What We Build for Companies
The audit deliverable, the systems we install, and how each one gets built — bottleneck maps, qualified lead pipelines, competitive briefs, follow-up recovery, and department automation.
We install outcomes inside companies. Not decks, not recommendations you file away, but working outputs your team uses the next morning. A CEO wants fewer leaks in the pipeline. A CFO wants to know where the money actually goes. A CTO wants recurring work to stop eating engineering hours.
Everything starts with the same file.
The audit deliverable
Every block is one bottleneck, sized by what it costs. Each one traces back to the interview and the number behind it.
Swipe to see the rest.
That is what lands two weeks after kickoff. Not a slide about where you might be losing money: a ranked, costed list of where you are, sorted so the argument about what to do first is already settled.
How that file gets built
The ranking is the hard part, and it is the part most assessments skip. Anyone can list problems. Putting a defensible number next to each one is what makes the list actionable.
- We interview the people doing the work. One campaign per department. Everyone in it gets a private link by email, and an AI interviewer walks them through how their week actually runs — following the answer rather than reading a script. No login, no install, nothing to schedule.
- Every step gets tested for completeness. A step is not captured until the tool, the input, the output, the judgment call and the breakpoint are all on record. That test is why the map describes how the work runs rather than how the org chart says it runs.
- We check it against your own numbers. Interview claims get reconciled with what your systems actually show. Where the two disagree, that disagreement is usually itself a finding.
- Each line gets a cost and a fix. The cost is built from your volumes and your loaded rates, and the method is shown on the third sheet so your finance team can argue with it.
You can challenge any row and trace it back to the interviews it came from. That traceability is the deliverable as much as the ranking is.
What we have built so far
Six systems we have already installed and handed over. They are anonymized: we work under agreements that do not let us name the companies themselves.
The competitor briefs and the ad creation were both built for one of the leaders in cold-chain logistics.
This is not a catalogue. Nothing here is a product on a shelf, and this list is not the menu. Each of these was shaped to one company, from that company's own data, language and standards, and the same method covers a sales bottleneck one week and a finance reporting gap the next. If the audit finds something that is not on this page, we build that instead. Tell us the outcome you need.
Want this inside your company?
Tell us the outcome you need, and we'll show you what we can build.
Why this works in any function
None of these are products you buy off a shelf. Each one is shaped to the company it was built for, using that company's own data, language, and standards. That is why the same method covers a sales bottleneck one week and a finance reporting gap the next. The output changes, the approach holds.
We start by finding where the value actually is, then build the smallest thing that captures it, then hand you something that runs. You keep the output whether or not you keep working with us.
What usually goes wrong
Most AI projects inside companies die quietly, and it is worth being specific about why, because two of the three failure modes are things you can check for before you hire anyone.
The pilot never becomes production. MIT's 2025 study of enterprise GenAI found that 95% of pilots produced no measurable P&L impact. The same study found the split that matters: solutions bought or built with a partner reached deployment roughly 67% of the time, against roughly 33% for internal builds. The failure is rarely the model. It is that nobody owned the integration into how people actually work.
The scope drifts. The map surfaces six things worth fixing and the temptation is to fix all six. We install one, gated on a go or no-go, before anything else starts.
Adoption is assumed rather than designed. A system nobody opens is worth nothing. This is why the interviews come first: the people whose work changes have already been asked about it before we build anything.
The two people who build it
There is no account manager and no handoff to a delivery team. The two founders who scope the work are the two who install it, and you talk to us directly for the whole engagement.
That constrains how much we take on at once, which we would rather be honest about than pretend otherwise.
Want this inside your company?
Tell us the outcome you need, and we'll show you what we can build.