# Science & drug discovery AI tools used by Biotech & Pharma companies

usedby lists 27 Biotech & Pharma companies using 3 Science & drug discovery AI tools. The most used is Cradle: 13 of the 27 Biotech & Pharma companies on usedby, every proof level counted. These are counts of the companies usedby tracks, not a market share. Data as of 2026-10-19.

## Ranking

Tools ranked by the companies of the 27 Biotech & Pharma companies on usedby that use them. Each company counts once per tool, at its strongest proof. Ties go to more confirmed, then declared, then observed companies.

| # | Tool | Companies | Confirmed | Declared | Observed | Job posts only | Last check |
|---|---|---|---|---|---|---|---|
| 1 | [Cradle](https://www.usedby.ai/tools/cradle.md) | 13 | 0 | 0 | 13 | 0 | 2026-10-19 |
| 2 | [Causaly](https://www.usedby.ai/tools/causaly.md) | 9 | 3 | 0 | 6 | 0 | 2026-10-19 |
| 3 | [Owkin](https://www.usedby.ai/tools/owkin.md) | 5 | 3 | 0 | 2 | 0 | 2026-10-19 |

## Customers per tool

Every line is a customer, at one of three proof levels: confirmed (a case study, a named quote, a press release, or the company's own public account of using the tool (its own site, or a post by one of its executives, VP or above)), observed (the vendor shows the company on its own pages) or signal (a job post shows the company's employees use the tool, the weakest proof). A line the company declared to usedby itself is marked declared. A signal is never a case study or a vendor listing. Strongest proof first. "Last check" is the later of the line's re-verification and its latest capture.

