We help B2B SaaS teams build AI-native products that win
Not bolt AI onto legacy platforms. Product, technology, and AI strategy for founders who need to move fast.
For Seed to Series C SaaS teams building 0-to-1 AI products,
growing revenue $1-10M, or scaling past $10M ARR
No pitch. No commitment. Just an honest assessment.
Most SaaS companies are bolting AI onto legacy products and calling it innovation. The companies that win are building AI-native from day one. The AI isn't a feature. It's the foundation.
Free tools to assess and plan your AI transformation
Open-source frameworks built from real engagements. No sign-up required.
Is your product AI-native?
10 questions across the dimensions that separate bolt-on AI from AI-native. Score your product and get specific recommendations.
Take AI maturity assessment3 minutes. No sign-up required.
The AI-native maturity framework
5 stages, 10 dimensions, anti-patterns, and transition triggers. Built for board rooms and quarterly planning.
Read the frameworkLegacy to AI-Native. The full playbook.
How AI-native products get built
6 stages from specification to compounding. The new SDLC grounded in research from Sequoia, a16z, and teams shipping today.
Explore the lifecycleSpecify. Orchestrate. Validate. Ship.
How engagements work
No bloated proposals. No unnecessary overhead. Structured around your stage and what you need.
Diagnose
30 minutes to understand your product, market, and where you're stuck. You leave with a clear assessment of your biggest leverage point and whether we're the right fit.
Scope & Commit
We define the engagement format (sprint, advisory, or fractional), lock in specific outcomes and timelines, and agree on how we'll measure success. No ambiguity.
Execute & Ship
We work alongside your team in the weeds. Every engagement produces shipped artifacts: a product strategy, a launched feature, a hired team, a closed deal. Momentum you can measure.
Let's figure out your next move
Book a free 30-minute diagnosis call, or start with the assessment to see where you stand.
No pitch. No commitment. Just an honest assessment.