Tonic.ai

Tonic.ai builds developer-data products for de-identifying, subsetting, and synthesizing data for AI and software teams. The portfolio includes Tonic Structural (structured/semi-structured data), Tonic Textual (unstructured free-text and files), Tonic Validate (RAG evaluation), and Tonic Fabricate (relational synthetic data and mock APIs). Each product ships its own REST API and SDKs.

4 APIs 0 Features

Synthetic DataDe-IdentificationPrivacyUnstructured DataRAG EvaluationRESTSDKDeveloper Tools

Tonic.ai publishes 4 APIs on the APIs.io network. Tagged areas include Synthetic Data, De-Identification, Privacy, Unstructured Data, and RAG Evaluation.

Tonic.ai’s developer surface includes documentation, GitHub presence, and 5 more developer resources.

Sources

aid: tonic-ai
url: https://raw.githubusercontent.com/api-evangelist/tonic-ai/refs/heads/main/apis.yml
name: Tonic.ai
kind: company
description: >-
  Tonic.ai builds developer-data products for de-identifying, subsetting, and
  synthesizing data for AI and software teams. The portfolio includes Tonic
  Structural (structured/semi-structured data), Tonic Textual (unstructured
  free-text and files), Tonic Validate (RAG evaluation), and Tonic Fabricate
  (relational synthetic data and mock APIs). Each product ships its own REST
  API and SDKs.
image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg
tags:
  - Synthetic Data
  - De-Identification
  - Privacy
  - Unstructured Data
  - RAG Evaluation
  - REST
  - SDK
  - Developer Tools
created: '2026-05-23'
modified: '2026-05-23'
specificationVersion: '0.19'
apis:
  - aid: tonic-ai:structural-api
    name: Tonic Structural REST API
    description: >-
      REST API for Tonic Structural - de-identify, subset, and synthesize
      structured and semi-structured data. Authentication via API token in the
      Authorization header (Authorization Apikey <token>). API tokens are
      created from User Settings and do not expire. All requests are versioned.
    image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg
    humanURL: https://docs.tonic.ai/app/api/api-documentation
    baseURL: https://app.tonic.ai
    tags:
      - REST
      - Structural
      - Synthetic Data
      - De-Identification
    properties:
      - type: Documentation
        url: https://docs.tonic.ai/app/api/api-documentation
      - type: APIReference
        url: https://app.tonic.ai/apidocs/index.html
      - type: GetToken
        url: https://docs.tonic.ai/app/api/tonic-api-get-token
      - type: Examples
        url: https://docs.tonic.ai/app/api/api-examples
  - aid: tonic-ai:textual-api
    name: Tonic Textual REST API
    description: >-
      REST API for Tonic Textual - de-identify, redact, and synthesize
      unstructured data, free-text, and files. Authentication via API key in
      the Authorization header. Backed by a Python SDK (tonic-textual).
    image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg
    humanURL: https://docs.tonic.ai/textual
    baseURL: https://textual.tonic.ai/api
    tags:
      - REST
      - Textual
      - Unstructured
      - Redaction
    properties:
      - type: Documentation
        url: https://docs.tonic.ai/textual/textual-rest-api/rest-api-authentication
      - type: SDK
        title: Python (tonic-textual)
        url: https://tonic-textual-sdk.readthedocs-hosted.com/en/latest/index.html
  - aid: tonic-ai:validate
    name: Tonic Validate
    description: >-
      Tonic Validate is an open-source RAG evaluation framework and metrics
      platform for measuring retrieval-augmented generation quality. Used via a
      Python SDK that reports runs to the Tonic Validate web UI.
    image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg
    humanURL: https://www.tonic.ai/products/validate
    baseURL: https://validate.tonic.ai
    tags:
      - RAG
      - Evaluation
      - Metrics
      - SDK
      - Python
    properties:
      - type: ProductPage
        url: https://www.tonic.ai/products/validate
      - type: SourceCode
        url: https://github.com/TonicAI/tonic_validate
  - aid: tonic-ai:fabricate
    name: Tonic Fabricate
    description: >-
      Tonic Fabricate generates synthetic relational data, free-text, and
      mockable APIs from a schema definition. Used through the Fabricate web
      app and project APIs.
    image: https://kinlane-productions.s3.amazonaws.com/apis-json/apis-json-logo.jpg
    humanURL: https://www.tonic.ai/products/fabricate
    baseURL: https://fabricate.tonic.ai
    tags:
      - Synthetic Data
      - Relational
      - Mock API
    properties:
      - type: ProductPage
        url: https://www.tonic.ai/products/fabricate
      - type: Documentation
        url: https://docs.tonic.ai/fabricate
common:
  - type: Website
    url: https://www.tonic.ai/
  - type: Documentation
    url: https://docs.tonic.ai/
  - type: GitHub
    url: https://github.com/TonicAI
  - type: LinkedIn
    url: https://www.linkedin.com/company/tonicfakedata
  - type: Plans
    url: plans/tonic-ai-plans-pricing.yml
  - type: RateLimits
    url: rate-limits/tonic-ai-rate-limits.yml
  - type: FinOps
    url: finops/tonic-ai-finops.yml
maintainers:
  - FN: Kin Lane
    email: [email protected]

Tonic.ai

APIs

Tonic Structural REST API

Tonic Textual REST API

Tonic Validate

Tonic Fabricate

Resources

Sources