Question 1

Where is my data stored?

Accepted Answer

Your data is hosted in France (AWS eu-west-3), in compliance with GDPR. It is never used to train models. You can request deletion at any time.

Question 2

What's the difference with ChatGPT or a traditional AI assistant?

Accepted Answer

A traditional assistant relies on a single model, a single perspective, with no verification. Colecia orchestrates 2 to 8 independent specialized agents, cross-checks their analyses, verifies facts against external sources, and exposes disagreements instead of hiding them.

Question 3

Which AI models do you use?

Accepted Answer

Multiple complementary open-source models. A routing algorithm selects the optimal model for each task, which reduces biases and optimizes costs.

Question 4

How long does an analysis take?

Accepted Answer

Between 3 and 12 seconds depending on complexity. You can watch the agents work in real-time through streaming.

Question 5

What is a credit?

Accepted Answer

A credit is Colecia's unit of consumption. Why credits? Each analysis mobilizes multiple AI agents, consults your sources and uses your tools — consumption varies according to actual complexity. Credits enable fair billing: you pay for what you consume, not an oversized flat rate. In practice, an analysis costs between 3 and 15 credits depending on the number of sources, document size and connected tools.

Question 6

What integrations are available?

Accepted Answer

Today, Colecia connects to HubSpot and analyzes your documents (PDF, Word, Excel...). More integrations (Slack, Notion, CRM, ERP...) are under development. A REST API + SSE streaming is also available.

Our articles

Colecia: when the AI agent team builds itself the moment you ask