The most expensive engineering mistake is building the wrong feature cleanly. In two weeks we triage your scope, test the risky bets with real buyers, lock the architecture and hand you a 90-day plan you can price and ship.
THE 3-BUCKET TRIAGE
Our 2-Week Discovery Sprint pays for itself the moment it cuts one unnecessary month of engineering.
WHAT WE DO
Cut a 12-month wish list down to a 6-week release that pays for itself.
Most roadmaps fail because everything is marked high priority. We weigh every feature against revenue impact, engineering effort and risk, then write a binding 6-to-12-week baseline everyone signs off on.
Pick a stack your team can hire for and run for five years.
We make the concrete calls on monolith vs services, database, auth, billing, CMS and AI models before coding starts, documenting the why in short Architecture Decision Records (ADRs).
Tiers, usage meters and margins that still work at scale.
Especially when AI inference or third-party APIs sit inside your product, bad pricing quietly eats your margin. We model unit cost per customer and design clear tier boundaries.
Where AI genuinely helps your users vs where it is a distraction.
We separate real workflow value from AI theatre, prototype the winning feature in days and define the evaluation and cost guardrails before you commit engineering months.
WAYS TO START
Turn an idea or messy backlog into a fixed technical plan, prototype and commercial budget.
For live products where velocity slowed down or monetization is unclear.
Senior product and architecture judgment in your weekly rhythm without a $250k hire.
Adjacent disciplines
Take the approved baseline straight into full-stack product engineering.
DesignInteractive prototypes, user testing and component systems.
AITurn validated AI use cases into grounded production features.
DeliveryWeekly execution rhythm and milestone governance after scope sign-off.
Triage · Prototype · Price
Share your product idea, deck or backlog. We reply with how we would structure a two-week Discovery Sprint.