AI is the greatest force for change humanity has ever built. We're misusing it at civilizational scale.
AI Executive, Engineer, and Evangelist — 18+ years building what AI actually needs to work. Currently Head of AI Business Operations at Philips.
The Case for Redesign
AI is not a recent invention. Those of us who have worked in this field for decades watched it develop long before it became a boardroom priority. What changed was not the technology's nature — it was its accessibility. Large language models made AI mainstream. But mainstream adoption brought mainstream thinking: fast, shallow, and driven by pressure to show results before asking whether those results are the right ones.
What is being celebrated as transformation is, in most cases, augmentation. Intelligent tools bolted onto systems that were already failing — in healthcare, education, governance, finance. And augmentation doesn't just delay progress. It introduces new risks onto old fault lines. Society is not equipped to identify these risks, let alone absorb or cure them. We are accelerating toward consequences we have not prepared for.
The scenario I fear most is not science fiction. It is this: irresponsible deployment triggers a cascade of visible, damaging failures. Society loses trust. People stop seeing AI as a tool and start seeing it as a threat. And humanity turns its back on the most powerful force for change it has ever built — not because AI failed, but because we failed it. We will have closed the window not with a bang, but with a series of preventable mistakes made in the name of speed.
"Irresponsible deployment doesn't just delay transformation. It risks ending it."
The window is still open. The leaders who use this moment to ask 'what would we build if we started from zero?' will define the next century. Those who don't will be optimizing their way into irrelevance — or into the kind of harm that permanently closes the door. This is not a call for caution. It is a call for responsibility, intention, and the courage to redesign rather than augment.
Watching the Clock
Talk is insufficient. The AI 4 Society Observatory is a live platform tracking the societal impact of AI — pairing every risk with concrete, actionable solutions. Built on the principle that no data reaches the public without human oversight.
The Risk Monitor
Real-time tracking of active AI threats — categorized by velocity, time horizon, and systemic dependencies.
The Solutions Engine
For every risk, a concrete countermeasure. Adoption progress, key players, and barriers to implementation tracked live.
Human-in-the-Loop
No agent output reaches the public dashboard without passing through human review gates. This is what responsible AI looks like in practice.
On the Record
Invite Deha to Speak →Available for keynotes, panels, advisory engagements, and editorial interviews on AI governance, responsible transformation, and the future of enterprise AI.
Big Data & AI World Madrid
Keynote Speaker · Enterprise AI Strategy
Madrid Tech Show
Speaker · AI Transformation
Device Chronicle
Published Interview · IoT & Embedded Intelligence
Philips Technology Blog
Contributing Author · AI Regulation & Governance
LinkedIn Pulse
Long-form Author · AI Strategy & Future of Work
Speaking Topics
The Argument, Ongoing
Long-form thinking on AI strategy, governance, and the decisions that will define the next decade.
"The most dangerous thing about AI regulation is not that it moves too fast. It's that companies are positioning compliance as transformation."
Navigating the Future: Philips and the Evolving AI Regulation Landscape
Philips Technology Blog · September 2024 · 8 min read
"We are not moving from automation to AI. We are moving from narrow tools to systems that can surprise us. That changes everything about accountability."
From Automation to Ingenuity: The Rise of Sapient AI
LinkedIn · October 2024 · 6 min read
"Tech push is what happens when engineers solve problems nobody asked them to solve. We have built an entire industry on this."
No More Tech Push, Please!
LinkedIn · August 2024 · 5 min read
"When all public data is consumed, the arms race doesn't end. It turns inward — toward synthetic data, proprietary moats, and the privatization of intelligence itself."
What Will Happen When All Public Data Is Consumed by GPTs
Medium · July 2024 · 7 min read
"AI agents don't just automate tasks. They automate decisions. That is a fundamentally different responsibility."
Welcoming the Age of AI Agents
LinkedIn · June 2024 · 9 min read
"The organizations treating AI as a project have already lost. The ones treating it as a capability are just getting started."
AI Is Not a One-Off Project
Philips Technology Blog · May 2024 · 6 min read
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Long-form Articles
368+
Published Posts
2+
Conference Stages
Featured
Industry Press
18 Years in the Engine Room
Not an observer of AI's development. A builder of it — across healthcare, automotive, semiconductors, and enterprise.
The Founder
Co-founded Rapitek Medikal — a medical device startup for rapid blood coagulation analysis. Secured seed funding. Built proof-of-concept hardware from scratch. Learned what it actually costs to take an idea from zero to a working product in a regulated industry. That experience never left.
The Engineer
While building Rapitek, also led software teams at Siemens and later managed 25 system architects at NXP Semiconductors — delivering firmware, autonomous driving systems, and V2X innovations. Hands-on engineering at industrial scale, in domains where failure has real consequences.
The Builder of Teams
Moved to Philips to lead a research department of 35 across IoT and Embedded Intelligence. Became accountable not just for what gets built — but for what gets built next and why. Shaped technology roadmaps and competence development at organizational scale.
The Executive
Drove global Data & AI strategy at Philips. Established governance frameworks adopted across business units. Now leading the operational engine that turns AI strategy into production-ready products — stewarding multi-million dollar investments across GenAI and MLOps ecosystems.
"I didn't arrive at these convictions from the outside. I built, founded, and led my way to them."
Join the Argument
The conversation about AI's direction is too important to leave to the loudest voices in the room. If you want to think seriously about where this goes — let's talk.
"Your AI strategy may be solving the wrong problem."
Advisory engagements, strategy reviews, and board-level conversations on responsible AI transformation.
Get in touch →"The augmentation debate needs more voices with skin in the game."
Available for keynotes, panels, podcast interviews, and editorial contributions.
Invite Deha to speak →"Agree? Disagree? Good."
Follow the thinking, push back on the ideas, and be part of the conversation that matters.
Follow on LinkedIn →"The window is open. Not forever."