Resources

Field notes from the data engineering frontier

Playbook

A pragmatic blueprint for enterprise GenAI

How to move from pilots to production-grade AI in six structured stages.

Architecture

Designing a modern lakehouse on Snowflake & Databricks

Reference patterns, cost considerations and governance trade-offs.

Whitepaper

The economics of self-service analytics

Quantifying the ROI of semantic layers and embedded BI in 2026.

Guide

RAG done right: enterprise retrieval at scale

Vector stores, evaluation and observability for production knowledge assistants.