McKinsey partner (Richard Isenberg) recently gathered top CISOs and board directors to...
The panel featured Deneen DeFiore(United Airlines), Guy Gecht (Logitech,SolarEdge Technologies) and Manjula Talreja(Verint, Imprivata, Ping Identity,...
AI Governance & Risk
Guardrails, accountability and the policy debates shaping how organizations use AI.
Anthropic, Open-Weight Models and the Trust Debate
Most of big tech signed a letter against restricting open-weight AI. Anthropic didn't. What each side gets right, and the question it leaves builders.
How to Put Guardrails on a Black-Box AI Model
You don't need to rewrite a model's weights to govern its behavior. Prompt architecture and output monitoring are the practical perimeter.
We are currently witnessing a massive, multi-billion-dollar race across the technology...
Every week, a new frontier model is announced boasting higher benchmarks, larger token windows, and faster execution speeds. But for the modern enterprise...
How do you take abstract, high-level corporate governance concepts like 'AI Ethics' and...
For most organizations, ethical AI is just an un-executable paragraph written inside a corporate slide deck or a legal policy memo. But if an ethical...
When an enterprise AI transformation collapses, the executive team almost always points...
They blame a hallucination, attack the vendor's software capabilities, or claim the algorithm wasn't advanced enough for their industry. But if you look...
Data management terminology can easily blend together into an intimidating wall of...
The next time someone tries to overcomplicate these layers to sound sophisticated, use this simple blueprint to cut through the noise. 🔹 Metadata: Data...
I was grateful to present 🙏 at the PMI Lakeshore Ontario Chapter Ignite 2026 conference...
I appreciate all the positive feedback 👍 but what struck me most wasn't just the sheer volume of leaders in attendance 🧑‍🤝‍🧑, but how deeply engaged and...
Audit Debt: The Hidden Cost of AI Automation
AI built a 20-hour DCF model in 30 minutes for under a dollar - with one input error that broke the valuation. Why the new job is auditor, not builder.
Uncertainty stalls enterprise AI
Technology is rarely the issue. When organization leaders find AI adoption moving too slowly, they often look to blame the technology. However, the true...
Everyone is chasing AI
Few are doing the groundwork. That is a major problem. Enterprises are fighting for space in the "AI Solutions" lane. They are desperately looking for a...
If you are a data governance and soccer fan, then this is for you
I was honoured to be part of this initiative and represent Canada 🇨🇦 to the AI Governance World Cup along with Taylor Owen, @Saswati Soumya Sahu and Mary...
How Do We Explain AI to the Next Generation?
Data leaders spend all day governing models. Teaching kids about AI safely is a different skill - and Tiankai Feng's children's book is a good place to start.
Too many organizations are treating AI governance as an add-on to their existing data...
That is a dangerous mistake. While they are deeply interconnected, their scope and focus are fundamentally different. Data Governance manages the data: It...
Honoured to attend the AI Gathering @ Elevate held by Google (Sabrina Geremia) and hear...
Minister Fedeli’s opening remarks were inspiring — a strong reminder of how far Ontario’s tech ecosystem has come and the momentum we’re building...
I had the honor to present the keynote on Responsible AI at #Devfest Mississauga last...
As AI reshapes our world, building trust and accountability is essential. My talk highlighted practical approaches to AI Governance—ensuring our AI...
As organizations expand their AI capabilities, scalable AI governance frameworks are...
From automated compliance checks to risk management protocols, governance frameworks help maintain control. AI governance is not a one-size-fits-all...
Transparency in AI algorithms and decision-making processes builds trust and minimizes...
Implementing AI governance practices ensures accountability and fairness. Integrate AI model explainability tools to enhance transparency and...
AI governance is becoming essential as organizations scale their AI initiatives
Ensuring compliance, managing risk, and protecting sensitive data are key components of an effective governance strategy. Establish an AI ethics committee...
LinkedIn is training AI Models on your data
For non-EU users you are opted in by default. If you do not want LinkedIn to use your data to train AI then Opt out here in 2 seconds:
It was a great experience to deliver the opening keynote at the Build with AI event this...
It was an honor to share insights on The Path Forward with AI and discuss how we can strategically navigate the rapidly evolving AI landscape. The AI...
Build an AI First Organization by using this Framework for Adopting LLMs
Embarking on the journey of LLM adoption might seem daunting, but the steps from Scotiabank make it clear and achievable. 1. Start with public chatbots....
Unstructured data is everywhere, and governing it is one of the biggest challenges...
Traditional governance frameworks often fall short when dealing with the complexity of unstructured data. But this type of data—like emails, documents,...
Last few months, I have met people fascinated by AI but overwhelmed by the rapid changes
After discussing the trends, here’s what I realized about the future of AI: AI will become a part of our daily routines, from personalized healthcare to...
AI at the Forefront
This year, I'm diving deep into the world of AI, and it's been an enlightening journey so far! 🧠💡It is clear that for organizations to have success with...
Watch the full keynote from Satya Nadella - so many exciting things to transform the tech...
1. Love the new Designer - Text to Image AI - designer.microsoft.com 2. AI Code Assistant - Game changer - Github Co-Pilot 3. Microsoft Syntex - game...