Minimum Viable Team (MVT)

Lean Execution Structure for Strategic Scale & Low Burn Rate

Tier 1: Core Leadership (Strategic)

Mohammed Khalaf

Director
Onsite (UAE)

Exec. leadership, Gov relations, & securing high-level contracts. Steers the UAE AI Strategy vision.

Abdel Aziz Mahmoud

Business Consultant
Hybrid / Client-Facing

Enterprise AI transformation, ROI modeling, and commercial pricing strategies.

Ahmed Saleh

Technical Consultant
Hybrid

Odoo Partner. Ensures AI models integrate seamlessly into enterprise ERP systems.

Mohammed Helal

Head of Tech (R&D)
Hybrid / Remote

AI architecture, Custom LLMs, sovereign data security, and Tech Squad leadership.

Tier 2: Operational Support (The Engine)

Ops & Compliance Mgr

Operations
1 Onsite (UAE)

Manages Free Zone logistics, government visas, and strict PDPL data compliance.

Technical HR / Recruiter

Talent Acquisition
1 Online / Freelance

Aggressively sources global AI engineering talent to keep development costs optimized.

Finance & Accounting

Fractional CFO
1 Online / Fractional

Handles invoicing, freelancer global payroll, and UAE Corporate Tax compliance.

Tier 3: Tech Delivery Squad (The Builders)

AI / ML Engineers

Model Development
2 Online / Freelance

Codes Custom LLMs, sets up Agentic workflows, and trains predictive models.

Enterprise AI & DX

Digital Transformation
2 Online / Freelance

Guides strategic AI rollouts and modernizes legacy workflows for enterprise clients.

Backend Developer

Core Infrastructure
1 Online / Freelance

Develops secure core logic, database architecture, and backend microservices.

Automation Engineers

Workflow Automation
2 Online / Freelance

Designs and deploys intelligent, multi-step automated pipelines using tools like n8n.

Full-Stack / API Dev

Integration
1 Online / Freelance

Builds dashboard UIs and writes APIs connecting AI to client ERPs (like Odoo).

Agile Scrum Master

Project Management
1 Online / Freelance

Ensures remote freelancers deliver code on time while Tier 1 focuses on clients.