerate the discovery of new and better drug candidates2025 Annual Report of Merck KGaA, Darmstadt, Germany (2025-Q4-Report-NA.pdf), 2026-03-05, p. 41
successfully launch a state-of-the-art high-performance computer in Munich, Germany, designed to accelerate innovation across the three business sectors ... streamline drug discovery processes in its Healthcare business sectorone-HPC: High-performance computer launched with Lenovo and Equinix, 2025-11-20
RDKit helps our research and development scientists within our Healthcare business sector ... said Arvind Rajpal, Head of Discovery & Development Technologies at Research and Development within the Healthcare business sector of Merck KGaA, Darmstadt, GermanyRDKit conference with more than 300 participants (news release), 2026-09-21
Delivery 4, live: what it shows running
AIDDISON™, our generative AI-powered active ingredient discovery platform. In addition to external commercialization, we also use it internally in our Healthcare business sector in early stages of drug discovery.2025 Annual Report of Merck KGaA, Darmstadt, Germany (2025-Q4-Report-NA.pdf), 2026-03-05, p. 41
Predictive Modeling Platform , a tool for AI-driven design of drug-like molecules for the Healthcare business sector, recently recognized with an in-house awardRDKit conference with more than 300 participants (news release), 2026-09-21
RDKit helps our research and development scientists within our Healthcare business sector turn chemical data into AI-ready representations and actionable insights for faster, better-informed molecular design.RDKit conference with more than 300 participants (news release), 2026-09-21
Showing up to three quotes for each score. The full account brief for Merck KGaA lists every source.
Johnson & Johnsonlive
Priority 5 / Delivery 4
Priority 5: what the company says
says Justin Scheer, Vice President, In Silico Discovery, Innovative Medicine R&D, Johnson & Johnson ... Using our highly sophisticated AI, built on in-house data, we aim to accelerate the delivery of medicines6 ways Johnson & Johnson is using AI to help advance healthcare, 2026-04-08
Once promising disease targets are identified, Johnson & Johnson is then leveraging AI to help discover molecules that could interact with the target.6 ways Johnson & Johnson is using AI to help advance healthcare, 2026-04-08
By combining data, AI and machine learning (ML), and advanced computing with our scientific expertise, Johnson & Johnson is setting a new pace for discovering life-changing treatments for patients in need.Artificial Intelligence - advancing healthcare from New Jersey to the world, 2026-09-04
Delivery 4, live: what it shows running
Johnson & Johnson is then leveraging AI to help discover molecules that could interact with the target. ... The company is doing this through its own state-of-the-art technologies, as well as in partnership with external collaborators.6 ways Johnson & Johnson is using AI to help advance healthcare, 2026-04-08
So in molecular design in discovery, it's shortening the time from hit to lead. So we can do things faster.Johnson & Johnson at Bernstein Strategic Decisions Conference (transcript), 2026-05-27, p. 7
So we have a number of examples of oral medicines that we are getting into humans much faster than we were able to do pre utilizing AI. ... we are clearly using it, and it's already ongoing.Johnson & Johnson at Bernstein Strategic Decisions Conference (transcript), 2026-05-27, p. 8
Showing up to three quotes for each score. The full account brief for Johnson & Johnson lists every source.
MSDlive
Priority 5 / Delivery 4
Priority 5: what the company says
The collaboration builds on Merck's broader investments in AI/ML-enabled discovery, spanning computational or spatial biology, AI foundation models and real-world dataMerck and Mayo Clinic Announce New Research and Development Collaboration to Support AI-Enabled Drug Discovery and Precision Medicine, 2026-02-18
Merck's ambition to harness AI-enabled virtual cell technologies to enhance disease understanding, improve target identification and drive early development decisionsMerck and Mayo Clinic Announce New Research and Development Collaboration to Support AI-Enabled Drug Discovery and Precision Medicine, 2026-02-18
We also use data science, AI, and machine learning ... (ML) to help overcome bottlenecks in discovery, research, and development.Purpose for Progress Impact Report 2025/2026, 2026-08-18, p. 22
Delivery 4, live: what it shows running
KERMT isn't just helping our researchers; as an open-source model, its code is available to the whole scientific community.Our AI model KERMT is helping to advance drug discovery (story), 2026-03-19
We recently developed two foundation models which uncover patterns in disease to find better drug targets, allow faster molecular design and rapidly test small molecules5 ways we're transforming artificial intelligence into impact (story), 2026-01-09
Developed in collaboration with Nvidia, KERMT, pronounced "Kermit" and short for Kinetic GROVER Multi-Task, is a deep-learning computer model trained on more than 11 million molecules.Our AI model KERMT is helping to advance drug discovery (story), 2026-03-19
Showing up to three quotes for each score. The full account brief for MSD lists every source.
