Agentic AI: From Pilot to Production
Why Most Enterprise AI Pilots Fail — And the Architecture That Makes Them Stick
A senior practitioner's guide to designing, deploying, and scaling autonomous AI agents across enterprise operations. Covers agent architecture, failure modes, governance, and a phased deployment blueprint.
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What's Inside
The Pilot Graveyard
There's a pattern we see repeatedly with enterprise AI. An organisation runs a ChatGPT or Copilot pi...
What Makes an Agent Different from a Chatbot
The distinction matters more than most organisations realise when they're planning their AI architec...
The Five Agent Archetypes
In our deployments, enterprise AI use cases cluster into five agent types. Understanding which arche...
Building the Right Foundation
The technology layer of an agentic AI system has four components: the model, the memory, the tools, ...