A practical cybersecurity budget for growing companies
Where to spend first — a risk-based framework that protects what matters without breaking the bank.
Read ArticleInside the build: what it takes to ship an AI copilot
Shipping an AI copilot is less about the model and more about the product around it: context, permissions, evaluation and trust.
We spent most of our time on the "sandwich": how the model receives business context, and how its output is constrained, validated and traced before it reaches the user.
Our recommendation to teams starting out: begin with the smallest high-value workflow, instrument everything, and let user behaviour shape the roadmap.
