Boutique data and AI consulting for high-growth SMBs with $2M to $50M in revenue. Fixed-scope. Senior-led. Six-week pilots that leave you with AI your team uses, not slides on a page.
The Series A SaaS team. The post-revenue ecommerce brand. The multi-location services business. The COO who has more leverage to deploy than hours in the day.
These are the companies AI was supposed to be built for. They have real customer data, a clear bottleneck, and a leadership team that can decide in a meeting. What they don't have is six months to wait for a Big Four firm to write a strategy, or the appetite to bet on an AI vendor whose roadmap depends on your subscription.
That's the firm we built. Senior-led. Fixed-scope. Six weeks from kickoff to AI your team is using on a Tuesday afternoon. We build it, hand it off, then we leave.
Customer data lives in your CRM. Product data lives in your warehouse. Ops data lives in spreadsheets your team rebuilt three times last year. AI models layered on fragmented data produce confident-sounding nonsense. We diagnose what's actually there before we build anything.
Six-week sprints with a named ROI metric agreed at kickoff. You don't get a strategy doc. You get an AI tool your team uses every day, integrated with the software you already pay for, with a number attached your CFO can defend.
We're vendor-neutral. We have nothing to sell you on the back end. Engagements are scoped to finish, and we hand off a runbook your team owns. We're around if you hit a wall, but you don't need us on payroll.
Pick the one that matches where you are. Each one stands alone, and they build on each other when the next move is obvious.
Four to six weeks. We inventory your data, map the integrations that matter, prioritize use cases by ROI, and hand back a roadmap your team can run with.
Six weeks, fixed price. One real AI use case taken from idea to working prototype, integrated with the software your team already uses, with a 90-day plan to scale.
Four to six weeks on one specific analytical question. Customer segmentation, revenue forecasting, churn drivers, cohort behavior. We go deep on one question and hand back a decision-ready answer your team can defend.
Not sure? Take our free 2-minute AI assessment. You'll get a clear read on whether a pilot makes sense for your business, no sales call required.
High-Growth Retail Brand · Marketing Mix
+23%
Marketing efficiency improvement after a six-week analytics pilot. The team kept the same budget and the same headcount; the model showed them where their spend was actually working.
More SMB case studies will be published as engagements close. Want to be the next one?
Book a 30-minute call with a senior principal. We'll know in the first 15 minutes whether a pilot is the right next move.