Modernalive
Priority 5 / Delivery 4
Priority 5: what the company says
Power innovation through our Scientific Intelligence Engine Harness data, AI/ML, automation, and robotics to accelerate discovery and continuously improve how we workModerna Science Day 2026 presentation, 2026-06-25, p. 116
Our AI strategy turns platform data and biological insight into faster innovationModerna Science Day 2026 presentation, 2026-06-25, p. 10
Across Moderna, we are building what we call our Scientific Intelligence Engine—a system that combines data, AI and machine learning, automation, and robotics to accelerate discovery and improve how we work.Building Moderna's Next Decade of Growth (Stephane Bancel, Science Day post), 2026-06-25
Delivery 4, live: what it shows running
At the research stage, our digital and AI infrastructure allows our scientists to design novel mRNA constructs, use AI algorithms to optimize them and order them from our high throughput preclinical scale production line.Moderna Form 10-K for fiscal year ended 31 December 2025, 2026-02-20, p. 26
Lucy is at the heart of Moderna's scientific intelligence engine. Lucy connects everything that we've built in AI, automation, experimentation, and data into a continuously improving learning system.Moderna Science Day transcript (LSEG StreetEvents), 2026-06-25, p. 25
We do have an ongoing program to try and improve this algorithm. In fact, we're using artificial intelligence to try to develop the next algorithm.Q2 2026 Moderna earnings call transcript, 2026-07-31, p. 9
Showing up to three quotes for each score. The full account brief for Moderna lists every source.
UCBlive
Priority 5 / Delivery 4
Priority 5: what the company says
UCB has acquired the Patient Insight Business of IMIDomics ... which applies advanced biostatistics, machine learning, and AI to uncover new therapeutic targets, responder biomarkersUCB announces acquisition of IMIDomics' Patient Insight Business, 2026-05-01
Patient Insight Business enhances UCB’s ability to identify novel drug targets, discover responder biomarkers, and design molecularly informed patient stratification approachesUCB announces acquisition of IMIDomics' Patient Insight Business, 2026-05-01
On 1 May 2026, the Group acquired the Patient Insight Business of IMIDomics. The acquisition provides UCB with direct access to one of the most advanced, deeply curated human datasets in immunologyUCB 2026 Half-Year Financial Report, 2026-07-30, p. 29
Delivery 4, live: what it shows running
Our collaborations with Schrödinger are also integrating advanced modeling and computational design, to accelerate discovery and enhance data quality across key R&D pillars such as multi-specific medicines and digital antibody engineering.UCB Integrated Annual Report 2025, 2026-02-26, p. 19
On 1 May 2026, the Group acquired the Patient Insight Business of IMIDomics. The acquisition provides UCB with direct access to one of the most advanced, deeply curated human datasets in immunologyUCB 2026 Half-Year Financial Report, 2026-07-30, p. 29
In January 2025, UCB entered into a license agreement on XtalFold™, a biologics AI platform developed by Ailux Biologics, a division of XtalPi. UCB will leverage XtalFold™ for the discovery and engineering of biologics.UCB Integrated Annual Report 2025, 2026-02, p. 180
Showing up to three quotes for each score. The full account brief for UCB lists every source.
Boehringer Ingelheimbuild underway
Priority 5 / Delivery 3
Priority 5: what the company says
Anticipated £150M investment over 10 years as part of Boehringer's commitments in AI across R&D, with the first 50 AI experts in place by end of 2027Boehringer Ingelheim expands investment in computational innovation with new AI Accelerator in UK Knowledge Quarter, 2026-04-20
Computational science is central to our innovation strategy.Computational Innovation (UK corporate page), 2026-04-07
Computational Innovation identifies and builds confidence in new therapeutic concepts and increases the likelihood of success across our portfolio.Partnering in Computational Innovation flyer (June 2026), 2026-06-18, p. 1
Delivery 3, build underway: what it shows running
Boehringer Ingelheim today announced the expansion of its global Computational Innovation footprint with the launch of a new center for AI and machine learning in King's Cross, London, UKBoehringer Ingelheim expands investment in computational innovation with new AI Accelerator in UK Knowledge Quarter, 2026-04-20
Computational Innovation now has locations in Austria, Germany, UK and USA specializing in AI, machine learning, human genetics, and computational biology.Boehringer Ingelheim expands investment in computational innovation with new AI Accelerator in UK Knowledge Quarter, 2026-04-20
Molecule design: Leveraging AI to help create high-quality molecules faster.Computational Innovation (UK corporate page), 2026-04-07
Showing up to three quotes for each score. The full account brief for Boehringer Ingelheim lists every source.
AbbViefunded or contracted
Priority 5 / Delivery 2
Priority 5: what the company says
Through our areas of innovation, which include data convergence, artificial intelligence (AI), genetic medicine and genomics, patient-focused disease medicine and therapeutic modalities, we are leveraging powerful tools in order to accelerate discoveryAbbVie 2025 ESG Action Report, 2026-03-23 to 2026-10-06 (bracketed): no printed publication date; the dated 2026 Proxy Statement (~23 Mar 2026) calls it the 'upcoming 2025 ESG Action Report' (A:ABBV-02 pdf p136); company newsroom capture 2026-10-06 links 'Read our 2025 ESG report' (A:ABBV-15). PDF dates provisional only., p. 17
AI: We are integrating AI into our R&D processes to support improved drug discovery and development. We use AI to extract knowledge from data across our entire pipeline, from enabling more efficient molecule property predictionAbbVie 2025 ESG Action Report, 2026-03-23 to 2026-10-06 (bracketed): no printed publication date; the dated 2026 Proxy Statement (~23 Mar 2026) calls it the 'upcoming 2025 ESG Action Report' (A:ABBV-02 pdf p136); company newsroom capture 2026-10-06 links 'Read our 2025 ESG report' (A:ABBV-15). PDF dates provisional only., p. 18
Under the terms of the collaboration, Iambic will receive an upfront payment and is eligible to receive success-based milestone payments and tiered royalties on net sales from products generated from the collaboration.AbbVie and Iambic Announce Collaboration to Accelerate AI-driven Drug Discovery, 2026-09-21
Delivery 2, funded or contracted: what it shows running
today announced a multi-year collaboration to accelerate the discovery and development of small molecule therapies with first-in-class and best-in-class potential across immunology, neuroscience and oncologyAbbVie and Iambic Announce Collaboration to Accelerate AI-driven Drug Discovery, 2026-09-21
Under the terms of the collaboration, Iambic will receive an upfront payment and is eligible to receive success-based milestone payments and tiered royalties on net sales from products generated from the collaboration.AbbVie and Iambic Announce Collaboration to Accelerate AI-driven Drug Discovery, 2026-09-21
AI: We are integrating AI into our R&D processes to support improved drug discovery and development. We use AI to extract knowledge from data across our entire pipeline, from enabling more efficient molecule property predictionAbbVie 2025 ESG Action Report, 2026-03-23 to 2026-10-06 (bracketed): no printed publication date; the dated 2026 Proxy Statement (~23 Mar 2026) calls it the 'upcoming 2025 ESG Action Report' (A:ABBV-02 pdf p136); company newsroom capture 2026-10-06 links 'Read our 2025 ESG report' (A:ABBV-15). PDF dates provisional only., p. 18
Showing up to three quotes for each score. The full account brief for AbbVie lists every source.
