The starting point
We distinguish deterministic steps from those requiring interpretation. Consequential actions remain controlled; errors should neither lose work nor create false confirmations.
Which actions should still require review?
What we frame together
- LLMs and domain copilots
- Retrieval and RAG
- Agents and workflows
- Evaluation and automation
A scoped use case, representative evaluations and a workflow with controls and fallbacks.
A concrete next step
Describe your situation in the project flow. We can distinguish confirmed information, assumptions and the decisions ahead.
Tell us about your idea