The Polarization Lab at Duke University PartnerSocial Media AcceleratorRead more

The way we build.

Fifty-plus products taught us the same lesson. Surface the risk early, keep the scope tight, and get working software in front of users fast.

01Days 0–2

Scope

One discovery call, then a written plan within 48 hours: scope, risks, data readiness, timeline, and price.

01A 30-minute call to understand your goals and constraints
02A straight read on scope, risk, and whether your data is ready
03A written proposal with timeline and fixed price in 48 hours
02Weekly cycles

Build

Short cycles and a working demo every week. Nothing gets saved up for a big reveal at the end.

01Working software demoed every week, starting in week one
02Direct access to the engineers building your product
03Scope changes discussed in the open, before they hit an invoice
03Launch & beyond

Scale

Production deployment, documentation, and a handoff your team can use. We stay on for tuning and support if you want us to.

01Production deployment with monitoring and reliability in place
02Documentation your team can actually work from
03Tuning and support for the long run, if you want us to stay

First call to launch in thirty days.

Day 0
Discovery call: goals, constraints, fit
48h
Concrete scope, timeline, and price
Week 1
Working software in your hands
Day 30
MVP launched and in front of users

How we keep it honest.

The habits behind the method. These are what we hold onto when a deadline gets tight.

01
Weekly demos
The gap between what you imagined and what's being built never grows past five working days.
02
Senior only
Every engineer has shipped products before. Nobody learns the basics on your budget.
03
Scope honesty
A hard deadline forces the real priority order to surface in week one, not month three.
04
Evaluation first
AI work starts with a measurement harness, so every change is judged by the same yardstick.
05
Outcomes, not hours
We agree on the result the work should produce, then bill for that instead of counting hours.
06
Built to hand off
Documentation and clean architecture from the start, so you're never locked in.
See what this method has shipped

Start with one call and a written scope