Novartisimplementation claimed, maturity unconfirmed
Priority 5 / Delivery claimed
Priority 5: what the company says
Our Novartis R&D leaders, Fiona Marshall ... have defined a clear strategy for how these technological advances should be integrated from end-to-end, across the R&D continuum.Story: Smarter decisions at scale: How Novartis is using AI to advance R&D, 2026-07-28
Scaling AI across the value chain to unlock productivity and performance ... Target Discovery Engine ... Small molecule GenChem and optimizationMeet Novartis Management 2025 CEO presentation (investor event, London), 2025-11-20, p. 29
Delivery claimed, implementation claimed, maturity unconfirmed: what it shows running
This is playing out in focused initiatives across Novartis R&D: Target identification and validation: AI models can integrate evidence from human genetic and multi-omic datasetsStory: Smarter decisions at scale: How Novartis is using AI to advance R&D, 2026-07-28
Reviewed AI use case on “New Target Identification”, “Driving Translation through Data Science and AI”, “Present and Future of AI Augmented Chemistry”, and “AI/ML in Biologics”Novartis Annual Report 2025 (Form 20-F format; AR and 20-F counted as one source), 2026-02-04, p. 125
These efforts are shifting how teams work so they’re spending less time sifting through data and more time on creative iteration and decision-making.Story: Smarter decisions at scale: How Novartis is using AI to advance R&D, 2026-07-28
Showing up to three quotes for each score. The full account brief for Novartis lists every source.
Pfizerbuild underway
Priority 5 / Delivery claimed
Priority 5: what the company says
Our 2026 key priorities are: ... Scale AI across our business.Pfizer 2025 Form 10-K, 2026-02-26, p. 10
In addition, we are scaling AI across R&D, manufacturing, commercial and patient engagement to improve productivity and accelerate innovation.Pfizer 2025 Form 10-K, 2026-02-26, p. 10
Build an end-to-end AI-native R&D organizationQ2 2026 earnings charts, 2026-08-04, p. 9
Delivery claimed, build underway: what it shows running
To meet the growing AI demand, over the next two years, we are expanding to more than 1,200 GPUs, largely driven by R&D application of AI.Q4 2025 earnings call prepared remarks, 2026-02-03, p. 3
We are embedding AI into each functional line in R&D.Q1 2026 earnings call prepared remarks, 2026-05-05, p. 5
It's going to be by deploying AI, which already happened in 2025 with excellent results that creates significant productivity gains. This is where we are reducing the cost of R&D.Q4 2025 Pfizer Inc Earnings Call transcript (LSEG edited, company-hosted), 2026-02-03, p. 14
Showing up to three quotes for each score. The full account brief for Pfizer lists every source.
Takedafunded or contracted
Priority 4 / Delivery 2
Priority 4: what the company says
We seek to achieve a foundational shift that embeds AI into every stage of drug discovery, redesigning workflows to include automated, data-driven, predictive processes that accelerate innovation.Takeda Annual Report on Form 20-F for FY2025 (year ended 31 March 2026), 2026-06-17, p. 25
By using advanced models to predict how molecules will behave, we can identify high-quality candidates earlier and rapidly optimize their design.Takeda 2026 Annual Integrated Report (FY2025), p. 8
Through bold investments in digital, data and AI-driven capabilities, our teams are delivering for patients at speed and scale.Takeda 2026 Annual Integrated Report (FY2025), p. 8
Delivery 2, funded or contracted: what it shows running
Iambic Therapeutics U.S. Cross-therapeutic area discovery research alliance to leverage Iambic’s computational-driven discovery engineTakeda Annual Report on Form 20-F for FY2025 (year ended 31 March 2026), 2026-06-17, p. 49
By using advanced models to predict how molecules will behave, we can identify high-quality candidates earlier and rapidly optimize their design.Takeda 2026 Annual Integrated Report (FY2025), p. 8
Showing up to three quotes for each score. The full account brief for Takeda lists every source.
