Start with the workflow
We map where time actually goes before proposing where AI fits — some problems don't need a model.
AI consulting & integration
Practical AI, integrated where it actually pays off.
Most teams don't need an AI strategy deck — they need three workflows that get faster and safer. We find them, build them, and measure them.
Where AI helps
Assist the work, don't replace the judgment.
The wins are rarely exotic: drafting first passes, classifying and routing requests, summarizing long histories, answering questions from your own documents, and extracting structure from messy inputs. We design these with human review where the stakes require it.
- AI-assisted drafting, review, and routing workflows
- Knowledge systems that answer from your documents
- LLM integration into existing tools and processes
- Evaluation, guardrails, and human-in-the-loop design
Approach
Grounded, measured, and honest about limits.
Measure the outcome
Every integration ships with a success measure: time saved, error rate, turnaround. If it doesn't move, we say so.
Keep data yours
Data handling, provider choice, and retention are decided with you and documented — nothing leaves without a reason.