What We Do
AI Development
We design and deliver AI features that integrate into enterprise systems: identity, data, workflows, and operational tooling. The focus is correctness, observability, and controlled rollout—not demos.
AI feature engineering
Ship AI capabilities inside real products: UX, guardrails, reliability patterns, and performance budgets.
Automation design
Operational workflows with approvals, fallbacks, and audit trails aligned to policy.
Governance & boundaries
Permission-aware access, retrieval-time enforcement, and traceability across sources.
Production readiness
Telemetry, evaluation harnesses, rollout plans, and incident-ready practices for long-term ownership.
Typical use cases
- RAG and enterprise search with citations
- Classification and routing automation
- Extraction and structured data generation
- Assistants for support and internal ops
What we measure
- Quality and accuracy over time
- Latency and cost
- Policy compliance and access boundaries
- Operational reliability
How we deliver
- Discovery and success criteria
- Prototype + evaluation harness
- Staged deployment
- Handoff with runbooks + telemetry
If you can share your data sources and identity model, we can propose an AI rollout plan aligned to governance.