Real engineering teams using Ordnami in production. Quotes are from customers, used with their permission. More stories will land here as new teams ship.
Why a founder running engineering directly chose Ordnami over hiring a PM.
“I run a small team building software in healthcare. I don't have a product manager, and I don't want one — I want my engineers building, not waiting on someone to write specs. Ordnami sits in our Slack, picks up half-formed requests, and turns them into specs that actually reference our codebase. It's the difference between a Slack thread and a shippable ticket.”
What grounded specs look like when the AI actually reads your code.
“As a founder who codes, I know what good specs look like — they cite the code. Generic AI tools don't do this; they hallucinate file names and ticket numbers. Ordnami actually grounds its specs in our repo. When it tells me an auth bug is in auth.ts:142, that's because it actually looked there.”
From hours of spec writing to ten minutes of review.
“Ordnami has cut our spec-writing time from a couple of hours per ticket down to about ten minutes of review. For a two-person engineering team, that's the difference between shipping every week and shipping every two weeks.”
New teams onboarding now. As they ship and their results compound, their stories will land here.
We don't ship customer outcome stats without real, auditable data behind them. Real stories replace these placeholders, not fabricated metrics.
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