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How to Tell if a Process Is Ready to Hand to an Agent

How to Tell if a Process Is Ready to Hand to an Agent

How to Tell if a Process Is Ready to Hand to an AgentDrew Donaldson
Published on: 25/07/2026

An agent readiness assessment scores a process on five signals before you automate it: structure, decision rules, data access, error cost, and volume. Here is the rubric.

Agentic AI & The Harness Races
Integration Is the Product: A Quiet Truth About Enterprise AI

Integration Is the Product: A Quiet Truth About Enterprise AI

Integration Is the Product: A Quiet Truth About Enterprise AIDrew Donaldson
Published on: 06/07/2026

In enterprise AI the model is now a commodity and systems integration is the real product. Why integration drives cost, value, and lock-in, and how to evaluate vendors accordingly.

Buy Vs Build - AI Implementations & Integrations
What Building a Claude Plugin Taught Us About Productizing Expertise

What Building a Claude Plugin Taught Us About Productizing Expertise

What Building a Claude Plugin Taught Us About Productizing ExpertiseAutomata Intel
Published on: 17/06/2026

What Claude plugin development taught us about productizing expertise: where skills end and MCP begins, and why a packaged workflow beats selling hours.

Buy Vs Build - AI Implementations & Integrations
Your AI Project Is a Data Cleanup Project Wearing a Costume

Your AI Project Is a Data Cleanup Project Wearing a Costume

Your AI Project Is a Data Cleanup Project Wearing a CostumeAutomata Intel
Published on: 15/06/2026

Most stalled AI projects are data problems in disguise. Here is a bounded readiness audit and a cleanup sequence scoped to what your agent actually touches.

Data & Intelligence