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In development
AI platform · developer tooling
2026

QuataAi

Self-hosted AI, no vendor in the loop

A self-hosted AI assistant and orchestration platform — chat, agents, a knowledge base and business automation — built to run entirely on open-weight models on a modest server.

Role

Sole developer

Client

QUATA Digital Enterprise

Status

In development

Year

2026

351

API endpoints

8

Client SDKs

0

Paid AI vendors

27

Migrations

The hardest problem

Eight products in the group needed AI features. Paying per token to a US vendor, in XAF, for a Cameroonian business, is a cost structure that does not survive contact with the market.

What I did about it

01

Everything runs on open-weight models on hardware the business already owns.

02

Eight SDKs so each product integrates against a typed client rather than raw HTTP.

03

Positioned as the central AI layer for the other eight products rather than a feature of any one of them.

What I rejected, and why

43 tests against 351 endpoints, and much of the wider surface is scaffolding around a real chat vertical slice. The README says so, and so do I.

What I’d change

Forty-three tests against 351 endpoints, and a large part of the surface is scaffolding around one real vertical slice. The README says so, but I would have shipped fewer endpoints and finished them rather than sketching the whole platform.

Built with

FastAPIPostgreSQLAlembicNext.js 16OllamaDockersystemd

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