Omar Bahgat architects agentic AI systems, AI-native SaaS platforms, and enterprise GTM strategies — turning AI capability into measurable business transformation across sectors.
Six core competencies powering enterprise AI transformation — battle-tested across production systems spanning geotechnical intelligence, healthcare AI, sustainability tech, and agentic automation.
Not prototypes. Not demos. Production systems that moved the needle on revenue, efficiency, and scale.
The Problem
Geotechnical engineers spent weeks extracting insights from unstructured site investigation data, creating costly delays across infrastructure projects globally.
The Approach
Led end-to-end product strategy for an AI-native SaaS platform combining RAG, semantic search, and intelligent workflow automation. Defined the pricing model, enterprise GTM motion, and roadmap from 0-to-1.
A battle-tested 4-phase methodology for taking enterprise AI from concept to closed contract.
Crystal-clear problem-solution fit before a line of code is written.
Enterprise pilots that convert — not POCs that disappear.
$450K pipeline. €18M qualified deals. Repeatable motion.
From 12 customers to 420+ MAUs across 40 countries.
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Weekly dispatches on agentic AI, enterprise product strategy, and the sectors AI is about to disrupt.
The copilot era is over. Enterprises that win in the next 3 years will deploy autonomous agentic systems that plan, execute, and iterate without human micro-management. Here's the architectural blueprint.
Most AI pilots die in procurement. The fix isn't better technology — it's a smarter GTM motion. A framework built from 250+ customer interviews and $450K of closed pipeline.
AI doesn't eliminate product discovery. It makes it more critical. A framework for running rigorous discovery when the solution space is infinite.
Prototype RAG looks easy. Production RAG is a different beast — chunking strategies, reranking, eval frameworks, latency targets, and retrieval quality gates. The full breakdown.
You wouldn't ship production code without tests. Why are you shipping LLM systems without evals? A practical guide to building evaluation frameworks before you write a prompt.
Ground risk, offshore energy, and civil infrastructure are sitting on decades of unstructured data. AI is finally capable of extracting value from it — here's where the opportunities lie.
Weekly AI strategy insights. No noise. No filler. Just signal.
Leonardo operates across Omar's complete knowledge base. Ask it anything — philosophy, projects, tech stack, ventures, or what makes him different.
Leonardo
System online. I am Leonardo — Omar Bahgat's autonomous AI agent. I operate across his complete professional knowledge base: AI-native product strategy, agentic system architecture, enterprise GTM, and sector intelligence across healthcare, geotechnical, sustainability, and energy domains. I don't just retrieve — I reason. What do you want to know?Suggested queries
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