AI Professor · Applied AI Systems Architect · CEO at TVL Tech
For boards and executive teams deciding where generative AI actually creates value — revenue growth, competitive advantage, EU AI Act governance, and workforce readiness — from someone who builds and evaluates these systems for a living, not just talks about them. Executive keynotes, board AI strategy sessions, and hands-on workshops across Romania and Europe, in English or Romanian.
Track record
15+ years building and delivering technology inside real organizations — professional experience across eMAG, the European Commission, and Infor — now applied to helping leaders adopt generative AI with strategy, governance, and engineering rigor. Not slideware: systems that reach production and are held to a standard.
Signature Keynotes
Signature Executive Keynote
A board-level narrative on where agentic AI reshapes business models, cost structures, and competitive moats — and how leaders decide what to build, buy, and govern. Backed by the same production architecture I ship, not a vision deck.
Flagship Keynote
The 11 layers that separate an agent demo from an agent your organization can rely on — model, context, tools, memory, orchestrator, contracts, judge, evaluation, observability, human oversight, and governance. Read the framework.
What boards and executives must decide about AI value, risk, and compliance — governance built into delivery, not bolted on after the audit.
The gap between the demo and production — and the evaluation discipline that makes AI provably work before it reaches customers.
Architecture patterns, failure modes, and practical evaluation design.
How to orchestrate agentic behavior with traceability and control — see the enterprise AI agents guide.
Testing discipline for stability, drift detection, and release confidence.
Designing reliable workflows where human intervention matters.
Trust, sovereignty, and interoperability in ecosystem-level AI delivery.
Operational controls integrated into daily delivery workflows.
Formats
Technical Proof
Event-driven orchestration patterns using FastAPI, Inngest, LangGraph, Gemini, Tavily, PostgreSQL, and Redis.
Regression suites and drift detection to stabilize behavior across prompt and model changes.
AI adoption models aligned with trust, interoperability, and governance requirements in European contexts.
Public Validation
Confirmed keynote speaker on AI implementation strategy.
View releaseGuest session on practical AI and business model innovation.
Open notePublished takeaways on testing rigor and maturity trends.
Read takeawaysRepresented Ocean Enterprise Collective around trust and sovereignty topics.
Explore projectMedia Kit
Short bio: Alexandru DAN is an AI keynote speaker and generative-AI strategist for business leaders — AI Professor at ASE Bucharest and CEO at TVL Tech. He helps boards and executives turn generative AI into strategy, governance, and measurable value, backed by real production engineering.
Long bio: Applied AI Systems Architect, AI Professor, and CEO at TVL Tech, with 15+ years of enterprise experience across organizations including eMAG, the European Commission, and Infor. Alexandru builds and evaluates production AI systems — agentic workflows, LLMs in production, conversational AI testing, and EU AI Act governance — and helps leadership teams adopt AI that works under real operational constraints, not just in demos.
FAQ
Generative AI strategy for business leaders, agentic AI in the enterprise, LLMs in production, conversational AI testing, data spaces and AI, EU AI Act governance, and AI workforce readiness.
An executive keynote, a board AI strategy session, a half-day workshop, and a full-day lab, each adapted to one of your organization's real use cases.
Boards, the C-suite, and executive teams making AI decisions, together with the engineering, product, and data leaders who deliver them.
Yes. I am based in Luxembourg and Bucharest and speak regularly at events in Romania and across Europe — including as keynote speaker at ICMarkTech 2026 in Bucharest and as AI Professor at ASE Bucharest.
Yes. Sessions are delivered in English or Romanian, on-site in Romania and Luxembourg or remotely, adapted to the audience and use case.
Email alex@tvl.tech with your audience profile, expected outcomes, and preferred format.
Invite
Share your audience profile, expected outcomes, and preferred format.
alex@tvl.tech