UAE AI Readiness

The governed plan before you build.

DVNC's signature wedge: a readiness audit that maps your real workflows and data risk, closes the governance gaps, and hands you a costed 90-day roadmap with a recommended first build — so you spend on AI from a position of clarity, not hope.

Why readiness first

AI projects stall when a tool gets bought before the workflow is understood. The work runs on WhatsApp, CRM, email, and spreadsheets — and that is exactly where the data risk and the opportunity both live.

What we review
Lead, client, and deal workflows across CRM, WhatsApp, email, and spreadsheetsData sensitivity and where personal, client, or financial records moveCurrent AI and SaaS tooling and the vendors you are consideringManual handoffs and repetitive admin ripe for automationGovernance posture: approvals, audit trails, and risk documentationBilingual EN/AR touch-points where they carry operational or compliance weight
The spine

Assess → Govern → Build → Monitor

The readiness audit is step one. It hands off cleanly into build and monitoring.

01

Assess

Map the real workflows and where sensitive data moves.

Workflow mapData-risk notesAI use-case map, scored
02

Govern

Set the controls before AI touches a live process.

Governance gap listHuman-approval designAudit-trail plan
03

Build

Ship the recommended first system, costed in AED.

Scoped first buildAED costingDelivery plan
04

Monitor

Keep cost, quality, and governance in view.

Ops dashboardRetainer optionsReview cadence

What you get

  • AI use-case map — every candidate use case across your business, scored on impact, effort, and data sensitivity, so the priority order is obvious

  • Workflow map — your real processes documented end to end, including the WhatsApp, email, and spreadsheet steps that never made it into the CRM

  • Data-risk notes — where personal, client, or financial data moves, where it is exposed, and what AI use of it would mean in PDPL-aware terms

  • Tool and vendor review — a read on your current stack plus a shortlist of AI tools and vendors that fit your data sensitivity and budget, with monthly AED costs

  • Automation opportunity list — the manual handoffs (re-keying, copy-paste, follow-up chasing) that automation can remove first, with rough hours saved

  • Governance gap list — the human-approval, audit-trail, and risk-documentation gaps to close before AI touches a real workflow

  • 90-day implementation roadmap — a phased plan naming what gets built, in what order, by whom, and at what AED cost

  • Recommended first build — one named, scoped, and costed build to commission immediately, chosen for fastest defensible return

  • Readout call — a 90-minute session walking leadership through findings, the roadmap, and the first-build decision, plus a 30-day Q&A window

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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