RightNow AI website screenshot

RightNow AI

RightNow AI (RunInfra) turns plain-English descriptions of an inference workload into production, OpenAI-compatible AI endpoints. The platform selects open-source models from Hugging Face, benchmarks GPU options, applies kernel optimizations (quantization, speculative decoding, KV-cache tuning, Forge kernels), and deploys serverless, pay-per-token inference APIs on RunInfra Cloud, RunPod, Modal, or self-hosted GPUs. Its REST API is OpenAI-shaped and covers chat completions, responses, embeddings, rerank, image generation, audio speech and transcription, and model listing. A Y Combinator-backed research lab, RightNow AI also publishes open-source GPU-kernel and inference tooling.

RightNow AI publishes 7 API contracts indexed on the APIs.io network, including Audio API, Embeddings API, Images API, and 4 more. Tagged areas include Company, Artificial Intelligence, Machine Learning, Inference, and GPU.

RightNow AI’s developer surface includes documentation, API reference, getting-started guide, quickstart, signup flow, pricing, engineering blog, and 28 more developer resources.

🌐 Visit website 📡 Source on GitHub
59.5/100 strong ▲ 6.4 Agent 25/100 agent aware Front door AI 5/6 prominent saas Full breakdown ↓
scored 2026-10-17 · rubric v0.24.0
1 published contract
CompanyArtificial IntelligenceMachine LearningInferenceGPUModel DeploymentServerlessOpenAI-CompatibleEmbeddingsMLOps

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0
Composite quality — 59.5/100 · strong
Contract Quality 9.8 / 19
Developer Ergonomics 9.9 / 15
Access Clarity 13.8 / 15
Operational Transparency 4.4 / 10
Contract Governance 0.4 / 9
Discoverability 5.5 / 8
Regulatory Posture 4.1 / 15
Create-or-Update Ergonomics 0.0 / 10
Agent readiness — 25/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 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
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/.
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/rightnow: 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 →

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.

MarketPositionDepthRegistered MCP serverDeclares compatibility
MLOps and AI/ML Infrastructure (LF AI & Data, MLPerf, Kubeflow) undeclared - - 1

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.

APIs 7

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

RightNow AI Audio API

The Audio API from RightNow AI — 2 operation(s) for audio.

RightNow AI Embeddings API

The Embeddings API from RightNow AI — 1 operation(s) for embeddings.

RightNow AI Images API

The Images API from RightNow AI — 1 operation(s) for images.

RightNow AI Models API

The Models API from RightNow AI — 2 operation(s) for models.

RightNow AI Rerank API

The Rerank API from RightNow AI — 1 operation(s) for rerank.

RightNow AI Responses API

The Responses API from RightNow AI — 1 operation(s) for responses.

RightNow AI Chat Completions API

The Chat Completions API from RightNow AI — 1 operation(s) for chat completions.

Scroll for all 7

Open Collections 8

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

API Collection

OPEN COLLECTION

RunInfra Audio API

OPEN COLLECTION

RunInfra Audio Chat API

OPEN COLLECTION

RunInfra Audio Embeddings API

OPEN COLLECTION

RunInfra Audio Images API

OPEN COLLECTION

RunInfra Audio Models API

OPEN COLLECTION

RunInfra Audio Rerank API

OPEN COLLECTION

RunInfra Audio Responses API

OPEN COLLECTION

Scroll for all 8

Pricing Plans 1

Published pricing tiers and plan structures.

Rightnow Plans Pricing

10 plans

PLANS

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.

Rightnow Runinfra Overlay

4 actions · update · rightnow-openapi.json

GENERATED

Security Posture 4

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

Rightnow Authentication

http · 1 scheme

SECURITY

Rightnow Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Rightnow Vulnerability Disclosure

security.txt · contact published

SECURITY

Rightnow Trust Center

SOC 2, HIPAA, GDPR

SECURITY

Resources

Get Started 5

Portal, sign-up, and the first successful call

DeveloperPortal
DeveloperPortal
 GettingStarted
GettingStarted
 Quickstart
Quickstart
 SignUp
SignUp
 Login
Login

Documentation 2

Reference material describing how the API behaves

Documentation
Documentation
 APIReference
APIReference

Agent Surfaces 4

MCP servers, agent skills, and machine-readable catalogs

AgentSkill
AgentSkill
 X-MCPServerCandidate
X-MCPServerCandidate
 LLMsTxt
LLMsTxt
 WellKnown
WellKnown

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Conformance
Conformance
 Lifecycle
Lifecycle

Build 3

SDKs, sample code, and the tooling you integrate with

GitHubOrganization
GitHubOrganization
 SDKs
SDKs
 Packages
Packages

Access & Security 5

Authentication, authorization, and security posture

TrustCenter
TrustCenter
 DomainSecurity
DomainSecurity
 SecurityTxt
SecurityTxt
 Compliance
Compliance
 Security
Security

Operate 4

Status, limits, changes, and where to get help

Support
Support
 StatusPage
StatusPage
 Deprecation
Deprecation
 ChangeLog
ChangeLog

