From the team
Joust field notes.
Operator-level writing on how the work actually moves, what AI is good at, and what it isn't.
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Workflow-first: what it actually means
Workflow-first sounds like a slogan. It's not. It's a sequence: understand how work moves, then pick tools, then write recommendations.
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What actually happens in a 5-week AI Operations Audit
We don't run a survey. We don't deliver a maturity matrix. Here's what a Joust audit looks like from kickoff to roadmap.
Ron Davis
Apr 25, 2026
Why most AI consulting decks never reach production
After thirty years inside the systems that run enterprise companies, the pattern was hard to miss. Smart teams pay for strategy. Then nothing changes.
Ron Davis
Apr 12, 2026
Tools second
There are 8,000 AI tools on the market. Picking one before you understand the work is how you end up with eight subscriptions and zero hours saved.
The six figures hiding in your operations
Most leaders know there's waste in the system. They don't know how much. The number is usually larger than they're comfortable with.
Ron Davis
Mar 4, 2026
Honesty as a deliverable
The most valuable thing we hand a client isn't a roadmap. It's the answer they were already half-suspecting but no one had said out loud.
Ron Davis
Feb 20, 2026
What 'automation capture rate' actually measures
Capture rate is one of the most misunderstood numbers in AI ROI math. Here's what it is, what it isn't, and how to set it realistically.
The audit is not a product
We sell a fixed-fee engagement, but the audit isn't a SKU. It's a working session that happens to have a price tag.
Ron Davis
Jan 22, 2026
Build vs. buy, in 2026
The build-vs-buy decision changed when LLMs got cheap. The new question isn't which one to choose. It's which parts of the stack each one belongs to.
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