Insightprompts

Insightprompts, operating as InsightDLM, provides an end‑to‑end framework for building domain‑specific fine‑tuned language models across verticals such as insurance, retail, banking, healthcare, legal, manufacturing and more. The platform curates enterprise data, generates high‑quality training sets, fine‑tunes both small and large models, evaluates them rigorously, and deploys them securely within an organization. It offers connectors to common data sources, robust data processing, and tools for monitoring model drift and cost.

Insightprompts is profiled on the APIs.io network. Tagged areas include Company, Artificial Intelligence, Machine Learning, Data Processing, and Vertical Solutions.

🌐 Visit website📡 Profile data on GitHub
5.7/100 minimal Agent 3/100 human only Full breakdown ↓
scored 2026-10-23 · rubric v0.25.0 · Show this score on your site →
0 APIs
CompanyArtificial IntelligenceMachine LearningData ProcessingVertical SolutionsEnterprise

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-10-23 · rubric v0.25.0
Composite quality — 5.7/100 · minimal
Contract Quality 0.0 / 21
Developer Ergonomics 0.0 / 17
Access Clarity 1.8 / 17
Operational Transparency 0.0 / 11
Contract Governance 0.0 / 10
Discoverability 3.8 / 9
Regulatory Posture 1.4 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 12 / 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
Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) 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/.
Show this score on your site. Kin Score badge preview for Insightprompts It updates itself when the score changes. Paste this where you link to your API docs: 
<a href="https://apis.io/providers/insightdlm/"><img src="https://apis.io/badge/insightdlm/card.svg" alt="Insightprompts on APIs.io — Kin Score by API Evangelist"></a>
Other styles, a README pill and a shields.io endpoint are on the badge page.
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 github.com/api-evangelist/insightdlm: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Security Posture 1

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

Insightdlm Domain Security

TLSv1.3

SECURITY

Resources

Access & Security 1

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Contact
Contact

Commercial 1

Pricing, plans, and the legal terms of use

PrivacyPolicy
PrivacyPolicy

Company 2

The organization behind the API

Website
Website
 About
About

Other 2

Properties that don't map to a standard resource type

Hosts
Hosts
 Vendors
Vendors

Source (apis.yml)

apis.yml Raw ↑ 
aid: insightdlm
name: Insightprompts
description: Insightprompts, operating as InsightDLM, provides an end‑to‑end framework for building domain‑specific fine‑tuned
  language models across verticals such as insurance, retail, banking, healthcare, legal, manufacturing and more. The platform
  curates enterprise data, generates high‑quality training sets, fine‑tunes both small and large models, evaluates them rigorously,
  and deploys them securely within an organization. It offers connectors to common data sources, robust data processing, and
  tools for monitoring model drift and cost.
url: https://raw.githubusercontent.com/api-evangelist/insightdlm/refs/heads/main/apis.yml
x-type: company
x-source: harvest:g2-catalog
x-tier: profiled
x-tier-reason: enrichment pass 2026-10-18 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-10-17'
modified: '2026-10-17'
tags:
- Company
- Artificial Intelligence
- Machine Learning
- Data Processing
- Vertical Solutions
- Enterprise
tags_raw:
- Company
- AI
- Machine Learning
- Data Processing
- Vertical Solutions
- Enterprise
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Hosts
  url: hosts/insightdlm-hosts.yml
- type: Vendors
  url: vendors/insightdlm-vendors.yml
- type: DomainSecurity
  url: security/insightdlm-domain-security.yml
- type: Website
  url: https://insightdlm.com/
- type: Contact
  url: https://insightdlm.com/contact.html
- type: About
  url: https://insightdlm.com/about.html
- type: PrivacyPolicy
  url: https://insightdlm.com/privacy-policy.html
apis: []
x-coverage:
  state: unreadable
  reason: no-machine-readable-spec
  detail: No OpenAPI, AsyncAPI, GraphQL, or other contract found after probing known API host endpoints.
  evidence:
  - url: https://api.insightdlm.com/openapi.json
    status: 0
  checked: '2026-10-18'
x-enrichment:
  date: '2026-10-18'
  status: enriched
  artifacts_added: 8
  pass: modular-v1
  engine: identity=local,contract=local,surfaces=local,docs=local,regulatory=local

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