Gileadimplementation claimed, maturity unconfirmed
Priority 2 / Delivery claimed
Priority 2: what the company says
Gilead will build and maintain leadership capabilities to govern AI responsibly while applying these powerful new tools to support drug discovery, improve the employee experience and expedite responsible business reporting efforts.2025 Responsible Business and Impact Report, 2026-04-21, p. 10
Brings Together Oncology, Inflammation and Research Data Science Teams to Foster Scientific CollaborationGilead Opens State-of-the-Art Research Center to Advance the Next Generation of Medicines, 2026-09-08
Adopt and Scale AI to Transform How We Work2026 Notice of Annual Meeting and Proxy Statement with Form 10-K for FY2025 (annual report wrapper), 2026-03-20, p. 2
Delivery claimed, implementation claimed, maturity unconfirmed: what it shows running
today celebrated the opening of its 182,000-square-foot Research Center at its Foster City headquarters, expanding capabilities in oncology, inflammation and research data scienceGilead Opens State-of-the-Art Research Center to Advance the Next Generation of Medicines, 2026-09-08
By co-locating key research disciplines and expanding our data science capabilities, we are strengthening the infrastructure needed to accelerate discovery and advance meaningful innovations.Gilead Opens State-of-the-Art Research Center to Advance the Next Generation of Medicines, 2026-09-08
Showing up to three quotes for each score. The full account brief for Gilead lists every source.
Daiichi Sankyolive
Priority 8 / Delivery 4
Priority 8: what the company says
Expanding Drug Discovery Research Capabilities: Creation of BGTs through the integration of expanded research functions, digital transformation (DX) of drug discovery research, and open innovationFY2025 Financial Results and 5-Year Business Plan Presentation (FY2026-FY2030), 2026-05-11, p. 69
Opening of Smart Research Lab San Diego ... Building AWS infrastructure and data utilization systems ... Completion of new research building (Smart Lab)FY2025 Financial Results and 5-Year Business Plan Presentation (FY2026-FY2030), 2026-05-11, p. 69
Launched Smart Research Lab in San Diego to Accelerate Innovation ... Integrated robotic automation for end-to-end workflows ... DS’s first dedicated drug discovery base in the U.S.Science & Technology Day 2025, 2025-12-16, p. 86
Delivery 4, live: what it shows running
実験装置にAIを組み込み、これまで人が目視で行っていた液体の量の測定や ... リアルタイムで自動的に行えるようになりました。これにより、実験操作の一部が自動化され、作業の正確性と効率が向上しています。DX - データと先進デジタル技術の活用 (DX corporate page)
研究者が設計した多様な実験工程をロボットで実行します。 ... 「メタデータ」を取得し、実験結果とともにデータプロダクトとして標準化して保存します。実験結果を電子ノートへまとめる仕組みも整備しています。DX - データと先進デジタル技術の活用 (DX corporate page)
At the SRL, advanced robotics and in-house developed, sophisticated software is being utilized to significantly enhance the efficiency of drug discovery researchAdvancing Research for the Future: The Potential of Smart Research Laboratories in Research DX, 2025-10-31
Showing up to three quotes for each score. The full account brief for Daiichi Sankyo lists every source.
Regeneronlive
Priority 8 / Delivery 4
Priority 8: what the company says
Integrating Genetics, Proteomics, and Big Data ... World’s largest DNA and proteomics-linked healthcare database, enabling advanced drug discovery, development, and healthcare analyticsRegeneron Corporate Presentation, January 2026, 2026-01, p. 3
Integrating Genetics, Proteomics, and Big Data ... World's largest DNA and proteomics-linked healthcare database, enabling advanced drug discovery, development, and healthcare analyticsRegeneron Corporate Presentation, July 2026, 2026-07, p. 3
over the last decade, we have made enormous investments to build the world's largest collection of "big data" in which de-identified electronic health records ("EHRs") are linked to molecular data (DNA sequence and proteomics data).2026 Proxy Statement (DEF 14A), 2026-04-24
Delivery 4, live: what it shows running
RGC utilizes laboratory automation and innovative approaches to cloud computing to achieve high-quality throughput, attaining over 3 million samples sequenced to date.Regeneron 2025 Annual Report incl. Form 10-K FY2025, 2026-02-04, p. 22
we partnered with DNAnexus to provide infrastructure ... today, it underpins everything from large-scale sequencing projects to trusted research environments used by global collaborationsStrategic Investments for a Stronger RGC Future (story), 2026-01-13
We are also introducing more automation to improve coverage uniformity, and re-engineer bioinformatics workflows so sequencing data can be analyzed even faster.Strategic Investments for a Stronger RGC Future (story), 2026-01-13
Showing up to three quotes for each score. The full account brief for Regeneron lists every source.
Amgenlive
Priority 6 / Delivery 4
Priority 6: what the company says
Marti Head, Associate Vice President, Automation, Research Data Systems, Informatics, and AIAmgen's Approach to AI-Enabled Clinical Development, 2026-05-20
$125M investment expands Amgen's South San Francisco research hub ... Integrated labs bring medicinal chemistry, biology, protein sciences, automation, and data science together to accelerate discoveryInside Amgen's Next-Generation Labs: Powering Faster, Smarter Small Molecule Drug Discovery, 2026-05-06
the labs are purpose-built to support more than 100 scientists and equipped with advanced technologies ... from high-throughput automation and robotics to state-of-the-art analytical toolsInside Amgen's Next-Generation Labs: Powering Faster, Smarter Small Molecule Drug Discovery, 2026-05-06
Delivery 4, live: what it shows running
the labs are purpose-built to support more than 100 scientists and equipped with advanced technologies ... from high-throughput automation and robotics to state-of-the-art analytical toolsInside Amgen's Next-Generation Labs: Powering Faster, Smarter Small Molecule Drug Discovery, 2026-05-06
AI designs proteins with desired properties. Robots make and test them at scale. Results feed back into the AI model, improving its predictions.Bio Meets Tech: How Amgen is Designing the Medicines of Tomorrow, 2025-12-02
High-throughput automation further minimizes bottlenecks, scales operations efficiently and helps Amgen bring more potential therapeutics forward faster.Bio Meets Tech: How Amgen is Designing the Medicines of Tomorrow, 2025-12-02
Showing up to three quotes for each score. The full account brief for Amgen lists every source.
