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.

Business AI
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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.