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 APIs on the APIs.io network, including Audio API, Chat API, Embeddings API, and 4 more. Tagged areas include Company, Artificial Intelligence, Machine-Learning, LLM Inference, and GPU.

RightNow AI’s developer surface includes documentation, API reference, getting-started guide, quickstart, signup flow, pricing, engineering blog, and 25 more developer resources.

🌐 Visit website 📡 Source on GitHub

53.8/100 developing ▬ flat Agent 28/100 agent aware saas Full breakdown ↓
scored 2026-09-06 · rubric v0.19.0

1 APIs

Company Artificial Intelligence Machine-Learning LLM Inference GPU Model Deployment Serverless OpenAI-Compatible Embeddings MLOps

Kin Score

Kin Score How this is scored →
scored 2026-09-06 · rubric v0.19.0

Composite quality — 53.8/100 · developing

Contract Quality 14.5 / 25

Developer Ergonomics 13.2 / 20

Access Clarity 12.1 / 20

Operational Transparency 5.8 / 13

Contract Governance 0.5 / 12

Discoverability 7.6 / 10

Agent readiness — 28/100 · 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

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 →

APIs 7

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

Get Started 5

Portal, sign-up, and the first successful call

DeveloperPortal

GettingStarted

Quickstart

SignUp

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

DomainSecurity

SecurityTxt

Compliance

Security

Operate 4

Status, limits, changes, and where to get help

Support

StatusPage

Deprecation

ChangeLog

Commercial 3

Pricing, plans, and the legal terms of use

Pricing

Pricing

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 3

The organization behind the API

Blog

Blog

Twitter

Twitter

LinkedIn

Other 1

Properties that don't map to a standard resource type

Overlay

Overlay

Source (apis.yml)

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
- LLM 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
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: '2026-07-21'
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-chat-api
  name: RightNow AI Chat API
  description: The Chat API from RightNow AI — 1 operation(s) for chat.
  humanURL: https://runinfra.ai/docs/api-reference/introduction
  baseURL: https://api.runinfra.ai/v1
  tags:
  - Chat
  properties:
  - type: OpenAPI
    url: openapi/rightnow-chat-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
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- 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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