Astellaslive
Priority 5 / Delivery 4
Priority 5: what the company says
A key initiative at Astellas is to enhance our global data infrastructure and governance to enable further AI adoptionIntegrated Report 2025 (FY2024, English), 2025-10-31, p. 62
by actively promoting the use of data, including the proactive utilization of real-world data, integration of R&D database, and AI-driven simulation and modeling, we are working to speed upAstellas R&D Day event transcript, 31 March 2026, 2026-03-31, p. 17
but also by introducing AI-enabled protein station for research automationAstellas R&D Day event transcript, 31 March 2026, 2026-03-31, p. 19
Delivery 4, live: what it shows running
It also includes automated synthesis and assay systems using robots, and tools ... for automatically creating structure-activity relationship (SAR) tables ... The platform also ... incorporates the ability to remotely monitor the operation of the robotsIntegrated Report 2025 (FY2024, English), 2025-10-31, p. 61
we are building and enhancing ... dedicated in-house databases for each modality. Furthermore, the deployment ... of robotic technology to our overseas and joint research facilities is progressing, ... creating a global network to collect more uniform, high-quality dataIntegrated Report 2025 (FY2024, English), 2025-10-31, p. 62
but also by introducing AI-enabled protein station for research automationAstellas R&D Day event transcript, 31 March 2026, 2026-03-31, p. 19
Showing up to three quotes for each score. The full account brief for Astellas lists every source.
AstraZenecalive
Priority 5 / Delivery 4
Priority 5: what the company says
The R&D centre includes ten floors of interconnecting laboratories to allow a flow of seamless science enabled by cutting-edge technologies that integrate robotics, continuous automation, and agentic AI.AstraZeneca opens new global strategic R&D centre in Kendall Square, Cambridge, Massachusetts, 2026-10-05
AstraZeneca today announced the opening of its newest global strategic research and development (R&D) centre, in Kendall SquareAstraZeneca opens new global strategic R&D centre in Kendall Square, Cambridge, Massachusetts, 2026-10-05
ten floors of interconnecting laboratories to allow a flow of seamless science enabled by cutting-edge technologies that integrate robotics, continuous automation, and agentic AIAstraZeneca opens new global strategic R&D centre in Kendall Square, Cambridge, Massachusetts, 2026-10-05
Delivery 4, live: what it shows running
AstraZeneca today announced the opening of its newest global strategic research and development (R&D) centre, in Kendall SquareAstraZeneca opens new global strategic R&D centre in Kendall Square, Cambridge, Massachusetts, 2026-10-05
The R&D centre includes ten floors of interconnecting laboratories to allow a flow of seamless science enabled by cutting-edge technologies that integrate robotics, continuous automation, and agentic AI.AstraZeneca opens new global strategic R&D centre in Kendall Square, Cambridge, Massachusetts, 2026-10-05
$171m expense within Research and development expense in relation to severance as well as the transformation of clinical, regulatory and other R&D data and systems.AstraZeneca Annual Report & Form 20-F Information 2025, p. 144
Showing up to three quotes for each score. The full account brief for AstraZeneca lists every source.
GSKlive
Priority 5 / Delivery 4
Priority 5: what the company says
In 2025, we accelerated and expanded the deployment of advanced data and platform technologies end-to-end in R&D.GSK Annual Report 2025, 2026-03-05, p. 34
by integrating advanced computational protein modelling with an end-to-end automated lab-in-the-loop platform. This closes the design-build-test cycle so we can reliably deliver therapeutic large molecules, faster.GSK Annual Report 2025, 2026-03-05, p. 34
our AI/ML-powered lab-in-the-loop automated systems, which scale experimentation and reduce resource duplication, are redefining how we optimise therapies in HIV and immunology.GSK Annual Report 2025, 2026-03-05, p. 35
Delivery 4, live: what it shows running
by integrating advanced computational protein modelling with an end-to-end automated lab-in-the-loop platform. This closes the design-build-test cycle so we can reliably deliver therapeutic large molecules, faster.GSK Annual Report 2025, 2026-03-05, p. 34
our AI/ML-powered lab-in-the-loop automated systems, which scale experimentation and reduce resource duplication, are redefining how we optimise therapies in HIV and immunology.GSK Annual Report 2025, 2026-03-05, p. 35
In 2025, we accelerated and expanded the deployment of advanced data and platform technologies end-to-end in R&D.GSK Annual Report 2025, 2026-03-05, p. 34
Showing up to three quotes for each score. The full account brief for GSK lists every source.
