SPEAKING
Clarity before intelligence.
António Rocha speaks at the intersection of AI, Requirements Engineering and real-world technology delivery, examining how problem framing, requirements and early decisions shape what happens later in implementation.
Lisbon AI Summit · Closing Keynote
How Unclear Requirements and Weak Framing Break AI Initiatives
Made on Day One, Felt on Month Six.
The keynote explored problem framing and requirements decisions that sit at the heart of António Rocha’s work on AI decision-making.
Also: Lab Summit 2024 · Lab Summit 2026 · executive sessions
SELECTED APPEARANCES
Speaking, keynotes and industry discussions.