Commercial 4

Pricing, plans, and the legal terms of use

Plans
Plans
 Pricing
Pricing
 TermsOfService
TermsOfService
 PrivacyPolicy
PrivacyPolicy

Company 5

The organization behind the API

BlogRSS
BlogRSS
 Website
Website
 Blog
Blog
 Twitter
Twitter
 LinkedIn
LinkedIn

Other 1

Properties that don't map to a standard resource type

Overlay
Overlay

Source (apis.yml)

apis.yml Raw ↑ 
aid: rightnow
name: RightNow AI
description: RightNow AI (RunInfra) turns plain-English descriptions of an inference workload into production, OpenAI-compatible
  AI endpoints. The platform selects open-source models from Hugging Face, benchmarks GPU options, applies kernel optimizations
  (quantization, speculative decoding, KV-cache tuning, Forge kernels), and deploys serverless, pay-per-token inference APIs
  on RunInfra Cloud, RunPod, Modal, or self-hosted GPUs. Its REST API is OpenAI-shaped and covers chat completions, responses,
  embeddings, rerank, image generation, audio speech and transcription, and model listing. A Y Combinator-backed research
  lab, RightNow AI also publishes open-source GPU-kernel and inference tooling.
url: https://raw.githubusercontent.com/api-evangelist/rightnow/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- y-combinator
tags:
- Company
- Artificial Intelligence
- Machine Learning
- Inference
- GPU
- Model Deployment
- Serverless
- OpenAI-Compatible
- Embeddings
- MLOps
tags_raw:
- Company
- Artificial Intelligence
- Machine Learning
- LLM Inference
- GPU
- Model Deployment
- Serverless
- OpenAI Compatible
- Embeddings
- MLOps
- Machine-Learning
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
  - security
  generated: '2026-09-03'
  method: derived
image: https://runinfra.ai/favicon.ico
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-10-06'
x-enrichment:
  date: '2026-07-21'
  status: enriched
  artifacts_added: 21
  pass: local-v1
apis:
- aid: rightnow:rightnow-audio-api
  name: RightNow AI Audio API
  description: The Audio API from RightNow AI — 2 operation(s) for audio.
  humanURL: https://runinfra.ai/docs/api-reference/introduction
  baseURL: https://api.runinfra.ai/v1
  tags:
  - Audio
  properties:
  - type: OpenAPI
    url: openapi/rightnow-audio-api-openapi.yml
  - type: Authentication
    url: authentication/rightnow-authentication.yml
  - type: ErrorCatalog
    url: errors/rightnow-problem-types.yml
  - type: Conventions
    url: conventions/rightnow-conventions.yml
  - type: Idempotency
    url: conventions/rightnow-conventions.yml
  - type: DataModel
    url: data-model/rightnow-data-model.yml
- aid: rightnow:rightnow-embeddings-api
  name: RightNow AI Embeddings API
  description: The Embeddings API from RightNow AI — 1 operation(s) for embeddings.
  humanURL: https://runinfra.ai/docs/api-reference/introduction
  baseURL: https://api.runinfra.ai/v1
  tags:
  - Embeddings
  properties:
  - type: OpenAPI
    url: openapi/rightnow-embeddings-api-openapi.yml
  - type: Authentication
    url: authentication/rightnow-authentication.yml
  - type: ErrorCatalog
    url: errors/rightnow-problem-types.yml
  - type: Conventions
    url: conventions/rightnow-conventions.yml
  - type: Idempotency
    url: conventions/rightnow-conventions.yml
  - type: DataModel
    url: data-model/rightnow-data-model.yml
- aid: rightnow:rightnow-images-api
  name: RightNow AI Images API
  description: The Images API from RightNow AI — 1 operation(s) for images.
  humanURL: https://runinfra.ai/docs/api-reference/introduction
  baseURL: https://api.runinfra.ai/v1
  tags:
  - Image
  tags_raw:
  - Images
  properties:
  - type: OpenAPI
    url: openapi/rightnow-images-api-openapi.yml
  - type: Authentication
    url: authentication/rightnow-authentication.yml
  - type: ErrorCatalog
    url: errors/rightnow-problem-types.yml
  - type: Conventions
    url: conventions/rightnow-conventions.yml
  - type: Idempotency
    url: conventions/rightnow-conventions.yml
  - type: DataModel
    url: data-model/rightnow-data-model.yml
- aid: rightnow:rightnow-models-api
  name: RightNow AI Models API
  description: The Models API from RightNow AI — 2 operation(s) for models.
  humanURL: https://runinfra.ai/docs/api-reference/introduction
  baseURL: https://api.runinfra.ai/v1
  tags:
  - Models
  properties:
  - type: OpenAPI
    url: openapi/rightnow-models-api-openapi.yml
  - type: Authentication
    url: authentication/rightnow-authentication.yml
  - type: ErrorCatalog
    url: errors/rightnow-problem-types.yml
  - type: Conventions