Modernalive
Priority 5 / Delivery 4
Priority 5: what the company says
Power innovation through our Scientific Intelligence Engine Harness data, AI/ML, automation, and robotics to accelerate discovery and continuously improve how we workModerna Science Day 2026 presentation, 2026-06-25, p. 116
Learning at scale requires a fundamentally different experimentation and data infrastructureModerna Science Day 2026 presentation, 2026-06-25, p. 107
This really requires fundamentally changing the way that we do experimentation and also the data infrastructure that is required to take the data in and make it usable for all of our modern AI tools.Moderna Science Day transcript (LSEG StreetEvents), 2026-06-25, p. 25
Delivery 4, live: what it shows running
High-throughput automation and custom engineered equipment allow us to produce and deliver high quality mRNA and formulated constructs ... our proprietary platform is capable of producing up to 1,000 lots of mRNA sequences and formulations per monthModerna Form 10-K for fiscal year ended 31 December 2025, 2026-02-20, p. 24
a series of in vitro based assays and that is what we do within a closed-loop platform ... We've built platforms that allow us to do in vivo multiplex screening in mice and in nonhuman primates.Moderna Science Day transcript, 25 June 2026, 2026-06-25, p. 26
This has been possible, in part, due to the ability of researchers in the Moderna ecosystem to order constructs through an integrated digital portal that tracks materials end-to-end in less than 45 days.Moderna Form 10-K for fiscal year ended 31 December 2025, 2026-02-20, p. 24
Showing up to three quotes for each score. The full account brief for Moderna lists every source.
Novartislive
Priority 5 / Delivery 4
Priority 5: what the company says
As Chief Data and Digital Officer, I’m driven by the idea that data science and AI can help us understand diseaseStory: The Day AI Made Me Rethink What Science Could Do (Christian Diehl), 2026-09-23
That question led me to develop what became Data42 within Biomedical ResearchStory: The Day AI Made Me Rethink What Science Could Do (Christian Diehl), 2026-09-23
Delivery 4, live: what it shows running
Today, I’m proud to say that Data42 underpins our growing ecosystem of AI-driven research. By connecting clinical, molecular, preclinical and biology data, it enables us to tackle scientific questions across domainsStory: The Day AI Made Me Rethink What Science Could Do (Christian Diehl), 2026-09-23
Showing up to three quotes for each score. The full account brief for Novartis lists every source.
Rochelive
Priority 5 / Delivery 4
Priority 5: what the company says
R&D Excellence: Our solutions Moving from implementation to “business as usual” ... Build a simplified system landscape and data foundationRoche Pharma Day 2026 presentation, 2026-09-28, p. 49
Our ‘R&D Excellence’ initiative, launched two years ago to accelerate our research and development, is showing strong progress.Roche Annual Report 2025, 2026-01-29, p. 12
Towards autonomous labs for drug R&D Our Autonomous Lab Accelerator to enhance the loopRoche Pharma Day 2026 presentation, 2026-09-28, p. 94
Delivery 4, live: what it shows running
Medra's platform integrates with Genentech’s internal ML infrastructure and its laboratory information management systemGenentech story: AI Fuels Genentech's R&D Ecosystem, 2026-01-09
Medra physical AI, MHS (Anthropic1) Autonomous Lab AcceleratorRoche Pharma Day 2026 presentation, 2026-09-28, p. 71
Build a simplified system landscape and data foundation Implemented and moving into business as usual Implementation in progressRoche Pharma Day 2026 presentation, 2026-09-28, p. 49
Showing up to three quotes for each score. The full account brief for Roche lists every source.
Pfizerbuild underway
Priority 5 / Delivery 3
Priority 5: what the company says
We have been setting the foundation with AI-ready data, agentic workflows and compute capacity.Q4 2025 earnings call prepared remarks, 2026-02-03, p. 3
Pfizer has a vast repository of small and large molecule, translational and clinical data and AI is creating the opportunity to unlock insightsQ1 2026 earnings call prepared remarks, 2026-05-05, p. 5
Delivery 3, build underway: what it shows running
Progress with making petabytes of data AI readyQ2 2026 earnings charts, 2026-08-04, p. 9
Showing up to three quotes for each score. The full account brief for Pfizer lists every source.
Eli Lillyfunded or contracted
Priority 5 / Delivery 2
Priority 5: what the company says
The collaboration will initially focus on creating a continuous learning system that tightly connects Lilly's agentic wet labs with computational dry labs, enabling 24/7 AI-assisted experimentation to support biologists and chemists.NVIDIA and Lilly Announce Co-Innovation AI Lab to Reinvent Drug Discovery in the Age of AI (joint release), 2026-01-12
NVIDIA and Lilly will pioneer robotics and physical AI to accelerate and scale medicine discovery and production.NVIDIA and Lilly Announce Co-Innovation AI Lab to Reinvent Drug Discovery in the Age of AI (joint release), 2026-01-12
allowing them to work side by side to generate large-scale data and build powerful AI models that can accelerate medicine developmentNVIDIA and Lilly Announce Co-Innovation AI Lab to Reinvent Drug Discovery in the Age of AI (joint release), 2026-01-12
Delivery 2, funded or contracted: what it shows running
The collaboration will initially focus on creating a continuous learning system that tightly connects Lilly's agentic wet labs with computational dry labs, enabling 24/7 AI-assisted experimentation to support biologists and chemists.NVIDIA and Lilly Announce Co-Innovation AI Lab to Reinvent Drug Discovery in the Age of AI (joint release), 2026-01-12
The two companies will invest up to $1 billion in talent, infrastructure and compute over five years to support the new AI co-innovation lab.NVIDIA and Lilly Announce Co-Innovation AI Lab to Reinvent Drug Discovery in the Age of AI (joint release), 2026-01-12
The two companies will invest up to $1 billion in talent, infrastructure and compute over five years to support the new AI co-innovation lab.NVIDIA and Lilly Announce Co-Innovation AI Lab to Reinvent Drug Discovery in the Age of AI (joint release), 2026-01-12
Showing up to three quotes for each score. The full account brief for Eli Lilly lists every source.
