I’m an enterprise AI leader i Canada focused on orchestrating value through institutionalized governance and adoption. I standardize how AI is evaluated, deployed, and measured so organizations realize material cost improvements, revenue impact, and reliability gains-with responsible guardrails. I lead portfolio-level adoption (AIOps/MLOps, LLMOps, observability, evaluation gates, human-in-the-loop) and embed repeatable frameworks. My background spans telecom/media and enterprise technology across multi-shore delivery, with an emphasis on scaling value beyond one-off pilots.
Shadow AI: The Governance Signal You’re Ignoring
When 44% of workers admit to unauthorized AI use, the message isn’t sabotage > it’s demand. Something curious is happening in enterprises across North America and Europe. While IT governance committees debate AI policies and legal teams craft acceptable-use frameworks, employees are quietly solving their own problems. They’re paying $20 a month out of pocket. […]
Leveraging AI Technology: Transforming Telecom Operators for the Future
In the dynamic landscape of telecommunications, operators face numerous challenges, including increased customer demands, network complexity, and operational efficiency. Artificial Intelligence (AI) technology offers promising solutions to address these challenges and unlock new opportunities. By harnessing the power of AI, telecom operators can enhance network performance, optimize operations, deliver personalized customer experiences, and drive innovation. […]