# Bayes Impact

**Canonical:** https://apis.io/providers/bayes-impact/  
**Website:** https://www.bayesimpact.org  
**APIs profiled:** 0

Bayes Impact is a nonprofit organization that builds open-source AI and data-science tools for public services, governments, and nonprofits, with a mission to empower people in need and those who help them. Surfaced through Y Combinator, it has served over 10 million beneficiaries across three continents. Its flagship open-source project, Bob (formerly Bob Emploi), delivers personalized, data-driven career and job-search advice to jobseekers through a Python/Flask RESTful JSON API whose data structures are defined in Protocol Buffers. Other projects include the Bayes Platform agent framework for public services, the Encompass geographic-access analysis tool, and a range of civic data-science tooling.

## Kin Score — 19.4 / 100 (emerging)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 19.4).

| Facet | Score |
|---|---|
| Discoverability | 57.4 |
| Contract Quality | 28.2 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 2.6 |
| Developer Ergonomics | 7.1 |
| Commercial Clarity | 21.1 |
| Access Clarity | 21.1 |

Regulatory layer — **Government & Public Sector**: 25.9 (matched via tags).

## Agent readiness — 15.4 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| 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)

- **Bayes Impact Domain Security** — TLSv1.3 · HSTS · DNSSEC · DMARC

## Tags

Company, Non-Profit, Artificial Intelligence, Data Science, Public Services, Civic Tech, Employment, Open-Source, Protobuf

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