A small applied-AI research group. Stanford training, careers spent in marketing, branding, growth, GTM, revenue and valuation, and our own AI startup since 2017. Mostly we like finding that move. Sometimes we stay and build it.
The firms send bright generalists with slides and a six-month plan. We are researchers who spent our careers inside marketing and software, and we go straight into the machine. Here is how that reads in practice.
One industry. One researcher. One question worth answering. Six steps from a first quiet call to something measurable you get to keep.
Fifteen minutes, free. We ask about your industry, your workflow, your numbers, until we can see where the leverage sits. No selling, no slides.
Start here →Within 24 hours you get a short written piece: the one AI move we would run, why we believe it is the highest-leverage one, who would run it, what week one looks like.
We commit to one lever, not a roadmap. One researcher, one outcome, one number to move. Everything else is noise until that one is answered.
The researcher works inside your existing tools and team, not in a parallel project. Hands on keyboards, not slides on screens. Billed hourly, only while the work is happening.
One number, watched weekly. We report it as it is, including the weeks it does not move. See what earlier work looked like across industries.
See past findings →If it worked, we go looking for the next lever. If it did not, we say so, write down what we learned, and stop billing. No drama, no lock-in.
No deck. No project plan. No steering committee. A researcher who knows your field goes into your workflow and builds the one thing most likely to move the number. The first three hours are free, mostly because we want to know what you are sitting on.
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One email a week. Honest notes from the field.
No pitches, no filler.
