Cabinet distribution
01Cab‑O‑Matic
Quoting and configuration software built around manufacturer catalogs, product options, and the pricing rules distributors work with every day.
Complex catalogs. One quoting workflow.
SPRINTER AI · VERTICAL AI TRANSFORMATION
Your expertise.
An AI product
for your industry.
We map how your business works — its knowledge, decisions, and workflows — and turn that expertise into a vertical AI product people can use.
Built with the people who know the work. Start with one valuable workflow, then expand what the product can do.
Business → knowledge → AI product
01Map the business and its expertise
02Build the vertical AI product
03Prove it in real work
Selected product work
Real industries.
Real complexity.
Working software.
The best product ideas start close to the problem. Our work spans cabinet distribution, wellness, company knowledge, and mortgage technology.
Wellness & recovery
02Praxium
A vertical software product connecting intake, protocols, visits, and the operator experience for wellness and recovery studios. Tyler Dreher is a co-founder.
Built around the way a studio operates.
Visit PraxiumCompany knowledge
03Amble
Amble — the company brain, built by Sprinter — is in early access: Sprinter runs it, and outside teams join by application, one workflow at a time.
Your team’s knowledge, close to the work.
Visit AmbleMortgage technology · past engagement
04MortgageQ
A production application we helped build from zero to one, supporting mortgage-program research across wholesale lender guidelines and product data.
Historical work. Sprinter is no longer involved.
Free working guide
Find your first vertical AI opportunity.
Use the Vertical AI Product Blueprint to map your business, choose one workflow, and see what an industry-specific AI product would need to do.
Two ways to begin
A clear decision.
Then a focused build.
Start where you are. Scope and price are agreed before you commit.
01 / Define the opportunity
Product Wedge Review
Find where your industry knowledge gives AI a useful job to do. Decide what to build first, who it serves, and how to prove it works.
- One focused first product
- Users, data, and operating requirements
- A clear build decision and a way to measure success
02 / Make it real
Embedded AI Product Build
Turn a defined industry workflow into a vertical AI product, with connected knowledge, useful actions, and human review where it matters.
- Product direction and hands-on development
- AI grounded in your data and domain rules
- A working product tested against real workflows
One Sprinter. The right starting point.
Building a product?
You’re in the right place.
If your priority is putting AI to work inside the business you already run, start with Sprinter Consulting. You don’t need a software project to make progress.
Executive enablement & implementation
Sprinter Consulting
Private executive AI sessions, team workflows, and operating support for family offices, private equity firms, and multi-entity businesses.
sprinterconsulting.comVenture building
Sprinter Studio
Our own products and selected venture partnerships, built from the same conviction: people who know an industry can change it.
sprinter.studioAI puts more ideas within reach. The exciting part is what people get to build with it.
I founded Sprinter in 2018 and co-founded Praxium. I work directly with you, from the first conversation through the build. We turn what makes your business different into AI products that help more people do the work well.
Before we build
Good questions.
Straight answers.
What kind of products do you build?
AI products for specific industries and operating problems: quoting and configuration, document-grounded research, operator workspaces, intake and triage, and internal tools with a clear owner. We work with founders, family offices, private equity teams, and the operators who know the problem firsthand.
Do I need to know exactly what to build?
Start with a real problem and the people who experience it. You don’t need a technical brief. The Product Wedge Review turns that knowledge into a focused first product, a way to test it, and a clear build decision.
How is this different from Sprinter Consulting?
Sprinter AI turns industry expertise into vertical AI products: software built around an industry’s knowledge, rules, and workflows. Sprinter Consulting helps leaders and teams use AI in their existing business through executive enablement, workflow implementation, and ongoing operating support. The two practices share experience and can work together when an operating need becomes a product opportunity.
How are projects scoped and priced?
The Product Wedge Review and Embedded AI Product Build are scoped after fit. We agree on the deliverables, responsibilities, acceptance criteria, and price before you decide. A build may be a fixed-scope sprint or ongoing monthly product work; there is no automatic commitment to a larger engagement.
Do you work with nontechnical founders?
Yes. Your expertise in the industry is an essential input. We help translate the customers, rules, exceptions, and workflows you understand into a product people can use. We also work with teams inside established businesses building a new product or internal capability.
The next useful step