Artificial Intelligence

AI applied where it truly adds value

Assistants, document extraction and automatic classification — with return assessment, tests, guardrails and cost control.

The problem we solve

Repetitive tasks eat up hours of your team’s time — and AI can help, as long as it is applied with judgment and control.

Identifying the use case where AI truly adds value — not every problem is an AI problem

Continuous evaluation: tests that measure whether answers are correct

Guardrails to prevent off-scope answers and data leaks

Observability: you know what the AI did and how much it cost

Human review at critical decision points (human-in-the-loop)

Models chosen for cost and quality — OpenAI, Anthropic, Gemini or open models

Situations where this solution delivers the highest return.

Quick answers about your company’s documentation.

Data from contracts and invoices with human validation.

Tickets and emails classified and routed automatically.

A contextual assistant inside your software.

Tools chosen for the problem — not a fixed list applied to every project.

PythonTypeScriptOpenAIAnthropicGeminiPostgreSQL + pgvectorFastAPI

We validate the use case and deliver a proof of concept with clear metrics.