How it works

Assess → Build → Run

One ladder, one rhythm. We map where an agent pays for itself, build it production-grade on your systems, and keep it sharp every month — starting with a paid AI Readiness Sprint.

01

Assess

The AI Readiness Sprint: two weeks inside your real operation — how enquiries arrive, where follow-up dies, what your systems can support — ending in a 90-day roadmap and a fixed build quote. The fee credits into the build.

Enquiry + follow-up auditData + systems readinessPDPL exposure checkRoadmap + fixed quote
02

Build

We build the agent against your real systems — WhatsApp Business, telephony, CRM, calendars — with bilingual EN/AR conversation design, human approval gates, evals, and audit trails. You own the runtime.

Production agent, ownedWhatsApp + phone + CRM integrationEN/AR conversation designEvals + approval gates
03

Run

Managed AI Operations keeps the agent sharp: monitoring across every conversation flow, eval and regression runs, model upgrades as better ones ship, and new skills as your operation grows — with a monthly leadership review.

Monitoring + incident responseEval + regression runsModel upgradesMonthly report + meeting

Every engagement starts the same way.

With the AI Readiness Sprint — a paid two-week diagnostic of where an AI agent pays for itself in your operation, credited in full toward the build.

Newsletter

One letter, every Sunday. Working systems — not hot takes.

Build logs, working systems, and field notes from running a portfolio of AI ventures. Sent weekly, never more.

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