Gradient Labs

Gradient Labs builds "Otto", an AI customer support agent that autonomously handles complex, end-to-end support conversations for regulated and financial services businesses. The API lets you start and drive conversations, stream customer messages, hand off to human agents, execute business actions/tools, and manage the knowledge base the agent reasons over, with signed webhooks delivering the agent's outbound messages and events.

Gradient Labs publishes 5 APIs on the APIs.io network, including Actions & Tools API, Conversations API, Hand-off API, and 2 more. Tagged areas include Artificial Intelligence, Customer-Support, AI Agent, Conversations, and Financial-Services.

Gradient Labs’ developer surface includes authentication, documentation, engineering blog, and 8 more developer resources.

🌐 Visit website 📡 Source on GitHub

22.8/100 emerging ▼ -11.0 Agent 26/100 agent aware Full breakdown ↓
scored 2026-08-25 · rubric v0.14.0

AccessEnterpriseSelf serve

5 APIs

Artificial Intelligence Customer-Support AI Agent Conversations Financial-Services Regulated

Kin Score

Kin Score How this is scored →
scored 2026-08-25 · rubric v0.14.0

Composite quality — 22.8/100 · emerging

Contract Quality 3.7 / 25

Developer Ergonomics 2.9 / 20

Access Clarity 5.8 / 20

Operational Transparency 3.1 / 13

Contract Governance 0.0 / 12

Discoverability 7.4 / 10

Agent readiness — 26/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 6 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 6 / 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 Surface 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/. This rating is computed from github.com/api-evangelist/gradient-labs: 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 5

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

Rate Limits 1

Documented rate limits and quota policies.

Gradient Labs Rate Limits

2 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

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 2

Pricing, plans, and the legal terms of use

Plans

Plans

FinOps

FinOps

Company 3

The organization behind the API

LinkedIn

Website

Website

Blog

Blog

Source (apis.yml)

aid: gradient-labs
url: https://raw.githubusercontent.com/api-evangelist/gradient-labs/refs/heads/main/apis.yml
name: Gradient Labs
kind: company
description: Gradient Labs builds "Otto", an AI customer support agent that autonomously handles complex, end-to-end support
  conversations for regulated and financial services businesses. The API lets you start and drive conversations, stream customer
  messages, hand off to human agents, execute business actions/tools, and manage the knowledge base the agent reasons over,
  with signed webhooks delivering the agent's outbound messages and events.
accessModel:
  pricing: enterprise
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Enterprise · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/gradient-labs.png
tags:
- Artificial Intelligence
- Customer-Support
- AI Agent
- Conversations
- Financial-Services
- Regulated
tags_raw:
- AI
- Customer Support
- AI Agent
- Conversations
- Financial Services
- Regulated
created: '2026-07-01'
modified: '2026-07-01'
specificationVersion: '0.23'
apis:
- aid: gradient-labs:gradient-labs-actions-tools-api
  name: Gradient Labs Actions & Tools API
  description: Define and execute business tools the AI agent can call.
  humanURL: https://api-docs.gradient-labs.ai/
  baseURL: https://api.gradient-labs.ai
  tags:
  - Actions & Tools
  properties:
  - type: OpenAPI
    url: openapi/gradient-labs-actions-tools-api-openapi.yml
  - type: Documentation
    url: https://api-docs.gradient-labs.ai/
  - type: PostmanCollection
    url: collections/gradient-labs.postman_collection.json
  - type: OpenCollection
    url: collections/gradient-labs.opencollection.json
- aid: gradient-labs:gradient-labs-conversations-api
  name: Gradient Labs Conversations API
  description: Start, read, and manage the lifecycle of AI-agent conversations.
  humanURL: https://api-docs.gradient-labs.ai/
  baseURL: https://api.gradient-labs.ai
  tags:
  - Conversations
  properties:
  - type: OpenAPI
    url: openapi/gradient-labs-conversations-api-openapi.yml
  - type: Documentation
    url: https://api-docs.gradient-labs.ai/
  - type: PostmanCollection
    url: collections/gradient-labs.postman_collection.json
  - type: OpenCollection
    url: collections/gradient-labs.opencollection.json
- aid: gradient-labs:gradient-labs-hand-off-api
  name: Gradient Labs Hand-off API
  description: Assign conversations between the AI agent and human participants.
  humanURL: https://api-docs.gradient-labs.ai/
  baseURL: https://api.gradient-labs.ai
  tags:
  - Hand-off
  properties:
  - type: OpenAPI
    url: openapi/gradient-labs-hand-off-api-openapi.yml
  - type: Documentation
    url: https://api-docs.gradient-labs.ai/
  - type: PostmanCollection
    url: collections/gradient-labs.postman_collection.json
  - type: OpenCollection
    url: collections/gradient-labs.opencollection.json
- aid: gradient-labs:gradient-labs-knowledge-api
  name: Gradient Labs Knowledge API
  description: Manage knowledge-base articles that ground the AI agent.
  humanURL: https://api-docs.gradient-labs.ai/
  baseURL: https://api.gradient-labs.ai
  tags:
  - Knowledge
  properties:
  - type: OpenAPI
    url: openapi/gradient-labs-knowledge-api-openapi.yml
  - type: Documentation
    url: https://api-docs.gradient-labs.ai/
  - type: PostmanCollection
    url: collections/gradient-labs.postman_collection.json
  - type: OpenCollection
    url: collections/gradient-labs.opencollection.json
- aid: gradient-labs:gradient-labs-messages-api
  name: Gradient Labs Messages API
  description: Add inbound messages to a conversation.
  humanURL: https://api-docs.gradient-labs.ai/
  baseURL: https://api.gradient-labs.ai
  tags:
  - Message
  tags_raw:
  - Messages
  properties:
  - type: OpenAPI
    url: openapi/gradient-labs-messages-api-openapi.yml
  - type: Documentation
    url: https://api-docs.gradient-labs.ai/
  - type: PostmanCollection
    url: collections/gradient-labs.postman_collection.json
  - type: OpenCollection
    url: collections/gradient-labs.opencollection.json
common:
- type: AgenticAccess
  url: agentic-access/gradient-labs-agentic-access.yml
- type: DomainSecurity
  url: security/gradient-labs-domain-security.yml
- type: Authentication
  url: authentication/gradient-labs-authentication.yml
- type: LinkedIn
  url: https://www.linkedin.com/company/gradient-labs-ai
- type: Website
  url: https://www.gradient-labs.ai
- type: Documentation
  url: https://api-docs.gradient-labs.ai/
- type: GitHubOrganization
  url: https://github.com/gradientlabs-ai
- type: Plans
  url: plans/gradient-labs-plans-pricing.yml
- type: RateLimits
  url: rate-limits/gradient-labs-rate-limits.yml
- type: FinOps
  url: finops/gradient-labs-finops.yml
- url: https://blog.gradient-labs.ai/feed
  type: Blog
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/gradient-labs"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/gradient-labs/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/gradient-labs/evidence"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no email required.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.