Gen AI & Machine Learning

In limited cases and when justified, we design or adapt AI systems to support production stability.

This may include:

• Constrained internal AI assistants

• Controlled RAG-based knowledge systems

• Targeted model adaptation to reduce failure rates

We do not lead with custom models or experimentation. They are applied selectively and only when they materially improve system reliability and control.