    url: conventions/rightnow-conventions.yml
  - type: Idempotency
    url: conventions/rightnow-conventions.yml
  - type: DataModel
    url: data-model/rightnow-data-model.yml
- aid: rightnow:rightnow-rerank-api
  name: RightNow AI Rerank API
  description: The Rerank API from RightNow AI — 1 operation(s) for rerank.
  humanURL: https://runinfra.ai/docs/api-reference/introduction
  baseURL: https://api.runinfra.ai/v1
  tags:
  - Rerank
  properties:
  - type: OpenAPI
    url: openapi/rightnow-rerank-api-openapi.yml
  - type: Authentication
    url: authentication/rightnow-authentication.yml
  - type: ErrorCatalog
    url: errors/rightnow-problem-types.yml
  - type: Conventions
    url: conventions/rightnow-conventions.yml
  - type: Idempotency
    url: conventions/rightnow-conventions.yml
  - type: DataModel
    url: data-model/rightnow-data-model.yml
- aid: rightnow:rightnow-responses-api
  name: RightNow AI Responses API
  description: The Responses API from RightNow AI — 1 operation(s) for responses.
  humanURL: https://runinfra.ai/docs/api-reference/introduction
  baseURL: https://api.runinfra.ai/v1
  tags:
  - Responses
  properties:
  - type: OpenAPI
    url: openapi/rightnow-responses-api-openapi.yml
  - type: Authentication
    url: authentication/rightnow-authentication.yml
  - type: ErrorCatalog
    url: errors/rightnow-problem-types.yml
  - type: Conventions
    url: conventions/rightnow-conventions.yml
  - type: Idempotency
    url: conventions/rightnow-conventions.yml
  - type: DataModel
    url: data-model/rightnow-data-model.yml
- aid: rightnow:rightnow-chat-completions-api
  name: RightNow AI Chat Completions API
  description: The Chat Completions API from RightNow AI — 1 operation(s) for chat completions.
  humanURL: https://runinfra.ai/docs/api-reference/introduction
  baseURL: https://api.runinfra.ai/v1
  tags:
  - Chat Completions
  properties:
  - type: OpenAPI
    url: openapi/rightnow-chat-completions-api-openapi.yml
  - type: Authentication
    url: authentication/rightnow-authentication.yml
  - type: ErrorCatalog
    url: errors/rightnow-problem-types.yml
  - type: Conventions
    url: conventions/rightnow-conventions.yml
  - type: Idempotency
    url: conventions/rightnow-conventions.yml
  - type: DataModel
    url: data-model/rightnow-data-model.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Plans
  url: plans/rightnow-plans-pricing.yml
- url: https://runinfra.ai/news/rss.xml
  type: BlogRSS
- type: Website
  url: https://www.runinfra.ai/
- type: AgentSkill
  url: skills/rightnow-audio-transcription.md
- type: X-MCPServerCandidate
  url: mcp/rightnow-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/rightnow-runinfra-overlay.yaml
- type: TrustCenter
  url: security/rightnow-trust-center.yml
- type: DomainSecurity
  url: security/rightnow-domain-security.yml
- type: DeveloperPortal
  url: https://runinfra.ai/docs
- type: Documentation
  url: https://runinfra.ai/docs
- type: APIReference
  url: https://runinfra.ai/docs/api-reference/introduction
- type: GettingStarted
  url: https://runinfra.ai/docs/introduction/quickstart
- type: Quickstart
  url: https://runinfra.ai/docs/introduction/quickstart
- type: SignUp
  url: https://runinfra.ai/sign-up
- type: Login
  url: https://runinfra.ai/sign-in
- type: Pricing
  url: https://runinfra.ai/pricing
- type: Blog
  url: https://runinfra.ai/news
- type: GitHubOrganization
  url: https://github.com/RightNow-AI
- type: Support
  url: https://runinfra.ai/contact
- type: TermsOfService
  url: https://runinfra.ai/terms-of-service
- type: PrivacyPolicy
  url: https://runinfra.ai/privacy-policy
- type: StatusPage
  url: https://status.runinfra.ai/
- type: Twitter
  url: https://x.com/runinfrai
- type: LinkedIn
  url: https://www.linkedin.com/showcase/runinfra/
- type: LLMsTxt
  url: llms/rightnow-llms.txt
- type: WellKnown
  url: well-known/rightnow-well-known.yml
- type: SecurityTxt
  url: well-known/rightnow-security.txt
- type: SDKs
  url: packages/rightnow-packages.yml
- type: Packages
  url: packages/rightnow-packages.yml
- type: Conformance
  url: conformance/rightnow-conformance.yml
- type: Lifecycle
  url: lifecycle/rightnow-lifecycle.yml
- type: Deprecation
  url: lifecycle/rightnow-lifecycle.yml
- type: ChangeLog
  url: changelog/rightnow-changelog.yml
- type: Compliance
  url: conformance/rightnow-conformance.yml
- type: Security
  url: security/rightnow-vulnerability-disclosure.yml

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