Field Notes / 2026
Insights & Proof
Battle-tested data architecture frameworks, operational deep dives, and zero-pitch advice for scaling enterprise leadership.
In action
Framework Shorts
Sixty to ninety seconds. One operating problem, its real cost, and the framework used to resolve it. Scroll each lane to explore.
Agile Ledger Architecture (ALA)
Systemic data debt, Medallion pipelines, and reclaiming Time to Insight.
Analytics Organization & Pod Design
Ending intake chaos, dismantling the Hero Analyst trap, and capacity locks.
Thought pieces
Featured essay
15 minute read
The AI Analytics Illusion: Why Replacing Analysts with AI Automates Chaos and How ALA & Pods Actually Fix It
A 15-minute executive thought piece on why LLMs hallucinate math, the “Leaky Pipe” metaphor, and how Agile Ledger Architecture (ALA) and AI-Augmented Pods protect enterprise decision-making.
Read Thought PieceNext step
Ready to eliminate data debt, transform your team, and accelerate your Time to Insight?
Deploy Agile Ledger Architecture and Pod Design directly into your enterprise to eliminate data debt and protect sprint velocity.
Explore Strategic AdvisoryFast-track your career velocity, master executive stakeholder communication, and transition into high-leverage data leadership.
Explore MentorshipGet the complete technical and organizational blueprints to build high-velocity analytics engines at your own pace.
Browse Books & Implementation Kits