AI infrastructure and GTM engineering for Series B PLG devtools companies.
Your PLG users don't fill out forms. Your CRM and product data don't agree. Your AI features ship on whichever data your team trusted last week, and your evals live in one engineer's notebook. We work on the layer your AI runs on.
What we ship
Data infrastructure. Event tracking, pipelines, and a governed metrics layer for product, billing, and revenue.
GTM engineering. Warehouse native identity resolution. Fit scoring. The seam between bottom up usage and top down sales.
AI infrastructure diagnostic. We image your data, pipelines, and AI roadmap, and report back the findings. You decide what to do with them.
How we work
Fixed scope, named deliverables, named timeline.
Who we are
Background in modern data platforms, AI agents, and GTM infrastructure.