Every engagement runs the same four stages. The difference is what gets built in stage three.
Custom models, retrieval systems, and inference pipelines built against your data and your latency budget. We start from the metric you need to move.
Document intake, data entry, routing, and reconciliation. We instrument the current process first, so the saving is measured rather than estimated.
Support and sales agents grounded in your own content, with a tested escalation path. Deflection rate is the number we report on.
Inbound and outbound voice for intake, qualification, and scheduling. Interruption handling and sub-second response are requirements, not extras.
The product around the model — dashboards, review queues, mobile clients. Built so a non-technical team can operate the system without us.
A two-week diagnostic when you are not ready to build. You leave with a ranked opportunity list, a cost model, and the things we would not touch.