Six places to start.
Read the regulation. Check the policy. Mark the gap.
Agents that ingest regulatory documents — PDPA, MAMPU circulars, sectoral security directives — and compare them against the client's internal policy and procedure stack. The agent annotates each gap with the relevant clause and a confidence flag so the human reviewer can prioritise.
Output: a structured gap report mapped to clauses, with reviewer triage cues.
Four stages.
A one- to two-day workshop to scope the specific use case and surface the constraints.
A proposal with safety analysis and human-in-the-loop design.
A two- to eight-week sprint depending on scope.
Every Claude integration ships with a measurable success metric — not just a working demo.
A persistent AI bridge.
One pattern from our integration work — connecting a Claude agent to an operator-controlled terminal session, fronted by Telegram, with mandatory authorisation gates at the bridge.
Operator-controlled remote-mode toggle. Low-privilege isolation. Polling — never inbound exposure. The bridge enforces authorisation before any action lands on the session.
Brief us on the workflow. We respond personally within two business days.