Harness the power of your
knowledge collections
with AI

Transform documents into structured knowledge bases that power apps, agents, and teams through secure APIs.

Secure Access Control
Built for Research and Evidence
Cited Responses
Structured Knowledge Collections

Build and use knowledge collections for AI

Ardie transforms documents into structured knowledge collections that AI systems can query securely and reliably.

Create Knowledge Collections

Turn document sets into structured knowledge that AI can explore and retrieve from.

Query via API and MCP

Connect your knowledge to apps, bots, and AI systems.

Govern Access and Usage

Control who can access and use your knowledge.

Write Technical Reports

Generate structured reports from your knowledge collections.

In action

Build and use knowledge collections for AI

A clean, structured workspace for managing everything your AI needs to know.

Ardie collections interface on laptop

Learn More

1

1. Create your account

Sign up to access the Ardie platform. Your account allows you to create and manage knowledge collections, upload documents, and generate secure API access for your applications.

2

2. Create a knowledge collection

Start a new collection by defining the topic your knowledge will cover. A collection groups related documents into a single knowledge base that AI systems can query. Add a name, description, and topic so Ardie understands the scope of the knowledge you are building.

3

3. Upload your knowledge files

Upload documents to your collection. Ardie currently supports common knowledge formats such as PDF and TXT. Ardie processes each file by extracting the text, structuring the content, and preparing it so it can be searched and queried by AI systems.

4

4. Connect your API

Once your collection is ready, generate an API key and connect it to your application. Your AI agents, apps, or services can now query your knowledge collection and receive relevant responses grounded in your documents.

Explore Use Cases

What they ingest

Create collections from journal articles, reports, and datasets so AI can retrieve evidence, summarise findings, and support literature reviews.

Where it's consumed

Research assistants, literature review tools, academic writing environments, policy analysis systems, and AI research agents.

Why API-first matters

Research tools and agents can query the same evidence base programmatically, ensuring consistent citations, reproducible analysis, and controlled access to curated research collections.

Marketplace

Publish and Share Knowledge Collections

Discover, publish, and access curated knowledge collections through secure API connections.

Publish curated knowledge collections

Control who can access your knowledge

Monitor and manage usage

sell access to your knowledge APIs

Keep your data secure

API Demo

Query your knowledge
in minutes

Connect your knowledge collections to applications, internal assistants, and AI systems with a simple API call. Switch between research, policy, and operational use cases to see grounded answers returned from your documents.

  • Works across research, policy, and internal operations
    Connect any document collection to any application or assistant.
  • Returns answers grounded in your files
    Responses cite specific documents with section and page references.
  • Supports API and MCP integrations
    Use REST APIs or MCP to connect to internal tools, bots, and workflows.

See how one API works across different knowledge collections

Academic Research Collectionmtss-research
import requests

response = requests.post(
    "https://api.ardie.ai/v1/query",
    headers={
        "Authorization": "Bearer ARDIE_API_KEY",
        "Content-Type": "application/json",
    },
    json={
        "collection": "mtss-research",
        "query": "What interventions improve school attendance?",
        "top_k": 5
    }
)

print(response.json())
POST /v1/query · mtss-research
POST /queryJSON responseSources included

Grounded answers returned from your knowledge collection.

Pricing

Start free. Upgrade when you need more.

Free

$0

  • 1 collection
  • 500 queries / mo
  • 500 MB storage
Start free

Starter

$15/ mo

  • 3 collections
  • 5,000 queries / mo
  • 5 GB storage
Start plan

Pro

$29/ mo

  • 10 collections
  • 20,000 queries / mo
  • 20 GB storage
Start plan

Scale

$59/ mo

  • 25 collections
  • 100,000 queries / mo
  • 100 GB storage
Start plan
Infrastructure-grade

Governance built in,
not bolted on.

Scoped API keys

Per-buyer, per-app, per-environment. Revoke instantly.

Rate limiting

Configurable per key. Abuse stops at the gateway.

Usage metering

Every query logged. Usage dashboards for owners and buyers.

Revocable access

Owners can revoke any key at any time with immediate effect.

Audit trails

Full query history tied to keys, users, and timestamps.

Predictable governance

Hard limits enforce policy. No ambiguity in access contracts.

Turn your knowledge into AI ready infrastructure