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Shadow AI Audit Signature
A two-week, structured discovery of every AI tool your staff are quietly using — and where your sensitive data is going. Risk register, exposure scoring, and a remediation plan, delivered to the board.
We help mid-market companies across the Middle East and Africa adopt AI without the hype, the risk, or the wasted spend. Strategy, governance, and working systems — designed around your operations and the data protection rules of your jurisdiction.
The market is loud. The vendors are louder. Behind the noise, three patterns repeat in nearly every business we meet.
A ChatGPT seat here, a Copilot there, a chatbot nobody owns. Spend without integration, integration without measurement.
Your staff are already pasting client data, contracts, and source code into consumer AI tools. You don't know what, where, or how much.
Six-figure proofs of concept that demo well and deliver nothing. Theatre, not throughput.
Productised engagements with clear deliverables, fixed timelines, and outcomes you can put on a board slide.
A two-week, structured discovery of every AI tool your staff are quietly using — and where your sensitive data is going. Risk register, exposure scoring, and a remediation plan, delivered to the board.
Acceptable-use policies, vendor evaluation frameworks, and operating models mapped to your jurisdiction — UAE PDPL, Saudi SDAIA Ethics Principles, Qatar NCSA, DIFC/ADGM, or the applicable African regime. Regulator-ready documentation, not slide-ware.
A private assistant trained on your SOPs, contracts, product docs, and institutional knowledge — deployed on in-region cloud (Azure UAE North, AWS me-central-1, or KSA) so your data never leaves the jurisdiction. Arabic and English by default.
An AI tier-one agent that handles 40–60% of inbound tickets end-to-end and routes the rest to humans with full context. Measured against deflection rate, CSAT, and cost-per-ticket from day one.
For consultancies, agencies, and professional services: an AI workflow that drafts proposals, RFP responses, and client documents in your firm's voice — using your past work as the source of truth.
Most AI consultancies are either research labs cosplaying as advisors, or marketing agencies that learnt the word "agent" last year. We're neither.
The same engagement model whether you're auditing risk or shipping an agent.
A 90-minute working session. We map your operations, your stack, and the highest-leverage opportunities.
A short written proposal: what we'll deliver, what it will cost, what it won't include, and the metric we'll measure.
We ship working systems in weekly increments — visible, testable, owned by your team from day one.
Documentation, training, and a month of post-launch support. We leave behind capability, not dependency.
First Step MEA is an AI advisory and build practice for mid-market companies across the Middle East and Africa. We design, build, and govern the AI systems that run inside your business — without the hype, the risk, or the wasted spend.
We work exclusively in the region because the region has a distinct regulatory environment, a distinct language requirement, and a distinct operating reality. Every system we build is designed around the data protection rules of the jurisdiction it serves — UAE PDPL, Saudi SDAIA, Qatar NCSA, and the free-zone regimes — and supports Arabic and English natively where clients need it.
Our engagements are led by senior practitioners and supported by a vetted bench of regional specialists. No handoffs to juniors, no offshore delivery of the serious thinking, and no work we wouldn't put our name to.