AI advisory · Mid-market
An AI advisory for mid-market operators, where privacy and security are the floor.
Pattern transfer across verticals is the edge. Outcomes, not deliverables, are what we sell.
A company was losing thousands a month to a script that kept breaking on their customers’ sites — and finding out weeks late. We made it heal itself.
Outcomes, not deliverables.
We don’t sell roadmaps, audits, or “AI transformation.” We sell a different number on a dashboard 90 days from now.
Privacy and security are the floor.
Every recommendation survives a PII audit, a vendor-lock review, and “what happens when the model is wrong.” If it doesn’t, we don’t make it.
The pattern is usually already solved.
Somewhere — in fintech, ad-tech, logistics, healthcare — your problem has already been cracked. Our job is to find that pattern and translate it for your context, edge cases and all.
Outcomes
What changes when we work together
Zero revenue loss from script breakage. Automatic.
A company’s revenue ran through a script on their customers’ websites. Every customer change broke it. Detection took weeks. We rebuilt the loop: a heartbeat watching the integration, a classifier for known failure modes, an agent that fixes the knowns and pages on the unknowns.
Thousands of dollars per month, recovered automatically.
Pattern: SRE-style self-healing applied to revenue-critical integrations
A 12-hour weekly reporting cycle, now 20 minutes.
Senior managers had stopped trusting the dashboard. The data was right; the time to read it was wrong. We rebuilt the reporting layer so the AI does the math and they do the calls — with the audit trail intact.
From 12 hours of analyst time to 20 minutes of review. Trust restored.
Pattern: separating computation from judgment
One company, one definition of every KPI. Deployed and adopted in week one.
Three teams had three definitions of “active customer.” The CEO was getting three different numbers in the same meeting. We deployed a semantic layer that defines each KPI once — governed, versioned, consumed by every report.
Installation smooth. Adoption strong. Decision-quality results to follow.
Pattern: language problems disguised as data problems
New translations published as we ship them. See all outcomes
How we think
The patterns are public. The translation is the work.
Most AI advice is generic (“here are the use cases”) or vendor-flavored (“here’s the tool”). Ours is specific. We publish the patterns we see moving between industries — what’s working in one place and how it would translate to another. Some of it is what we’ve shipped. Some of it is what we’d ship next.
How you hire us
We automate the repetitive. We protect the human. Privacy and security are the floor, not the upsell. If we wouldn’t recommend it to a friend running your company, we won’t recommend it to you.
Bring us a problem.
We’ll tell you, in writing, whether AI is the answer — and what we’d do about it. No deck. No pitch.
Request the audit