The Automat

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Your AI Project Is a Data Cleanup Project Wearing a Costume

Automata 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

Business Intelligence Tools Won't Save You From Bad Data

Drew Donaldson

Published on: 23/05/2026

Business intelligence tools render your data, they don't clean it. A dashboard on dirty data just helps you be confidently wrong, faster. Here's the fix.

Data & Intelligence