How do you keep AI deployments compliant in Abu Dhabi?

We enforce in-region hosting, least-privilege RBAC, audit logging, and human-in-loop validation. Vendors are on an allowlist with failover, and prompts/models are versioned with rollback.

What is the 90-day delivery cadence?

Weeks 0-2: intake and guardrails. Weeks 2-6: build 3–5 workflows with QA. Weeks 6-10: harden with red-team and runbooks. Weeks 10-12: operate with steering and ROI tracking.

Which workflows do you automate first?

Finance (reconciliation drafts, variance explanations), Ops (ticket summarization, vendor comms), Support (knowledge retrieval with confidence thresholds).

AI Consulting in Abu Dhabi

Why it works

Governed Velocity

We pair a 90-day cadence with human-in-loop controls, Abu Dhabi data residency, and vendor allowlists. You ship AI safely and avoid shadow IT.

Decision rights: Steering (CIO/COO/CFO), Design Authority (CAIO + Risk), Delivery pods.
Human-in-loop: approve for finance, co-create for high-risk, sample for low-risk.
In-region: data residency in UAE; RBAC + SSO/MFA; audited prompts/models.

90-Day Cadence

From intake to operate with measurable ROI.

Weeks 0-2: intake top workflows, KPIs, risk tiers, guardrails.

Weeks 2-6: ship 3–5 workflows (finance, ops, support) with QA.

Weeks 6-10: harden—red-team, failover, runbooks, support training.

Weeks 10-12: operate—steering, ROI tracker, incident playbook.

Finance

Reconciliation drafts, variance explanations, invoice QA with human approval and full audit trails.

Operations

Ticket summarization, exception handling, vendor comms drafts with confidence thresholds and handoff.

Support

Knowledge retrieval with citations, routing on low confidence, and co-pilot experiences for agents.

Controls & Assurance

In-region hosting; no cross-border without approval.
Audit: prompts/models/versioning, output watermarking, logs.
Security: SSO/MFA, least-privilege RBAC, KMS-managed secrets.
Vendors: allowlist with failover; red-team before launch and on updates.

Measurement

Efficiency: hours removed, cycle-time delta.
Quality: error/appeal rate, rework.
Financial: payback days, margin impact.
Adoption: human-touch %, active users, opt-outs.

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