We help professional services & legacy industries implement Human judgment × AI execution. Grounded in feasibility. Optimized for outcome.
Tribal knowledge resists replication. When experts leave, the capability leaves with them.
Costs are rising, yet critical tasks require too much judgment to be simply delegated.
Process complexity means one small error results in unacceptable financial or legal cost.
Delivery depends entirely on specific individuals, creating a hard ceiling on growth.
High compliance & professionalism standards, but backend systems are decades behind the market pace.
Pinpoint costliest errors, slowest handoffs, and irreplaceable judgment points. No fluff.
Minimal viable intervention. AI handles repetition; humans retain high-stakes decisions.
Not a black box. Delivered as an internal capability—understandable, operable, extensible.
Isolate judgment-critical checkpoints.
Encode repeatable reasoning paths and deploy AI only where failure cost is asymmetrically low.
// HUMAN-IN-THE-LOOP BY DESIGN
Rapid assessment: which nodes merit augmentation, which must stay human. Avoids over-automation traps.
Target high-frequency, high-error, high-value tasks with human-in-the-loop AI enhancement.
Transform expert-only services into replicable, train-able, scalable workflows.
Tell us your industry and current constraint. We’ll reply with a no-BS feasibility sketch.