Hamza Jadouane
I help businesses understand, adopt, and build with AI. 7 years at a management consulting firm, now freelance: building AI-powered applications and advising companies on AI strategy and implementation.
AI Strategy
AI Product
AI Training
AI Integration
Management consulting for AI. I help businesses figure out where AI fits, what to build, and how to avoid expensive mistakes.
Assess the business, identify where AI creates real value, and build a prioritized roadmap with sequencing, budgets, success metrics, and build-vs-buy decisions. The flagship service for companies that know AI matters but don't know where to start.
Workshops, interviews, and process mapping to surface a clear list of concrete AI opportunities in your business. Each scored by impact, feasibility, and cost. Shorter and more focused than a full strategy engagement.
Diagnostic service covering data maturity, team capability, tooling, governance, and compliance. Includes EU AI Act alignment, risk framework, and internal AI policies. The health check before you scale.
For companies building AI features into their products. Pure product strategy work: user research, feature prioritization, success metrics, and working with your dev team to ship the right thing. No code, just clarity.
Lightweight prototypes and POCs to prove an idea works before anyone commits real budget. Quick workflow prototypes, simple agent loops, quick wins. Output is a working proof-of-concept, not a production system.
Leadership-level sessions. What AI actually is, what it can and cannot do, how to think about it strategically, and how to evaluate vendor pitches without getting fooled. The anti-hype workshop.
Engineer turned management consultant turned AI builder. I spent 7 years at a management consulting firm helping clients solve complex business problems with data and AI. Now I build the tools myself as a freelance AI consultant and developer.
Deep understanding of where AI creates real value versus where it is noise. 7 years of management consulting applied to AI adoption.
Hands-on experience building AI-powered applications and agent systems. I use that experience to ground every recommendation in what actually works.
MSc in Engineering from Centrale Lyon. Technical fluency in modern AI tooling without getting lost in the hype.
7 years at a management consulting firm advising on data, AI, M&A due diligence, and organizational transformation across industries.
Verum Services
2026 - Present
Advising businesses on AI strategy and implementation. Building autonomous agent systems and custom AI tools for specific business workflows.
Virtus Athlete
2025 - Present
Designing, building, and shipping Virtus Athlete, a full-featured workout tracker for iOS and Android, end-to-end as a solo developer.
Management Consulting Firm
2018 - 2025 (7 years)
Leveraged data and AI to address client issues. Advised clients on strategic projects across multiple sectors. Supported vendors, buyers and lenders in M&A transactions with commercial and technical due diligence. Helped clients streamline processes and transform organizations.
Centrale Lyon
2018
One of the top engineering schools in France. Generalist engineering program covering mathematics, computer science, business strategy, and the fundamentals of most engineering disciplines.
A mobile app I designed, built, and shipped solo. AI is involved in every single aspect of it.
A full-featured workout tracker for iOS and Android with 1,300+ exercises, unlimited program creation, and every training style supported. Available on the App Store and Google Play. I built this solo, and AI was involved in every single part of it.
Visit virtusapp.aiEvery part of building and running Virtus Athlete touches AI. Not as a gimmick, as the default way of working.
Brainstorming
Feature ideas, product direction, UX flows, naming, copy. AI as a constant thinking partner to pressure-test decisions before committing.
Development
Frontend, backend, database design, debugging, integrations. AI assists from first prototype to production ship, across every stack in the project.
User Feedback Processing
App Store reviews, support emails, and user messages parsed and clustered by AI to surface recurring themes and prioritize what to fix next.
Marketing Automation
Content generation, social posts, landing page copy, and multi-language translation. AI agents run recurring marketing workflows end-to-end.
Competitive Analysis
Tracking competing fitness apps, mainly their reviews and positioning. AI compiles and compares continuously, not just once.
Everything Else
Documentation, tests, mock data, video scripts, image generation, emails. If it can be automated or accelerated with AI, it is.
Thoughts on AI strategy, technology, and the business side of artificial intelligence.
Whether you need a strategy, a custom AI application, or just a clear answer on what AI can do for your business. Let us talk.
