How mid-market ops teams are automating their busywork.
A free library of 37 reported case studies from finance, claims, RevOps, lab ops, and supply chain leaders at $30M–$1B+ companies. The tools they used, the hours they saved, the things that broke.
How a specialty foods distributor closed the books nine days earlier
Three accountants used to chase 4,200 invoices a month across nineteen freight providers. Then they stopped chasing.
Read storyBuilt for the "continuous-improvement guy."
You've spent a decade getting blocked by IT for everything. Now you can finally just build it. You're not the only one — they're all here.
There isn't a great resource on what other people are actually doing with AI. Everyone's just figuring it out for themselves right now.
— A continuous‑improvement lead at a mid‑market manufacturer, when we asked her why she reads us
So we built the resource
she said didn't exist
A free library of reported case studies from operators like her. Real stacks. Real rollouts. The pilots that died, the workflows that stuck. Updated every Wednesday with one more.
Stop figuring it out alone
The exact playbook, not a vendor case study.
What tools they picked. What they pulled out three weeks in. The spreadsheet they wired it into. Reported, not pitched.
Plays you can ship around IT
The AI era's gift, finally documented.
Every story is something one ops person stood up themselves — no platform‑team ticket, no six‑month roadmap. You can copy these on a Tuesday.
The part everyone else hides
What broke, not just what shipped.
The pilot that died, the model that hallucinated payroll, the workflow ripped out and rebuilt. The interesting half of the story.
The latest stories
How a specialty foods distributor closed the books nine days earlier
A regional insurer cleared a six-week claims backlog in eleven days
Reimbursements at Mercator dropped from seventeen days to forty-eight hours
Quote-to-cash from twelve days to three at a B2B SaaS
A diagnostics lab stopped re-typing results from thirty partner labs
Hollander's auditors finished four weeks early — for the first time ever
We had three accountants whose entire job was chasing paper. Now they do analysis. Nobody got fired — they just stopped hating their jobs.Read this one
The wall
Every published story, reduced to its punchline.