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Time saved is the metric everyone reports and the one that proves least. Cycle time, exception rate and touches per request are harder to game and...

Vendors deprecate endpoints on their schedule, not yours. The workflows that survive are the ones that fail loudly on an unexpected response instead of carrying on...

Ask who is responsible for a workflow and you will usually get a name from two years ago. The code still runs perfectly. That is exactly...

A small business asks what it costs and how fast it works. An enterprise asks where the data lives, who can see it, what happens when...

Nobody set out to build a database full of duplicate contacts and dead phone numbers. It happened one skipped field at a time, and it is...

Buy when the problem is common and your version of it is not special. Build when the process is the thing you actually compete on. Most...

A prompt tuned against the quirks of one specific model version is a liability with a countdown on it. Anything that depends on an exact output...

A workflow that runs nightly and fails nightly looks identical to one that runs nightly and works, right up until somebody goes looking for three weeks...

A model that only writes text can embarrass you. A model that can send an email, issue a refund or delete a record can do considerably...

Per-token pricing feels cheap until the volume arrives. There is a crossover point where owning the hardware wins, and most people assume it is much further...