Short answers and longer arguments
Writing
Most of these argue one thing from different sides: systems fail at integration and adoption, not at features.
The people who should build your AI already work for you
Why internal AI capability beats an external consultant. Notes on building retrieval systems and internal platforms with the people who already know your operations.
Write the process before you buy the tool
Most software spend replaces thinking instead of supporting it. Notes on writing down the workflow before buying the tool, and what that saves.
Static systems cost you in changes, not in licences
The real cost of vendor software is the waiting, not the licence. Notes on replacing static systems with platforms your own team can change.
Brand systems that outlive the people who built them
Brand architecture across several brands and legal entities, design systems that hold in production, and why company software needs a brand of its own.
The switch does not get cheaper if you wait
Postponing a platform or AI migration makes it more expensive, not less. Notes on sequencing the switch in a mid-sized company.