AI Strategy & Product Consulting
Helping Organizations Navigate the AI Landscape
From feasibility assessment to production deployment – I bring hands-on product strategy, deep technical fluency, and 15+ years of experience turning AI ambition into measurable outcomes.
How I Help
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AI Strategy
Roadmaps, feasibility assessments, and investment prioritization aligned with your business goals.
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Product Strategy
AI-driven product strategies using OpenAI, Anthropic, Vercel AI SDK – from concept to GTM.
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Ethical AI & Governance
Responsible AI practices, bias assessment, transparency frameworks that earn stakeholder trust.
Latest Insights
Perspectives on AI strategy, product development, and the evolving tech landscape.
- Resilience Is a Product Decision: Lessons From Building a Habit-Tracking App
Building a habit-tracking app revealed product tradeoffs that no framework teaches. State management, async failures, and data modeling decisions shaped the product more than any feature spec. - The Hidden Cost of Good Enough AI
Most AI failures are leadership failures, not technical ones. A three-question framework for evaluating AI decisions – covering human agency, truthfulness, and power asymmetry – before any model reaches production. - Scaling Before AI: Lessons From Managing Enterprise Complexity
A decade of scaling enterprise operations – from Oracle migrations to Fortune 500 client portfolios – taught lessons that map directly to the challenges organizations face when deploying AI. - Neurotechnology and Maintaining Our Essence: Bridging the Gap Between Mind and Machine
Introduction: In the rapidly advancing world of technology, science fiction is becoming reality. As a fan of the Matrix movies, I’ve always been fascinated by … - AGI and Robotics in The Great Reset: Navigating the Impact on Society
AGI and Robotics in The Great Reset: An Uncharted Technological Journey Following up on our introductory post to the series Embrace Resilience: ‘The Great Reset’ … - The Great Reset: Exploring the Future
#GoldenButterfly The Age of Rapid Change In today’s world, we’re seeing fast-paced innovation. It’s often overwhelming. We can even feel weary of the future. Everything … - Embrace Resilience: ‘The Great Reset’ Series
Explore the Transformative Power of Technology, Sustainability, and Human Resilience! Get Ready for a Captivating Journey through “The Great Reset” Series! Unveiling the Future In …







