From idea to production AI — in 4 deliberate steps.
We don't run a 6-month black box. Our process is transparent, fast, and outcome-led. Most projects ship a working v1 inside 12 weeks.
Book a Discovery Call →Discovery — Figure out what's actually worth building
We audit your data, workflows, and business goals to surface the highest-leverage AI opportunities — and rule out the shiny ones that won't ship.
- ✓A ranked list of AI opportunities with estimated ROI.
- ✓A clear go / no-go recommendation on each one.
- ✓A free Discovery Call with the founders to debrief.
Strategy & Design — Rapid Validation Sprint
Turn the opportunity into a plan. We scope architecture, model approach, UX, and success metrics — and build a functional proof-of-concept to de-risk feasibility — so you know exactly what's being built and how success is measured before any production code.
- ✓Architectural blueprint and technical implementation roadmap.
- ✓Working proof-of-concept on a representative slice of your data.
- ✓Defined success metrics and acceptance criteria.
Development & Build — Code that delivers testable ROI
Production-grade AI software, built in your infrastructure, with real-time visibility into every task. No prototypes, no maybes — just code that delivers testable ROI, with full transparency throughout.
- ✓Production-grade code, models, and infrastructure — 100% your IP.
- ✓Weekly demos, transparent task tracking, and senior engineering ownership.
- ✓Integration with your existing systems (CRM, ERP, data warehouse).
Launch, Scale & Own — Go live, measure, and scale
Go live, measure results, and scale AI across your organization at a predictable cost. We build with the right guardrails and measure KPIs against real outcomes — then train your team to operate what we built, or provide ongoing maintenance and support. Your choice.
- ✓Smooth production cutover with monitoring and rollback plans.
- ✓Team enablement and operating runbooks.
- ✓Optional ongoing AI Support & Maintenance with SLA.
Frequently asked questions
The things teams ask us before they start.
Most projects ship a working v1 inside 12 weeks. Discovery takes a few days, the validation sprint a couple of weeks, and the build runs in weekly increments after that — you see progress the whole way.
Have a Project? Talk to the Founders Directly
It's free, what do you have to lose?