AI and technical development
Direct work with AI, backend systems, real-time workflows, and prototypes, including the move from a convincing technical result to a dependable product capability.
About Marc Paul
Product and delivery experience applied to independent review.
Marc Paul conducts Independent Initiative Reviews of consequential AI and software decisions. His background in development, product delivery, technical production, and cross-functional leadership informs his judgement of the commercial case and the conditions needed to deliver the initiative.
Relevant background
The review connects the proposal to operating conditions.
Marc's work has covered product definition, technical scope, delivery sequence, team responsibility, and systems used by real customers and operators. His experience includes AI and backend development, product and production leadership, learning and progression systems, spatial computing, real-time experiences, and technical research.
The practice follows that experience. Its initial field covers AI-enabled products, internal AI systems, workflow platforms, software investments, significant rebuilds, digital-product changes, and related technology initiatives. It does not claim sector independence or replace specialist disciplines.
Marc is based in Malta and works internationally.
Relevant experience
Experience brought to an initiative review.
Marc compares the commercial claim with what the product, technology, team, and operating environment can support.
Product and production delivery
Work across product definition, delivery planning, dependencies, technical trade-offs, and the coordination needed to move from proposal to operation.
Cross-functional leadership
Experience working across leadership, product, design, engineering, and production when ownership, constraints, and expected outcomes are unclear.
Public work
Marc speaks and writes about AI, emerging technology, decision quality, immersive systems, and the evidence needed before a technical commitment.
The practice
A defined role with clear limits.
The Decision Integrity Practice does not build the system it recommends, earn implementation fees, sell software, or depend on approval for further work. That separation protects the opinion from the commercial outcome.
The review may identify the need for specialist legal, security, financial, regulatory, or technical work. It does not claim to replace those disciplines.
Read the independence and conduct standardTEDxValletta
Balancing ambition and skepticism in AI.
The talk considers how curiosity and skepticism can coexist in work on AI. For a live initiative, the practical question is what the available evidence can support before ambition becomes a commitment.