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 APIs 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.

Ondemand’s developer surface includes documentation, API reference, getting-started guide, pricing, signup flow, authentication, and 17 more developer resources.

🌐 Visit website 📡 Source on GitHub
45.8/100 developing ▬ flat Agent 78/100 agent native Full breakdown ↓
scored 2026-07-27 · rubric v0.5
AccessSelf serve
6 APIs 1 MCP Servers
CompanyArtificial IntelligenceMachine LearningRAGAgentsLLMPlatform as a ServiceChatWorkflow AutomationVector Search

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.8/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 4.7 / 20
Operational Transparency 1.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 78/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 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
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/ondemand: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

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.

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

ondemand-mcp.yml

MCP SERVER

Rate Limits 1

Documented rate limits and quota policies.

Ondemand Rate Limits

0 limits

RATE LIMITS

Event Specifications 1

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

Ondemand Webhooks

ASYNCAPI

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
 MCPServer
MCPServer
 AgentSkill
AgentSkill

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Conformance
Conformance
 ErrorCatalog
ErrorCatalog
 Lifecycle
Lifecycle
 Webhooks
Webhooks
 Conventions
Conventions
 DataModel
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

Other 1

Properties that don't map to a standard resource type

Overlay
Overlay

Source (apis.yml)

apis.yml Raw ↑ 
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
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Self-serve signup
  confidence: medium
  source:
  - authentication
  generated: '2026-07-22'
  method: derived
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-20'
image: https://files.readme.io/52eb008-favicon.ico
tags:
- Company
- Artificial Intelligence
- Machine Learning
- RAG
- Agents
- LLM
- Platform as a Service
- Chat
- Workflow Automation
- Vector Search
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:
  - 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:
- 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: MCPServer
  url: mcp/ondemand-mcp.yml
- 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