| Tool | Company | Proof | Source | Last check |
|---|---|---|---|---|
| Cradle | [Bayer](https://www.usedby.ai/companies/bayer.md) | Observed | [cradle.bio](https://www.cradle.bio/blog), captured 2026-10-07 | 2026-10-07 |
| Cradle | [AbbVie](https://www.usedby.ai/companies/abbvie.md) | Observed | [cradle.bio](https://www.cradle.bio/), captured 2026-10-07 | 2026-10-07 |
| Cradle | [Adaptyv Bio](https://www.usedby.ai/companies/adaptyv-bio.md) | Observed | [cradle.bio](https://www.cradle.bio/blog), captured 2026-10-07 | 2026-10-07 |
| Cradle | [CSL](https://www.usedby.ai/companies/csl.md) | Observed | [cradle.bio](https://www.cradle.bio/), captured 2026-10-07 | 2026-10-07 |
| Cradle | [Grifols](https://www.usedby.ai/companies/grifols.md) | Observed | [cradle.bio](https://www.cradle.bio/blog/series-b), captured 2026-10-19 | 2026-10-19 |
| Cradle | [Hansa Biopharma](https://www.usedby.ai/companies/hansa-biopharma.md) | Observed | [cradle.bio](https://www.cradle.bio/blog), captured 2026-10-07 | 2026-10-07 |
| Cradle | [Illumina](https://www.usedby.ai/companies/illumina.md) | Observed | [cradle.bio](https://www.cradle.bio/), captured 2026-10-07 | 2026-10-07 |
| Cradle | [Johnson & Johnson](https://www.usedby.ai/companies/johnson-johnson.md) | Observed | [cradle.bio](https://www.cradle.bio/blog/series-b), captured 2026-10-19 | 2026-10-19 |
| Cradle | [Lundbeck](https://www.usedby.ai/companies/lundbeck.md) | Observed | [cradle.bio](https://www.cradle.bio/blog), captured 2026-10-07 | 2026-10-07 |
| Cradle | [Novo Nordisk](https://www.usedby.ai/companies/novo-nordisk.md) | Observed | [cradle.bio](https://www.cradle.bio/), captured 2026-10-07 | 2026-10-07 |
| Cradle | [Novonesis](https://www.usedby.ai/companies/novonesis.md) | Observed | [cradle.bio](https://www.cradle.bio/), captured 2026-10-07 | 2026-10-07 |
| Cradle | [Repligen](https://www.usedby.ai/companies/repligen.md) | Observed | [cradle.bio](https://www.cradle.bio/), captured 2026-10-07 | 2026-10-07 |
| Cradle | [Ultragenyx](https://www.usedby.ai/companies/ultragenyx.md) | Observed | [cradle.bio](https://www.cradle.bio/), captured 2026-10-07 | 2026-10-07 |
| Causaly | [Eisai](https://www.usedby.ai/companies/eisai.md) | Confirmed | [causaly.com](https://www.causaly.com/case-studies/using-causaly-to-accelerate-clinical-evidence-validation-for-fda-submissions), captured 2026-10-08 | 2026-10-08 |
| Causaly | [Manas AI](https://www.usedby.ai/companies/manas-ai.md) | Confirmed | [causaly.com](https://www.causaly.com/case-studies/how-manas-ai-uses-causaly-to-validate-targets-and-reduce-early-stage-risk), captured 2026-10-08 | 2026-10-08 |
| Causaly | [ProQR](https://www.usedby.ai/companies/proqr.md) | Confirmed | [causaly.com](https://www.causaly.com/case-studies/proqr-uses-causaly-to-support-target-identification-case-study), captured 2026-10-08 | 2026-10-08 |
| Causaly | [Teva](https://www.usedby.ai/companies/teva.md) | Observed | [causaly.com](https://www.causaly.com/), captured 2026-10-08 | 2026-10-08 |
| Causaly | [Ipsen](https://www.usedby.ai/companies/ipsen.md) | Observed | [causaly.com](https://www.causaly.com/), captured 2026-10-08 | 2026-10-08 |
| Causaly | [Kyowa Kirin](https://www.usedby.ai/companies/kyowa-kirin.md) | Observed | [causaly.com](https://www.causaly.com/), captured 2026-10-19 | 2026-10-19 |
| Causaly | [Lupin](https://www.usedby.ai/companies/lupin.md) | Observed | [causaly.com](https://www.causaly.com/), captured 2026-10-08 | 2026-10-08 |
| Causaly | [Scripps Research](https://www.usedby.ai/companies/scripps-research.md) | Observed | [causaly.com](https://www.causaly.com/), captured 2026-10-08 | 2026-10-08 |
| Causaly | [UCB](https://www.usedby.ai/companies/ucb.md) | Observed | [causaly.com](https://www.causaly.com/), captured 2026-10-08 | 2026-10-08 |
| Owkin | [Boehringer Ingelheim](https://www.usedby.ai/companies/boehringer-ingelheim.md) | Confirmed | [owkin.com](https://www.owkin.com/newsfeed/owkin-to-license-k-pro-ai-scientist-and-multimodal-oncology-and-immunology-data-to-boehringer-ingelheim), captured 2026-10-09 | 2026-10-16 |
| Owkin | [Bristol Myers Squibb](https://www.usedby.ai/companies/bristol-myers-squibb.md) | Confirmed | [owkin.com](https://www.owkin.com/newsfeed/owkin-announces-multi-year-clinical-data-science-strategic-collaboration-with-bristol-myers-squibb), captured 2026-10-09 | 2026-10-16 |
| Owkin | [Sanofi](https://www.usedby.ai/companies/sanofi.md) | Confirmed | [owkin.com](https://www.owkin.com/newsfeed/owkin-to-build-ai-agents-as-part-of-a-multi-year-k-pro-collaboration-with-sanofi), captured 2026-10-09 | 2026-10-16 |
| Owkin | [AstraZeneca](https://www.usedby.ai/companies/astrazeneca.md) | Observed | [owkin.com](https://www.owkin.com/), captured 2026-10-16 | 2026-10-16 |
| Owkin | [Servier](https://www.usedby.ai/companies/servier.md) | Observed | [owkin.com](https://www.owkin.com/), captured 2026-10-19 | 2026-10-19 |

## Method

Public customer lines of active Science & drug discovery AI tools at companies classified in Biotech & Pharma. No software vendor had to be left out. Company mix by strongest proof: 6 confirmed, 0 declared, 21 observed and 0 signals.

## Questions

### Which Science & drug discovery AI tools do Biotech & Pharma companies use most?

Cradle leads: 13 of the 27 Biotech & Pharma companies on usedby that use Science & drug discovery AI tools use it. Next: Causaly (9) and Owkin (5).

### How many Biotech & Pharma companies use Science & drug discovery AI tools?

27 Biotech & Pharma companies on usedby use at least one of 3 Science & drug discovery AI tools. It counts the companies usedby tracks.

### What proof backs these lines?

Of the 27 companies, each counted at its strongest proof: 6 confirmed, 0 declared, 21 observed and 0 known from a job post.

### How does usedby build this ranking?

usedby counts each Biotech & Pharma company once per tool, from public proof: case studies, press releases, the company's own site or its declaration to usedby, vendor customer pages and job posts. Every line shows its proof and the date usedby last checked it.

Industry page: https://www.usedby.ai/companies/industry/biotech-pharma.md · Category page: https://www.usedby.ai/tools/category/scientific-research.md

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Source: https://www.usedby.ai/companies/industry/biotech-pharma/scientific-research · How we check: https://www.usedby.ai/methodology