AI — Pragmatic, governed, useful
AI should reduce toil and improve decisions—not become its own project. We design copilots, retrieval, and decision support with guardrails from day one.

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What we build
Fewer clicks, better calls.
Copilots
Inbox/CRM/ERP helpers that summarize, draft, and route—safely.
Retrieval & search
RAG on your contracts, tickets, and playbooks with access controls intact.
Decision support
Scorecards and what‑if tools that expose assumptions, not just answers.
How we govern
NIST AI RMF for risk; SOC 2 or internal policies for controls.
Use cases
Value → risk matrix; choose pilots that matter and can be measured.
Data & access
Minimize, mask, and gate; log who saw what and why.
Evaluation
Define metrics, test sets, edge cases, and rollback triggers.
Run & improve
Drift monitoring, feedback loops, and change control tied to risk.
We scope AI to reduce toil and improve decisions; we align to NIST AI RMF and your compliance posture (e.g., SOC 2) as appropriate.