Sprout.ai

Sprout.ai is an AI-powered insurance claims automation platform (InsurTech) that eliminates manual work in claims processing — automating routine claim decisions while equipping handlers with smart tooling. Its layer combines document intelligence (extracting and structuring data from claims documents, reports and photos), policy validation against coverage terms, fraud and anomaly detection, and end-to-end claims resolution across Health, Life & Disability, Motor & Auto, Home & Property, and Commercial lines of business. Sprout.ai sells to insurers and enterprise partners rather than through a self-service developer program, so there is no public API, developer portal, or SDK; this profile captures the company's identity and its published security, privacy, and compliance posture.

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

Sprout.ai’s developer surface includes engineering blog, support, and 14 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

15.8/100 emerging ▬ flat Agent 0/100 human only Front door AI 6/6 dominant Heartbeat 75/100 alive Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

0 APIs

Company Insurance Insurtech Claims Automation Artificial Intelligence Document Intelligence Fraud Prevention Machine Learning

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 15.8/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 1.2 / 17

Access Clarity 4.5 / 17

Operational Transparency 1.2 / 11

Contract Governance 1.9 / 10

Discoverability 4.1 / 9

Regulatory Posture 3.2 / 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

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

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.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

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/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
Machine-Readable Auth +10 pts — a served openid-configuration/oauth-authorization-server carrying `issuer` (served), else the securitySchemes class in the provider OpenAPIs — bound (mutualTLS, DPoP, Signature) > negotiable (oauth2 authorizationCode/clientCredentials, openIdConnect) > bearer (http bearer, apiKey)
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes

13 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 0.0 — up to +25.0 composite points
Developer Ergonomics scores 7.1 — up to +18.6 composite points
Access Clarity scores 26.3 — up to +14.7 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/sproutai/apis.yml: open an issue on github.com/api-evangelist/sproutai to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
RPA and Document AI (RPA marketplaces, intelligent document processing)	builds-on	17.2 (thin)	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

Security Posture 3

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

Sproutai Domain Security

TLSv1.3 · DMARC

SECURITY

Sproutai Vulnerability Disclosure

security.txt · contact published

SECURITY

Sproutai Trust Center

ISO 27001, ISO 27018, SOC 2 (SSAE 16), PCI DSS, FedRAMP, HIPAA

SECURITY

Resources

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

WellKnown

WellKnown

Design & Contract 1

Pagination, idempotency, versioning, errors, and events

Conformance

Conformance

Access & Security 7

Authentication, authorization, and security posture

DataSecurity

DataSecurity

SecurityTxt

SecurityTxt

VulnerabilityDisclosure

VulnerabilityDisclosure

Security

DomainSecurity

TrustCenter

Compliance

Scroll for all 7

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 1

Pricing, plans, and the legal terms of use

PrivacyPolicy

PrivacyPolicy

Company 4

The organization behind the API

Website

Website

Blog

Blog

BlogRSS

BlogRSS

LinkedIn

Other 1

Properties that don't map to a standard resource type

Platform

Platform

Source (apis.yml)

aid: sproutai
name: Sprout.ai
description: Sprout.ai is an AI-powered insurance claims automation platform (InsurTech) that eliminates manual work in claims
  processing — automating routine claim decisions while equipping handlers with smart tooling. Its layer combines document
  intelligence (extracting and structuring data from claims documents, reports and photos), policy validation against coverage
  terms, fraud and anomaly detection, and end-to-end claims resolution across Health, Life & Disability, Motor & Auto, Home
  & Property, and Commercial lines of business. Sprout.ai sells to insurers and enterprise partners rather than through a
  self-service developer program, so there is no public API, developer portal, or SDK; this profile captures the company's
  identity and its published security, privacy, and compliance posture.
url: https://raw.githubusercontent.com/api-evangelist/sproutai/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- techstars
x-tier: stub
x-tier-reason: portfolio-lead
deliveryModel:
  model: unknown
  open_source: false
  commercial: false
  callable_host: false
  label: Delivery model not determined — needs a product licence on record
  confidence: low
  source:
  - none
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - security
  generated: '2026-11-06'
  method: derived
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-21'
image: https://sprout.ai/wp-content/uploads/2025/09/Master-View.png
tags:
- Company
- Insurance
- Insurtech
- Claims Automation
- Artificial Intelligence
- Document Intelligence
- Fraud Prevention
- Machine Learning
tags_raw:
- Company
- Insurance
- InsurTech
- Claims Automation
- Artificial Intelligence
- Document Intelligence
- Fraud Detection
- Machine Learning
- Machine-Learning
apis: []
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://sprout.ai/
- type: Platform
  url: https://sprout.ai/platform/
- type: Blog
  url: https://sprout.ai/blog/
- type: BlogRSS
  url: https://sprout.ai/feed/
- type: Support
  url: https://sprout.ai/contact-us/
- type: PrivacyPolicy
  url: https://sprout.ai/privacy-policy/
- type: DataSecurity
  url: https://sprout.ai/data-privacy-security/
- type: LinkedIn
  url: https://www.linkedin.com/company/sproutai/
- type: SecurityTxt
  url: well-known/sproutai-security.txt
- type: WellKnown
  url: well-known/sproutai-well-known.yml
- type: VulnerabilityDisclosure
  url: security/sproutai-vulnerability-disclosure.yml
- type: Security
  url: https://sprout.ai/security-policy/
- type: DomainSecurity
  url: security/sproutai-domain-security.yml
- type: TrustCenter
  url: security/sproutai-trust-center.yml
- type: Compliance
  url: https://sprout.ai/data-privacy-security/
- type: Conformance
  url: conformance/sproutai-conformance.yml
x-enrichment:
  date: '2026-07-21'
  status: enriched
  artifacts_added: 6
  pass: local-v1

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