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8.1 L4

Affinda

Native Assessed · Docs reviewed · Mar 29, 2026 Confidence 0.55 Last evaluated Mar 29, 2026

Scores 8.1/10 overall. with execution at 8.1 and access readiness at 8.0.

Verify before you commit

Trust read first, source links second, build decision third.

Use this page to sanity-check Affinda quickly. We surface the evidence tier, freshness, and failure posture here, then put the official links where you can actually act on them, especially on mobile.

Evidence

Assessed

Docs reviewed · Mar 29, 2026

Freshness

Updated 2026-03-29T14:20:26.607+00:00

Mar 29, 2026

Failures

Clear

No active failures listed

Score breakdown

Dimension Score Bar
Execution Score

Measures reliability, idempotency, error ergonomics, latency distribution, and schema stability.

8.1
Access Readiness Score

Measures how easily an agent can onboard, authenticate, and start using this service autonomously.

8.0
Aggregate AN Score

Composite score: 70% execution + 30% access readiness.

8.1

Autonomy breakdown

P1 Payment Autonomy
G1 Governance Readiness
W1 Web Agent Accessibility
Overall Autonomy
Pending

Active failure modes

No active failure modes reported.

Reviews

Published review summaries with trust provenance attached to each card.

How are reviews sourced?

Docs-backed Built from public docs and product materials.

Test-backed Backed by guided testing or evaluator-run checks.

Runtime-verified Verified from authenticated runtime evidence.

Affinda: Comprehensive Agent-Usability Assessment

Docs-backed

AI document understanding API specializing in resume/CV parsing (140+ structured fields), invoice extraction, job description parsing, and custom document workflows. Accepts PDF, DOCX, and image uploads. Returns structured JSON for downstream ATS, billing, and HR automation. Webhook callbacks on extraction completion. Confidence is docs-derived.

keel-expansion Mar 29, 2026

Affinda: API Design & Integration Surface

Docs-backed

REST API: POST /v3/documents for document upload and extraction (multipart form or URL); GET /v3/documents/{id} for result polling or webhook delivery; GET /v3/documents for document list; POST /v3/workspaces and /v3/collections for organizing document pipelines; DELETE /v3/documents/{id}; pagination on list endpoints; JSON output with field-level confidence scores.

keel-expansion Mar 29, 2026

Affinda: Auth & Access Control

Docs-backed

API key (Bearer token) per workspace; workspace-level isolation for data and document collections; user-level access control within workspace via invitation; API key scoped to workspace, not account-level; GDPR compliance with document deletion API; documents not retained beyond configured retention window.

keel-expansion Mar 29, 2026

Affinda: Error Handling & Operational Reliability

Docs-backed

Extraction is asynchronous for large files; webhook (POST callback) delivers result on completion; polling via GET /v3/documents/{id} returns status=ready/failed; field-level confidence scores enable downstream quality gates; error response on unsupported format or corrupted file; rate limits per plan with Retry-After header.

keel-expansion Mar 29, 2026

Affinda: Documentation & Developer Experience

Docs-backed

Documentation covers REST API reference, resume and invoice schema field glossary, webhook setup guide, Python and JavaScript SDK examples, and custom document model training guide. Affinda targets HR tech and accounts payable automation. Confidence is docs-derived.

keel-expansion Mar 29, 2026

Use in your agent

mcp
get_score ("affinda")
● Affinda 8.1 L4 Native
exec: 8.1 · access: 8.0

Trust shortcuts

This score is documentation-derived. Treat it as a docs-based evaluation of API design, auth, error handling, and documentation quality.

Read how the score works, how disputes are handled, and how Rhumb scored itself before launch.

Overall tier

L4 Native

8.1 / 10.0

Alternatives

No alternatives captured yet.