THE CHALLENGE
AI Is Powerful — But Hard to Get Right
WHAT WE DO
AI Solutions That Ship
From strategy to production — we help businesses build and deploy AI that works.
AI-Enhanced Product Workflows
Embed intelligent features directly into existing products — from content generation to smart search and recommendations. We work with your product team to identify the highest-impact AI opportunities and ship them fast.
AI-Powered Internal Tools
Custom applications that act as force multipliers for your team, streamlining repetitive tasks and improving decision-making. From document processing to automated reporting, we build tools your team will actually use.
AI Usage Management
Centralized control over AI model usage across departments with cost tracking, compliance, and adoption support. Know who is using what, how much it costs, and whether it is delivering results.
AI Delivery Governance
Partner with your legal, privacy, and responsible AI teams to define safeguards for deploying AI at scale. We help establish review processes, risk frameworks, and quality gates.
HOW WE BUILD WITH YOU
From Idea to Product, Together
Shape the Product
We start with your goal, not a template. Together we map the opportunity, cut the scope, and define the right thing to build — so every week counts from day one.
Ship the MVP
We embed as your product team — designing, engineering, and launching in 3–4 months. You own the code, we stay accountable for outcomes. Weekly check-ins, no surprises.
Scale What Works
Post-launch, we iterate fast — tracking what users actually do, doubling down on what delivers value, and planning what's next as your product matures.
Partner-first engagement: co-build, retainer, or advisory. Transparent pricing and weekly progress updates.
THE TEAM
Built by Engineers Who Ship
Mami Iwata
Co-Founder | CEO
Business strategist with experience at Indeed and Recruit. Specializes in product management, market strategy, and operations across JP/AU markets.
Aaron Culbert
Co-Founder | CTO
Software engineer with experience at Amazon, AWS, Indeed, among others. Specializes in AI systems, product engineering, and scalable architecture.
Our team has worked with industry leaders including
Ready to Build?
Tell us what you're working on. No jargon — just a clear conversation about what AI can do for your business.
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