Production-first
Every line of code is written for production. Not to look pretty in a demo. Not to tick a box. To run, last, and survive the real world.
Our method isn't a rigid framework. It's a set of convictions we apply on every project.
Every line of code is written for production. Not to look pretty in a demo. Not to tick a box. To run, last, and survive the real world.
1- to 2-week sprints. You watch the product grow. You test it. We iterate together. No 6-month tunnel where you discover everything at delivery.
We tell you what AI can do. And — more importantly — what it can't. We never oversell. It's the only way to build trust that lasts.
You own the code, the data, the infrastructure. Zero lock-in. At any point you can take it all in-house or switch teams.
Every project is instrumented. KPIs defined before any code is written. Continuous tracking after launch. If we don't deliver what we promised, we fix it on us.
It all starts with a free 90-minute audit. We look at your business, surface the highest-leverage AI opportunities. If we end up working together, the audit phase extends into a deeper mapping pass.
We design the solution before writing a single line of code. UX/UI mockups, technical architecture, stack choices (LLM, database, integrations). You sign off before we build.
Regular sprints. You watch the product grow at every demo. Systematic code review. Automated tests.
Phased rollout. Real-world testing. 24/7 monitoring. One-click rollback if anything breaks.
The project doesn't stop at launch. We iterate based on real usage, ship new features, and keep optimizing.
Six rituals, one core idea: full transparency, zero surprises.
Weekly sync with your team: progress, blockers, decisions.
Live demo of what we shipped that week.
Shared Slack channel for day-to-day exchanges.
Every technical decision is documented.
No code lands in production without review.
Monthly recap: product KPIs, sprints shipped, upcoming roadmap.
We always kick things off with a free 90-minute audit. We dig into your business, surface the highest-leverage AI opportunities, and hand you a concrete action plan. No commitment. Even if we don't end up working together.