AI Platforms
End-to-end AI platforms from orchestration and evaluation to governed enterprise rollout.
Orchestration
Pipelines, tool use, retrieval, routing, and runtime cost controls.
Evaluation
Regression suites, human review loops, drift checks, and model governance.
Data
Embeddings, vector storage, retrieval governance, and freshness controls.
Security
Auth, PII handling, prompt filtering, and audit logging for enterprise requirements.
Observability
Latency, cost, quality, and usage analytics across model and tool boundaries.
Delivery
Rollout strategy, feature flags, rollback procedures, and adoption metrics.