EvolutionIQ website screenshot

EvolutionIQ

EvolutionIQ is an AI-native insurance technology company providing claims guidance software for the insurance industry. Its platform surfaces claim-specific, actionable guidance to help claims professionals resolve complex cases, spanning Auto Casualty, Group & Individual Disability, Workers' Compensation, and Income Protection lines of business, plus Medhub, which converts unstructured medical records into claim-specific insights. Backed by First Round Capital and ICONIQ Capital, the company reports outcomes such as a 5-10 point reduction in combined ratio and 20%+ improvement in handling capacity. EvolutionIQ operates as a B2B enterprise vendor and does not publish a public developer API, SDKs, or API documentation; this profile captures its identity and public-surface security posture for the API Evangelist network.

EvolutionIQ is profiled on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Insurance, Insurtech, and Claims.

EvolutionIQ’s developer surface includes engineering blog and 4 more developer resources.

🌐 Visit website 📡 Source on GitHub
5.8/100 minimal ▬ flat Agent 0/100 human only Full breakdown ↓
scored 2026-08-20 · rubric v0.12.0
0 APIs
CompanyArtificial IntelligenceInsuranceInsurtechClaimsMachine-LearningHealth

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-08-20 · rubric v0.12.0
Composite quality — 5.8/100 · minimal
Contract Quality 0.0 / 21
Developer Ergonomics 0.4 / 17
Access Clarity 1.8 / 17
Operational Transparency 0.0 / 11
Contract Governance 0.0 / 10
Discoverability 4.3 / 9
Regulatory Posture 2.3 / 15
Agent readiness — 0/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Regulatory Posture applies to this provider. Its tags matched the Insurance regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.
The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/evolutioniq: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

Security Posture 1

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Evolutioniq Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Resources

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity

Commercial 1

Pricing, plans, and the legal terms of use

PrivacyPolicy
PrivacyPolicy

Company 3

The organization behind the API

Website
Website
 Blog
Blog
 LinkedIn
LinkedIn

Source (apis.yml)

apis.yml Raw ↑ 
aid: evolutioniq
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source: []
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/evolutioniq.png
name: EvolutionIQ
description: EvolutionIQ is an AI-native insurance technology company providing claims guidance software for the insurance
  industry. Its platform surfaces claim-specific, actionable guidance to help claims professionals resolve complex cases,
  spanning Auto Casualty, Group & Individual Disability, Workers' Compensation, and Income Protection lines of business, plus
  Medhub, which converts unstructured medical records into claim-specific insights. Backed by First Round Capital and ICONIQ
  Capital, the company reports outcomes such as a 5-10 point reduction in combined ratio and 20%+ improvement in handling
  capacity. EvolutionIQ operates as a B2B enterprise vendor and does not publish a public developer API, SDKs, or API documentation;
  this profile captures its identity and public-surface security posture for the API Evangelist network.
url: https://raw.githubusercontent.com/api-evangelist/evolutioniq/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- first-round-capital
- iconiq-capital
x-tier: stub
x-tier-reason: portfolio-lead
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-19'
tags:
- Company
- Artificial Intelligence
- Insurance
- Insurtech
- Claims
- Machine-Learning
- Health
tags_raw:
- Company
- Ai
- Insurance
- InsurTech
- Claims
- Machine Learning
- Health
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/evolutioniq-domain-security.yml
- type: Website
  url: https://evolutioniq.com
- type: Blog
  url: https://evolutioniq.com/resources
- type: PrivacyPolicy
  url: https://evolutioniq.com/legal/privacy-policy
- type: LinkedIn
  url: https://www.linkedin.com/company/evolution-iq/
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence