Ondemand

OnDemand AI (on-demand.io) is a RAG-powered AI Platform-as-a-Service that lets companies infuse AI into their products without managing model infrastructure. The platform exposes a REST API for chat sessions and queries against a library of predefined, BYOI (Bring Your Own Inference) and BYOM (Bring Your Own Model) fulfillment models, media ingestion and vector search, Knowledge / REST-API / IoT(MQTT) agents, an Agents Flow Builder for workflow automation, and cloud services for speech-to-text, text-to-speech and language translation. API access is authenticated with API keys, supports sync / stream / webhook response modes, offset- and cursor-based pagination, and per-object rate limits. Surfaced as a Canaan Partners portfolio lead and enriched from the provider's public developer documentation at docs.on-demand.io.

Ondemand publishes 6 API contracts indexed on the APIs.io network, including Chat API, Config API, Execute API, and 3 more. Tagged areas include Company, Artificial Intelligence, Machine Learning, RAG, and Agents.

The Ondemand catalog on APIs.io includes 1 event-driven AsyncAPI specification and 1 Spectral governance ruleset.

Ondemand’s developer surface includes documentation, API reference, getting-started guide, pricing, signup flow, authentication, and 19 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

39.9/100 developing ▬ flat Agent 39/100 agent ready Front door AI 5/6 prominent Heartbeat 18/100 slowing saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

1 published contract 3 Agent Skills

Company Artificial Intelligence Machine Learning RAG Agents LLM Platform-as-a-Service Chat Workflow Automation Vector Search

Kin Score

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

Composite quality — 39.9/100 · developing

Contract Quality 10.3 / 19

Developer Ergonomics 8.8 / 15

Access Clarity 0.0 / 15

Operational Transparency 4.1 / 10

Contract Governance 1.6 / 9

Discoverability 5.5 / 8

Regulatory Posture 2.3 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 39/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 6 / 6

Agent Skills 5 / 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 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 applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% 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):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
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
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)
Documented Reversibility +6 pts — a reversal operation in the contract, graded up when a window is documented too

5 more unmet checks in the Agent Readiness table above.

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

Access Clarity scores 0.0 — up to +20.0 composite points
Contract Quality scores 55.0 — up to +11.3 composite points
Contract Governance scores 18.2 — up to +9.8 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/ondemand/apis.yml: open an issue on github.com/api-evangelist/ondemand 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 →

Standards implemented 1

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

OpenAPI

measured — observed by APIs.io (published)

APIs 6

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

Ondemand Chat API

The Chat API from Ondemand — 7 operation(s) for chat.

Ondemand Config API

The Config API from Ondemand — 2 operation(s) for config.

Ondemand Execute API

The Execute API from Ondemand — 3 operation(s) for execute.

Ondemand Media API

The Media API from Ondemand — 2 operation(s) for media.

Ondemand User API

The User API from Ondemand — 2 operation(s) for user.

Ondemand Workflow API

The Workflow API from Ondemand — 2 operation(s) for workflow.

Open Collections 6

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

OnDemand AI Chat API

OPEN COLLECTION

OnDemand AI Chat Config API

OPEN COLLECTION

OnDemand AI Chat Execute API

OPEN COLLECTION

OnDemand AI Chat Media API

OPEN COLLECTION

OnDemand AI Chat User API

OPEN COLLECTION

OnDemand AI Chat Workflow API

OPEN COLLECTION

Agent Skills 3

Packaged agent skills for driving this provider's APIs from an AI assistant.

Submit and retrieve a chat batch

AGENT SKILL

Run a RAG chat query

AGENT SKILL

Ingest media for retrieval

AGENT SKILL

Rate Limits 1

Documented rate limits and quota policies.

Ondemand Rate Limits

4 limits

RATE LIMITS

Event Specifications 1

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Ondemand Webhooks

ASYNCAPI

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Ondemand API Rules

53 rules · 45 errors 4 warnings 4 info

SPECTRAL

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Ondemand Overlay

2 actions · update · ondemand-openapi.json

DERIVED

Security Posture 2

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

Ondemand Authentication

apiKey · 1 scheme

SECURITY

Ondemand Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Ondemand Agentic Access

22 operations · 15 acting · 1 human-in-the-loop

22 operations · 15 acting

AGENTIC

Resources

Get Started 3

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

GettingStarted

GettingStarted

SignUp

SignUp

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

LLMsTxt

LLMsTxt

X-MCPServerCandidate

X-MCPServerCandidate

AgentSkill

AgentSkill

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Conformance

ErrorCatalog

Lifecycle

Webhooks

Conventions

DataModel

Build 3

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Packages

Packages

SDKs

SDKs

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 1

Status, limits, changes, and where to get help

RateLimits

RateLimits

Commercial 1

Pricing, plans, and the legal terms of use

Pricing

Pricing

Company 2

The organization behind the API

BlogRSS

BlogRSS

Website

Website

Other 1

Properties that don't map to a standard resource type

Overlay

Overlay

Source (apis.yml)

