Model Adaptation
Domain Models and Local Alignment
Build a governed knowledge layer from enterprise documents, service records, regulations, product knowledge, and operating procedures.
Research
Turn applied research into measurable enterprise outcomes.
We care about reliability, explainability, cost, latency, and operating quality after deployment.
Retrieval
Traceable RAG Architecture
Document chunking, semantic search, citations, permissions, and quality evaluation in one workflow.
Agents
Enterprise Workflow Agents
Connect AI to existing systems for search, summarization, drafting, checking, and orchestration.
Evaluation
Evaluation and Risk Control
Task benchmarks, red-team tests, cost monitoring, and response quality metrics for continuous improvement.