AbbVielive
Priority 3 / Delivery 4
Priority 3: what the company says
Through our areas of innovation, which include data convergence, artificial intelligence (AI), genetic medicine and genomics, patient-focused disease medicine and therapeutic modalities, we are leveraging powerful tools in order to accelerate discoveryAbbVie 2025 ESG Action Report, bounded: 2026-03-23 to 2026-10-06 (V6, review item RA). Lower bound: own content cites the 2026 Proxy Statement (filed on or about 23 Mar 2026; A:ABBV-02 pdf p136 calls the report 'upcoming'). Upper bound: Ortent newsroom capture 2026-10-06 linking 'Read our 2025 ESG report' (A:ABBV-15). URL, capture time, issuer and SHA-256 in ADJ/captures_v05.csv. PDF dates provisional only., p. 17
Data convergence: We have integrated data across our areas of expertise through technology into a unified knowledge platform, improving how we collect, analyze and apply data to generate insights fasterAbbVie 2025 ESG Action Report, bounded: 2026-03-23 to 2026-10-06 (V6, review item RA). Lower bound: own content cites the 2026 Proxy Statement (filed on or about 23 Mar 2026; A:ABBV-02 pdf p136 calls the report 'upcoming'). Upper bound: Ortent newsroom capture 2026-10-06 linking 'Read our 2025 ESG report' (A:ABBV-15). URL, capture time, issuer and SHA-256 in ADJ/captures_v05.csv. PDF dates provisional only., p. 18
Delivery 4, live: what it shows running
Data convergence: We have integrated data across our areas of expertise through technology into a unified knowledge platform, improving how we collect, analyze and apply data to generate insights fasterAbbVie 2025 ESG Action Report, bounded: 2026-03-23 to 2026-10-06 (V6, review item RA). Lower bound: own content cites the 2026 Proxy Statement (filed on or about 23 Mar 2026; A:ABBV-02 pdf p136 calls the report 'upcoming'). Upper bound: Ortent newsroom capture 2026-10-06 linking 'Read our 2025 ESG report' (A:ABBV-15). URL, capture time, issuer and SHA-256 in ADJ/captures_v05.csv. PDF dates provisional only., p. 18
We are centralizing and connecting data from more than 170 internal and external sources, enabling us to more quickly generate comprehensive insights to inform R&D.AbbVie 2025 ESG Action Report, bounded: 2026-03-23 to 2026-10-06 (V6, review item RA). Lower bound: own content cites the 2026 Proxy Statement (filed on or about 23 Mar 2026; A:ABBV-02 pdf p136 calls the report 'upcoming'). Upper bound: Ortent newsroom capture 2026-10-06 linking 'Read our 2025 ESG report' (A:ABBV-15). URL, capture time, issuer and SHA-256 in ADJ/captures_v05.csv. PDF dates provisional only., p. 18
Showing up to three quotes for each score. The full account brief for AbbVie lists every source.
Merck KGaAbuild underway
Priority 3 / Delivery 3
Priority 3: what the company says
We are continuing to build our automated design-make-test-analyze platform powered by lab automation and AIDDISON2025 Annual Report of Merck KGaA, Darmstadt, Germany (2025-Q4-Report-NA.pdf), 2026-03-05, p. 41
Delivery 3, build underway: what it shows running
We are continuing to build our automated design-make-test-analyze platform powered by lab automation and AIDDISON2025 Annual Report of Merck KGaA, Darmstadt, Germany (2025-Q4-Report-NA.pdf), 2026-03-05, p. 41
Showing up to three quotes for each score. The full account brief for Merck KGaA lists every source.
Bristol Myers Squibbfunded or contracted
Priority 2 / Delivery 2
Priority 2: what the company says
For Mr. Meyers, in the role of Chief Digital & Technology Officer, the Committee considered his: (i) leadership in driving transformation and innovation at scale across the business, and in simplifying and strengthening scientific and digital foundationsBristol Myers Squibb 2026 Proxy Statement, 2026-03-25, p. 73
Connecting Claude to the institutional knowledge that lives across BMS. Through secure integrations with the systems and repositories where BMS' scientific, clinical, regulatory, and commercial expertise residesBMS Announces Strategic Agreement with Anthropic to Position Claude Enterprise as the Shared Intelligence Platform, 2026-05-20
today announced a strategic agreement with Anthropic to deploy Claude across the company's research, clinical development, manufacturing, commercial, and corporate functionsBMS Announces Strategic Agreement with Anthropic to Position Claude Enterprise as the Shared Intelligence Platform, 2026-05-20
Delivery 2, funded or contracted: what it shows running
today announced a strategic agreement with Anthropic to deploy Claude across the company's research, clinical development, manufacturing, commercial, and corporate functionsBMS Announces Strategic Agreement with Anthropic to Position Claude Enterprise as the Shared Intelligence Platform, 2026-05-20
Connecting Claude to the institutional knowledge that lives across BMS. Through secure integrations with the systems and repositories where BMS' scientific, clinical, regulatory, and commercial expertise residesBMS Announces Strategic Agreement with Anthropic to Position Claude Enterprise as the Shared Intelligence Platform, 2026-05-20
Showing up to three quotes for each score. The full account brief for Bristol Myers Squibb lists every source.