aid: ondemand
name: Ondemand
description: OnDemand AI (on-demand.io) is a RAG-powered AI Platform-as-a-Service that lets companies infuse AI into their
  products without managing model infrastructure. The platform exposes a REST API for chat sessions and queries against a
  library of predefined, BYOI (Bring Your Own Inference) and BYOM (Bring Your Own Model) fulfillment models, media ingestion
  and vector search, Knowledge / REST-API / IoT(MQTT) agents, an Agents Flow Builder for workflow automation, and cloud services
  for speech-to-text, text-to-speech and language translation. API access is authenticated with API keys, supports sync /
  stream / webhook response modes, offset- and cursor-based pagination, and per-object rate limits. Surfaced as a Canaan Partners
  portfolio lead and enriched from the provider's public developer documentation at docs.on-demand.io.
url: https://raw.githubusercontent.com/api-evangelist/ondemand/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- canaan-partners
x-tier: stub
x-tier-reason: portfolio-lead
x-identity-matched: https://on-demand.io
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - rate-limits
  - security
  generated: '2026-11-06'
  method: derived
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-10-06'
image: https://files.readme.io/52eb008-favicon.ico
x-docs-platform: readme
x-docs-platform-confidence: high
x-docs-platform-checked: 2026-10-04
tags:
- Company
- Artificial Intelligence
- Machine Learning
- RAG
- Agents
- LLM
- Platform-as-a-Service
- Chat
- Workflow Automation
- Vector Search
tags_raw:
- Company
- Artificial Intelligence
- Machine Learning
- RAG
- Agents
- LLM
- Platform as a Service
- Chat
- Workflow Automation
- Vector Search
- Machine-Learning
- Workflow-Automation
apis:
- aid: ondemand:ondemand-chat-api
  name: Ondemand Chat API
  description: The Chat API from Ondemand — 7 operation(s) for chat.
  humanURL: https://docs.on-demand.io
  baseURL: https://api.on-demand.io
  tags:
  - Chat
  properties:
  - type: OpenAPI
    url: openapi/ondemand-chat-api-openapi.yml
- aid: ondemand:ondemand-config-api
  name: Ondemand Config API
  description: The Config API from Ondemand — 2 operation(s) for config.
  humanURL: https://docs.on-demand.io
  baseURL: https://api.on-demand.io
  tags:
  - Config
  properties:
  - type: OpenAPI
    url: openapi/ondemand-config-api-openapi.yml
- aid: ondemand:ondemand-execute-api
  name: Ondemand Execute API
  description: The Execute API from Ondemand — 3 operation(s) for execute.
  humanURL: https://docs.on-demand.io
  baseURL: https://api.on-demand.io
  tags:
  - Execute
  properties:
  - type: OpenAPI
    url: openapi/ondemand-execute-api-openapi.yml
- aid: ondemand:ondemand-media-api
  name: Ondemand Media API
  description: The Media API from Ondemand — 2 operation(s) for media.
  humanURL: https://docs.on-demand.io
  baseURL: https://api.on-demand.io
  tags:
  - Media
  properties:
  - type: OpenAPI
    url: openapi/ondemand-media-api-openapi.yml
- aid: ondemand:ondemand-user-api
  name: Ondemand User API
  description: The User API from Ondemand — 2 operation(s) for user.
  humanURL: https://docs.on-demand.io
  baseURL: https://api.on-demand.io
  tags:
  - User
  properties:
  - type: OpenAPI
    url: openapi/ondemand-user-api-openapi.yml
- aid: ondemand:ondemand-workflow-api
  name: Ondemand Workflow API
  description: The Workflow API from Ondemand — 2 operation(s) for workflow.
  humanURL: https://docs.on-demand.io
  baseURL: https://api.on-demand.io
  tags:
  - Workflows
  tags_raw:
  - Workflow
  properties:
  - type: OpenAPI
    url: openapi/ondemand-workflow-api-openapi.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- url: https://blog.on-demand.io/rss/
  type: BlogRSS
- type: Website
  url: https://www.on-demand.io/
- type: AgenticAccess
  url: agentic-access/ondemand-agentic-access.yml
- type: DomainSecurity
  url: security/ondemand-domain-security.yml
- type: DeveloperPortal
  url: https://docs.on-demand.io
- type: Documentation
  url: https://docs.on-demand.io/docs/getting-started
- type: APIReference
  url: https://docs.on-demand.io/reference/intro-to-ondemand-api
- type: GettingStarted
  url: https://docs.on-demand.io/docs/getting-started
- type: Pricing
  url: https://app.on-demand.io/pricing
- type: SignUp
  url: https://app.on-demand.io
- type: GitHubOrganization
  url: https://github.com/on-demand-io
- type: Authentication
  url: authentication/ondemand-authentication.yml
- type: LLMsTxt
  url: llms/ondemand-llms.txt
- type: Packages
  url: packages/ondemand-packages.yml
- type: SDKs
  url: packages/ondemand-packages.yml
- type: X-MCPServerCandidate
  url: mcp/ondemand-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list derived
    from the published API contracts, not an existing server. The scorer already read the manifest and reported mcp_server
    correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
- type: Overlay
  url: overlays/ondemand-overlay.yaml
- type: Conformance
  url: conformance/ondemand-conformance.yml
- type: ErrorCatalog
  url: errors/ondemand-problem-types.yml
- type: Lifecycle
  url: lifecycle/ondemand-lifecycle.yml
- type: Webhooks
  url: asyncapi/ondemand-webhooks.yml
- type: Conventions
  url: conventions/ondemand-conventions.yml
- type: DataModel
  url: data-model/ondemand-data-model.yml
- type: RateLimits
  url: rate-limits/ondemand-rate-limits.yml
- type: AgentSkill
  url: skills/_index.yml
x-enrichment:
  date: '2026-07-20'
  status: enriched
  artifacts_added: 20
  pass: local-v1

Ondemand API — frequently asked questions

Does Ondemand have an API?

Yes. APIs.io lists 6 APIs from Ondemand, including Ondemand Chat API, Ondemand Config API and Ondemand Execute API, and 3 more.

Is there an OpenAPI specification for the Ondemand API?

Yes. APIs.io indexes 6 OpenAPI specifications for Ondemand, each linked for download from this page.

How do I authenticate with the Ondemand API?

Ondemand uses bearer-token authentication (apiKey · 1 scheme). The details are profiled on APIs.io as Ondemand Authentication.

Is the Ondemand API ready for AI agents?

Ondemand has a Kin Score of 39.9 out of 100 (developing) and an Agent Readiness score of 39.3 (agent-ready), scored by API Evangelist on 2026-11-06.

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