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AiQL sells applications teams work in, and a platform other products integrate with. Applications sit on the same knowledge layer. The platform exposes that layer as named APIs, SDKs, and embeddable UI. Self-service SaaS and custom deployments both host in a data region. Custom buyers are assigned a tenancy tier.

Applications

Studio

Where a workspace’s knowledge is maintained: sources, ontologies, rules, and related setup.

Observatory

Where teams reason over that knowledge: explore, analyze, build, and automate.

Assistant

A website assistant at assistant.aiql.io. Indexes a public site and embeds grounded chat.

Ontologies

A schema catalog at ontologies.aiql.io. Describes the shape of connected sources.

Terminology

A healthcare terminology product at terminology.aiql.io. Maps text and codes to standard clinical vocabularies.

Platform

Middleware API

Ingestion that turns sources into structured, queryable knowledge. Also offered as MCP.

Artifacts API

Canvases, dashboards, documents, and presentations produced in Observatory.

Connectors API

Discover, configure, and sync external systems into a workspace.

Ontologies API

Catalog and introspect the shape of connected sources.

Terminology API

Clinical code systems, mapping, and FHIR terminology operations.

Models

Layout

Finds regions on each page before any text is read.

OCR

Reads those regions, with dedicated passes for tables, formulas, charts, and seals.

Pipeline

Infers or applies a schema, then extracts entities and relationships.

Answers

Reasons over the workspace knowledge layer in ask, reason, or build mode.

Embeddings

Vectors for queries, schema names, and instances.

SDKs

Python SDK

Package aiql. Typed client for the Middleware and Artifacts APIs.

TypeScript SDK

Package @aiql.io/sdk. Typed client for the same APIs in Node.js or the browser.

React SDK

Package @aiql.io/react. Embeds Studio and Observatory tools in a customer product.