# Inductive

**Canonical:** https://apis.io/providers/inductive/  
**Website:** https://inductive.bio  
**APIs profiled:** 0

Inductive Bio is a New York-based AI drug discovery company building a virtual lab for small molecule optimization. It pairs medicinal chemists with AI to run millions of in silico ADMET experiments before synthesis. Its Beacon-1 models — trained on a pre-competitive, anonymized data consortium spanning thousands of drug programs — won consecutive first-place finishes in the 2025 Polaris/ASAP and 2026 OpenADMET blind ADMET prediction competitions, beating 370+ submissions including entries from Merck and NVIDIA. Products include the Compass software platform (accessible via API), the Indy AI chemistry assistant, the ADME-One high-throughput profiling service, and Embedded Experts. Founded in 2023 by Josh Haimson and Ben Birnbaum (both formerly Flatiron Health); SOC 2 compliant; backed by Obvious Ventures, a16z Bio+Health, Lux Capital, Bessemer Venture Partners, Character, and S32.

## Kin Score — 11.8 / 100 (emerging)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 11.8).

| Facet | Score |
|---|---|
| Discoverability | 57.4 |
| Contract Quality | 0.0 |
| Governance | 18.2 |
| Contract Governance | 18.2 |
| Operational Transparency | 2.6 |
| Developer Ergonomics | 2.4 |
| Commercial Clarity | 14.5 |
| Access Clarity | 14.5 |

Regulatory layer — **Health**: 20.0 (matched via tags).

## Agent readiness — 0.0 (human-only)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | no |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Unknown — onboarding: unknown, pricing: unknown, trial: no (confidence: low).

## Security (1)

- **Inductive Domain Security** — TLSv1.3 · HSTS · DMARC

## Tags

Company, Artificial Intelligence, Machine-Learning, Drug Discovery, Biotechnology, Pharmaceuticals, Life Sciences, Chemistry, ADMET

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/inductive/). Scores are computed from the provider's own public artifacts under a published rubric.