AI Strategy Insights

Evidence-based analysis of production AI systems, ROI frameworks, and governance patterns from Fortune 100 deployments.

Agentic AI Patterns that Actually Ship

Architectures, evaluation, and governance—minus the hype. Real production patterns for building reliable AI agents.

Map your experience to credible AI roles and outcomes. How to position your analytics background for AI leadership.

Guardrails, monitoring, and risk controls that leaders trust. Building AI systems that scale safely.

How to document AI systems so anyone can trace claims to their sources. Building credibility through transparency.

Evidence-based analysis of real AI deployments. The difference between AI theater and AI that delivers ROI.

Why proprietary data still wins. How companies like Nubank are building unbreakable AI advantages.

Technical deep dive on retrieval-augmented generation. Production patterns from Coinbase and Stripe deployments.

How to measure AI impact credibly. Building business cases that executives understand and believe.

Risk management patterns for financial services and healthcare. How RBC and traditional banks are winning with AI.

What worked, what didn't, and what's next

80% of AI projects still fail, but the 20% that succeed deliver 256%+ ROI

From individual contributor to executive strategy

Your experience in analytics, ML, or engineering is valuable—you just need to frame it correctly

More frequent updates and real-time thoughts on LinkedIn