Novo Nordiskfunded or contracted
Priority 2 / Delivery 2
Priority 2: what the company says
This includes using services such as Amazon Bio Discovery and Amazon Bedrock to identify drug targets, design new therapies faster, and connect genomic, imaging and clinical dataNovo Nordisk and AWS enter strategic partnership to accelerate drug discovery through AI, 2026-08-10
Research activities further utilise digital scientific methodologies and other technology platformsNovo Nordisk Annual Report 2025 (incl. sustainability statement), 2026-02-04, p. 91
Faster, standardised ... execution ... Simplifying and automating core ... processesCapital Markets Day 2026: R&D strategy (Lange, Patel), 2026-09-21, p. 7
Delivery 2, funded or contracted: what it shows running
Agreement establishes AWS as Novo Nordisk's preferred cloud provider and strategic AI partner to accelerate drug discovery and modernise its technology infrastructureNovo Nordisk and AWS enter strategic partnership to accelerate drug discovery through AI, 2026-08-10
This includes using services such as Amazon Bio Discovery and Amazon Bedrock to identify drug targets, design new therapies faster, and connect genomic, imaging and clinical dataNovo Nordisk and AWS enter strategic partnership to accelerate drug discovery through AI, 2026-08-10
Research activities further utilise digital scientific methodologies and other technology platformsNovo Nordisk Annual Report 2025 (incl. sustainability statement), 2026-02-04, p. 91
Showing up to three quotes for each score. The full account brief for Novo Nordisk lists every source.
Boehringer Ingelheimimplementation claimed, maturity unconfirmed
Priority 2 / Delivery claimed
Priority 2: what the company says
embedding computational biology, artificial intelligence (AI), and data excellence into every step of our innovation pipelineComputational Innovation (UK corporate page), 2026-04-07
On-demand automation of multimodal, analysis-ready datasets across genomics, imaging, and clinical data.Partnering in Computational Innovation flyer (June 2026), 2026-06-18, p. 1
Delivery claimed, implementation claimed, maturity unconfirmed: what it shows running
embedding computational biology, artificial intelligence (AI), and data excellence into every step of our innovation pipelineComputational Innovation (UK corporate page), 2026-04-07
Showing up to three quotes for each score. The full account brief for Boehringer Ingelheim lists every source.
MSDfunded or contracted
Priority 1 / Delivery 2
Priority 1: what the company says
This includes deploying Gemini Enterprise across end-to-end R&D workflowsMerck and Google Cloud Partner to Accelerate Agentic AI Enterprise Transformation, 2026-04-22
Delivery 2, funded or contracted: what it shows running
This multi-year investment, valued at up to $1 billion, will deploy an agentic platform across Merck's research & development (R&D), manufacturing, commercial, and corporate functionsMerck and Google Cloud Partner to Accelerate Agentic AI Enterprise Transformation, 2026-04-22
This includes deploying Gemini Enterprise across end-to-end R&D workflowsMerck and Google Cloud Partner to Accelerate Agentic AI Enterprise Transformation, 2026-04-22
Showing up to three quotes for each score. The full account brief for MSD lists every source.
BayerProvisional
Priority 1 / Delivery claimed
Priority 1: what the company says
focus on the systematic implementation of digital technologies and the deployment of data sciences to increase the speed, reliability and effectiveness of our R&D processes.Bayer Annual Report 2025 (combined management report, sustainability statement), 2026-03-04, p. 45
Delivery claimed, implementation claimed, maturity unconfirmed: what it shows running
focus on the systematic implementation of digital technologies and the deployment of data sciences to increase the speed, reliability and effectiveness of our R&D processes.Bayer Annual Report 2025 (combined management report, sustainability statement), 2026-03-04, p. 45
Provisional: a published company document could not be read in full, so these scores may change. Showing up to three quotes for each score. The full account brief for Bayer lists every source.
Johnson & Johnson
Priority 1 / Delivery none
Priority 1: what the company says
Dr. Reed: ... Executive Vice President, Innovative Medicine R&D ... Deepened investment in data science and digital health to accelerate discovery and development across the portfolio.Johnson & Johnson 2026 Proxy Statement (Notice of Annual Meeting and Proxy Statement), 2026-03-11, p. 71
Delivery none: what it shows running
No company evidence that the work is running was identified in the reviewed sources.
Showing up to three quotes for each score. The full account brief for Johnson & Johnson lists every source.
Report new information
Tell us about a public source we missed, or a correction to a company's entry. We only use information anyone can read: company releases, filings, results materials, partner announcements and similar. Nothing you send appears on the radar automatically. We check every report and include what holds up in the next quarterly refresh.
How the scores work. Scores follow Ortent's rubric, summarised on the method page. Only evidence dated inside the window counts. Job adverts, vendor marketing, undated pages and private knowledge never count. For this radar, process and CMC development are grouped with manufacturing and excluded from the research-lab theme. The full method and a brief for each company are on the method page.
Status. Research beta. Ortent built and reviewed this research; it has not been independently validated. The radar does not predict who will buy, and it does not measure how mature a company's operations are.
Disclosure. Andrew Wyatt, Ortent's principal, was Chief Growth Officer at Sapio Sciences, a lab software company, until April 2026. He has no current relationship with, or financial interest in, Sapio or any other supplier.