01 / First users
You are preparing to launch
A working product needs a repeatable route into the hands of real users.
Product Factory · AAI Labs
Build with AI. Ship with a technical team behind you.
You keep ownership of the product. Product Factory adds the technical foundation, review, and operational support that help your team keep building and move real changes into production.
For founders and small teams already building a real product with AI.
When Product Factory helps
Bring us in when the next step carries more weight.
The product already works. These are the moments when extra technical help can keep progress moving without turning every decision into a hiring project.
02 / Big change
The next release matters
A migration, integration, or important workflow change deserves more technical scrutiny.
03 / Next stage
The current setup is being tested
Usage, cost, reliability, or team demands are creating a decision the existing setup cannot answer.
What we add to your build
What Product Factory takes care of around the build.
Technical guidance
Architecture, data, repository, and dependency decisions explained in the context of what you are trying to build next.
Build environment and review
Environments, testing foundations, and bounded review for consequential or AI-generated changes.
Release and recovery
Deployment workflow, release controls, backups, rollback, and a recovery path the team can actually follow.
Production operations
Monitoring, useful alerts, infrastructure maintenance, bounded incident triage, and evidence-based scale guidance.
How we work with you
Start with what you have. Strengthen what comes next.
The first engagement turns the current state and the next product goal into a focused technical plan.
01 / See
Map the current build
We review what exists, how the team works today, and the next change or launch you are aiming for.
02 / Focus
Choose the smallest useful intervention
We identify the immediate technical job, define responsibilities, and agree what evidence will show it works.
03 / Move
Prove it on real work
We apply the plan to an actual change, document the result, and decide whether any recurring support is justified.
The first step
Make the next product milestone concrete.
A Technical Health Check shows what needs attention now, who should own it, and whether Product Factory is the right next step.
Scoped first engagement
Get a Technical Health Check