AI Consultancy for Enterprise
Production AI deployment for banking, fintech, and enterprise in the UAE and KSA. From readiness audit to deployed agents — not decks, not POCs, but systems that handle real transactions and pass real audits.
The Problem
Regulatory Pressure
CBUAE and SAMA are pushing AI adoption. Banks need production systems, not experimental chatbots that fail audits.
POC Graveyard
Teams build proofs-of-concept that never ship. Vendors sell demos. Leadership loses faith in AI investment.
Talent Gap
Gulf enterprises can't hire AI engineers fast enough. The gap between ambition and execution grows every quarter.
Three Steps to Production AI
A proven path from uncertainty to production. Each step builds confidence and reduces risk before committing to the next.
AI Readiness Audit
A structured two-week assessment that maps your organization's AI readiness across data, technology, talent, and delivery culture — ending with a scored roadmap and scoped proposal.
- Stakeholder interviews (CXO + delivery leads)
- Tech & data diagnostic
- Competitive positioning scan
- 3 prioritized use cases scored & scoped
- Readiness scorecard with radar chart
- 90-day implementation roadmap
- Scoped first-engagement proposal
Executive Workshop
A hands-on intensive session with leadership and technical teams. Map real workflows to AI opportunities, evaluate build-vs-buy decisions, and produce a board-ready roadmap.
- Workflow mapping with your teams
- Build vs. buy decision framework
- Use-case scoring (effort × feasibility × ROI)
- Board-ready AI roadmap
- Budget and timeline planning
90-Day Engagement
End-to-end production deployment of your first AI system — from architecture through launch. Includes LLMOps monitoring, compliance review, and team upskilling.
- System architecture & design
- Full build with LangChain / Azure OpenAI
- LLMOps monitoring & drift detection
- Compliance review (PCI DSS, CBUAE, SAMA)
- Team training & knowledge transfer
- Production launch & 30-day support
What I Bring
Deep technical skill combined with regional regulatory knowledge. Not a generalist consultant — a practitioner who ships.
LangChain & Langflow
Complex LLM chains, agents, and visual workflow pipelines for rapid prototyping and production deployment.
Regulatory Compliance
PCI DSS, CBUAE, SAMA compliance built into every system from day one — not bolted on after.
LLMOps & Governance
Model drift detection, token usage tracking, cost allocation dashboards, and quality monitoring.
Regional Expertise
Dubai-based, 20+ years in Gulf financial services. Understands banking procurement and regulatory cycles.
Three Tiers, One Goal
Start with an audit to prove the opportunity. Align your team with a workshop. Ship a production system in 90 days.
AI Readiness Audit
Know exactly where you stand before committing to a build.
- 3–10 stakeholder interviews
- Tech & data diagnostic
- Competitive positioning scan
- 2–3 use cases scored & scoped
- Readiness scorecard with radar chart
- 90-day implementation roadmap
- Scoped first-engagement proposal
- Executive debrief call
Executive Workshop
Align leadership and produce a board-ready AI roadmap in one session.
- Half-day or full-day format
- Workflow mapping with your teams
- Build vs. buy decision framework
- Use-case scoring matrix
- Board-ready AI roadmap
- Budget & timeline planning
- Follow-up Q&A session
90-Day Engagement
Ship a production AI system that handles real transactions and passes real audits.
- Full system architecture & build
- LangChain / Langflow / Azure OpenAI
- LLMOps monitoring setup
- Compliance review (PCI, CBUAE, SAMA)
- Team training & knowledge transfer
- Production launch
- 30-day post-launch support
- Monthly executive progress reports
Production Results
Systems that are live, handling real transactions, and delivering measurable ROI.
Multi-Agent KYC Screening
Manual review, 30 min per case
94% first-pass accuracy, seconds per case
Regulatory RAG Pipeline
Compliance team searching 5+ systems manually
Pinecone-powered instant retrieval across all regulations
Customer AI Assistant
4-hour average response time
2-minute response, 3 markets, delivered ahead of schedule
Frequently Asked Questions
Ready to Ship Production AI?
Book a 20-minute discovery call. I'll learn your workflows, regulatory constraints, and technical landscape — then we'll decide together which tier makes sense.
20-minute call — no pitch, no obligation