Case studies
Client details are withheld under standard confidentiality terms. What’s below is the problem class and the approach — no proprietary code, architecture diagrams, prompts, or schemas.
A real-time voice AI agent, in production, in healthcare
Building a real-time conversational AI agent with multi-modal audio streaming, tool calling, and structured outputs for a regulated healthcare platform.
A 51M-record migration with zero downtime
Designing a batched, multi-threaded data migration pipeline that moved 51M+ records without taking the platform offline.
Stopping an LLM fabricating clinical facts across 2M+ documents
How grounding constraints, schema-validated extraction and continuous evals kept an LLM summarization pipeline from inventing details across millions of clinical documents.