Resources
Insights, guides, and build logs from our work with production AI and data systems. Practical knowledge you can apply immediately.
The Data Stack Setup Checklist: 30 Steps to a Production-Ready Analytics Platform
A comprehensive checklist for building a modern data stack with open-source tools. Covers infrastructure, data modeling, transformation, visualization, and deployment.
The RAG Engineering Checklist: 25 Things to Verify Before Deploying Your Retrieval System
A comprehensive checklist for building production-ready RAG systems. Covers ingestion, embedding, retrieval, caching, evaluation, and deployment.
5 Advanced Strategies to Optimize Your Data Workflows
Go beyond basics with advanced techniques for data pipeline optimization, real-time analytics, and scalable data architecture.
Maximize Business Efficiency with AI & Automation
A practical guide to implementing AI and automation in your business. Learn where to start, what to automate first, and how to measure ROI.
Harnessing the Power of AI for Jamaica's Business Transformation
A comprehensive whitepaper exploring AI adoption strategies for Jamaican businesses, from customer engagement to operational excellence.
The Production ML Checklist: 20 Things to Verify Before Deploying Your Model
A practical checklist drawn from deploying dozens of ML systems. Use this to catch issues before they cause 3am pages.