Parambil

Parambil provides AI-powered medical record review software that accelerates and improves accuracy in mass tort and complex litigation workflows. The platform generates comprehensive chronologies, case validations, and analytic insights, reviewing over 5 million records with 44% higher data correctness and 95% faster processing than traditional methods. Trusted by plaintiff and defense firms, Parambil’s solution helps legal teams streamline evidence analysis and reduce costs.

Parambil is listed with 1 API on the APIs.io network. Tagged areas include AI, Healthcare, Litigation, MedicalRecords, and SaaS.

Parambil’s developer surface includes documentation and 11 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

21.1/100 emerging Agent 21/100 agent aware Full breakdown ↓
scored 2026-10-31 · rubric v0.25.0 · Show this score on your site →

1 API

AIHealthcare LitigationMedicalRecordsSaaS

Kin Score

Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0

Composite quality — 21.1/100 · emerging

Contract Quality 0.0 / 21

Developer Ergonomics 3.2 / 17

Access Clarity 6.3 / 17

Operational Transparency 1.2 / 11

Contract Governance 0.0 / 10

Discoverability 4.9 / 9

Regulatory Posture 4.6 / 15

Agent readiness — 21/100 · agent aware

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 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 6 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 6 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 5 / 5

Distinct Operations 3 / 3

Regulatory Posture applies to this provider. Its tags matched the Health 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
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)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes

8 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 19.0 — up to +16.2 composite points
Access Clarity scores 36.8 — up to +12.6 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/parambil-com/apis.yml: open an issue on github.com/api-evangelist/parambil-com 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 →

APIs 1

Individual APIs this provider publishes, each with its own machine-readable definition.

Parambil API

Parambil's API provides programmatic access to its AI-powered medical record review platform.

Rate Limits 1

Documented rate limits and quota policies.

Parambil Com Rate Limits

0 limits

RATE LIMITS

Security Posture 3

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

Parambil Com Authentication

0 schemes

SECURITY

Parambil Com Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Parambil Com Trust Center

SOC 2, HIPAA

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Parambil Com Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Resources

Get Started 1

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

WellKnown

WellKnown

Access & Security 4

Authentication, authorization, and security posture

Compliance

Security

TrustCenter

DomainSecurity

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 1

The organization behind the API

Website

Website

Other 2

Properties that don't map to a standard resource type

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: parambil-com
name: Parambil
description: Parambil provides AI-powered medical record review software that accelerates and improves accuracy in mass tort
  and complex litigation workflows. The platform generates comprehensive chronologies, case validations, and analytic insights,
  reviewing over 5 million records with 44% higher data correctness and 95% faster processing than traditional methods. Trusted
  by plaintiff and defense firms, Parambil’s solution helps legal teams streamline evidence analysis and reduce costs.
image: https://cdn.prod.website-files.com/6866833531fb0fe0a1a34dd7/688556b580fdbf02fafb2143_Parambil%20-%20Opengaph.jpg
url: https://artifacts.apis.io/parambil-com/apis.yml
x-type: company
x-source: harvest:vc-portfolio
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-29 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-29'
modified: '2026-10-29'
tags:
- AI
- Healthcare
- Litigation
- MedicalRecords
- SaaS
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Compliance
  url: https://www.parambil.com/security
- type: WellKnown
  url: well-known/parambil-com-well-known.yml
- type: Hosts
  url: hosts/parambil-com-hosts.yml
- type: Vendors
  url: vendors/parambil-com-vendors.yml
- type: TermsOfService
  url: https://www.parambil.com/legal/terms-of-use
- type: Security
  url: https://www.parambil.com/security
- type: PrivacyPolicy
  url: https://www.parambil.com/legal/privacy-policy
- type: DeveloperPortal
  url: https://dev.parambil.com/
- type: TrustCenter
  url: security/parambil-com-trust-center.yml
- type: DomainSecurity
  url: security/parambil-com-domain-security.yml
- type: Website
  url: https://parambil.com/
- type: Documentation
  url: https://www.parambil.com/resources
apis:
- name: Parambil API
  description: Parambil's API provides programmatic access to its AI-powered medical record review platform.
  humanURL: https://dev.parambil.com/
  aid: parambil-com:parambil-api
x-backed-by:
- techstars
x-coverage:
  state: gated
  reason: customer-only-docs
  detail: Developer portal at https://dev.parambil.com/ redirects to a login page, preventing access to API reference without
    a customer account.
  evidence:
  - url: https://dev.parambil.com/
    status: 200
  checked: '2026-10-29'
x-enrichment:
  date: '2026-10-29'
  status: enriched
  artifacts_added: 24
  pass: modular-v1
  engine: identity=oss,contract=oss,surfaces=oss,docs=oss,regulatory=oss

Parambil API — frequently asked questions

Does Parambil have an API?

Yes. APIs.io lists 1 API from Parambil, including Parambil API.

How do I authenticate with the Parambil API?

Parambil documents its authentication (0 schemes). The details are profiled on APIs.io as Parambil Com Authentication.

Is the Parambil API ready for AI agents?

Parambil has a Kin Score of 21.1 out of 100 (emerging) and an Agent Readiness score of 21.2 (agent-aware), scored by API Evangelist on 2026-10-31.

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get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

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