Thinking forward
Ideas, architectures, and strategies from the people building production AI systems.
The AI-First Organisation: A Strategic Blueprint
How to restructure your technology strategy around AI as the primary lever for business transformation.
Production ML Systems: From Notebook to Scale
The architecture decisions that separate ML prototypes from production systems.
The Node.js Architecture Playbook
Battle-tested patterns for building high-throughput Node.js systems at production scale.
Cloud Migration Without the Meltdown
A pragmatic framework for migrating complex systems to the cloud without the horror stories.
AI Readiness: How to Know When You're Ready
The five dimensions of AI readiness and how to assess where your organisation stands.
LLM Integration: RAG vs Fine-Tuning in Production
When to use RAG, when to fine-tune, and how to make the right call for your production system.
Downloadable resources
In-depth guides and reports to accelerate your transformation.
AI Readiness Scorecard
Assess your organisation's readiness for AI adoption across five dimensions.
Cloud Cost Audit Template
Identify and quantify cloud cost optimisation opportunities in your environment.
ML Production Checklist
The 50-point checklist for taking ML models from development to production.
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