Minimum Viable Team (MVT)

Lean Execution Structure for Strategic Scale & Low Burn Rate

Tier 1: Core Leadership (Strategic)

Mohammed Khalaf

Director & Exec Sales
Onsite (UAE)

Drives C-level networking, Gov relations, & secures high-value anchor contracts via executive trust.

Abdel Aziz Mahmoud

Business Consultant
Hybrid / Client-Facing

Translates AI capability into enterprise ROI. Pitches the commercial value of transformation programs.

Ahmed Saleh

Technical Consultant
Hybrid

Odoo Partner. Ensures AI models integrate seamlessly into enterprise ERP systems during Pre-Sales.

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)

B2B Marketing & Pre-Sales

Brand & Proposals
1 Online / Freelance

Crafts premium pitch decks, manages LinkedIn thought-leadership, and develops case studies.

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.

Sales & Go-To-Market Strategy

1. Founder-Led Sales

Mass marketing fails in sovereign AI. Contracts are won via Tier 1 Leadership leveraging existing executive networks, government relationships, and C-level trust to secure high-ticket meetings.

2. Thought Leadership

The Tier 2 Marketing Freelancer acts as the enablement engine. They turn Tier 1's expertise into premium whitepapers, LinkedIn articles, and elite pitch decks to validate authority before the meeting.

3. "Land & Expand" Pilots

Instead of selling massive initial contracts, use the Tier 3 Tech Squad to build fast, low-cost "Proof of Concept" models. Once the client sees the AI work on their data, you close the long-term retainer.