Realistic deployment scenarios.

Problem

Teams could not find accurate information across scattered documentation, handoff notes, and internal docs.

Solution

We connected internal knowledge sources into a retrieval system with chunking, ranking, and answer citation built into the response layer.

Problem

Support teams were buried under repetitive tickets that still needed policy checks and product context before replying.

Solution

We designed a triage agent that categorizes tickets, retrieves policy context, and drafts replies with clear confidence thresholds.