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AI-assisted Development & Product Management
From business ideas and requirements to MVP delivery, launch, and ongoing improvement. Your PM also builds the product, helping validate web apps, mobile apps, and business systems with real users.
What's included
Requirements & delivery PM
Map user journeys and align stakeholders through screen designs. Define scope and priorities, then manage decisions and delivery.
Build an MVP with AI
Use Claude Code and Codex to build interfaces, databases, backends, and integrations. Put the product in users’ hands and iterate on their feedback.
Launch, operate & hand over
Support testing, release preparation, operations, and improvements. When the team grows, hand over specifications and source code to your developers or a vendor.
Coverage
Problems we solve
- Need a partner who can manage and build without an internal engineering team
- Have an AI-built prototype but need help with data, backends, and operations
- Want to test customer demand before investing in a larger build
- Need working software and clear specifications for a future development team
Process
Frame requirements & screens
Build & test an MVP
Validate & improve
Launch & establish operations
Start with an idea or a prototype. Let’s discuss PM and development support.
Get in touchPM / PdM + DEVELOPMENT
Define, build, and improve — with one partner.
We use AI in the development process. Whether the product needs AI features is a separate decision, guided by the problem. We combine product management with hands-on web, mobile, and business-system delivery.
Start with an idea or prototype
No dedicated engineer, or an AI-built prototype that needs to become usable? Share your situation and we will define the first scope to validate together.
Decide with working deliverables
Review user flows, screens, an MVP, specifications, and source code as they take shape. Use the product to decide what to build next.
Support that fits your stage
Start with requirements and an MVP, or engage ongoing monthly PM and development support. We agree on capacity, delivery, and maintenance scope, including future handover.
Hands-on experience with our own products
STOQ / Hatake. / Ototori / Wadachi
Explore our products and technology →