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AI applied to engineering

AI accelerates. Engineering guarantees.

We use AI as an engineering accelerator - for documentation, QA and development - always with governance and rigorous human review. No hype, no vibe coding: serious engineering, faster.

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Where AI accelerates

Applied at specific points of the engineering cycle, always under human control.

Documentation

Generating and updating technical documentation from existing code.

QA and testing

Accelerating test coverage and early detection of regressions.

Development

Assisted code generation and refactoring, reviewed by senior engineers.

Governance

Automation with human review at every step.

AI doesn't replace engineering judgment. Every output goes through senior review before reaching production.

This is what separates AI-accelerated engineering from a "prompt shop": we keep architecture, security and quality under human responsibility.

✓ Mandatory senior review on all generated code
✓ Architecture decisions stay human
✓ Security and quality verified, not assumed
✓ Speed gains without losing control

Frequently asked questions

Is this "vibe coding"?
No. AI is an accelerator within a serious engineering process, with architecture, tests and human review. Technical judgment is never outsourced to the AI.
Does AI compromise code security?
No, because every output is reviewed by senior engineers and validated by tests and security practices before going to production.
How much speed gain is realistic?
The biggest gains appear in documentation, tests and repetitive tasks. This frees the senior team to focus on architecture and critical decisions.
Does applied AI work on legacy systems?
Yes, and it's usually where it pays off most. AI speeds up reading old code, recovers documentation and helps generate tests that protect current behavior before any modernization.
Does the AI have access to our source code?
Only under a confidentiality agreement (NDA) and with proper protections. We treat code and data confidentially and follow security best practices throughout the process.
Which AI tools do you use?
We choose the most suitable tool for each context, but the differentiator isn't the tool - it's the process: architecture, tests and senior review around it.
Do I need a technical team to hire you?
No. We act as your engineering team or alongside your internal team, depending on the project's needs.

Want to accelerate your engineering safely?

Talk to specialists and learn how to apply AI with governance.

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