System
Customer and product intelligence
A reasoning layer over our scattered product and customer data, so cross-cutting questions get answers instead of a manual reconciliation.
ProofLive across CoBuy Wizard™ and Co-ownerOS™, app state feeding ops without manual upkeep.
The problem
Customer and product behavior lives across analytics, payments, event, and ops tools, so we can answer narrow questions but never reason across cohort, lifecycle, and payment state at once.
The outcome
One queryable surface where app state, payment state, and product use sit together, and cross-cutting questions return answers instead of a spreadsheet merge.
It pulls customer and product behavior out of the separate tools it normally hides in and binds it into a single surface we can reason over. Ask how a cohort moves through the lifecycle, or who has paid and is still stuck, and we get an answer, not a manual reconciliation across systems that were never meant to talk.
App state flows into customer operations on its own, without the brittle hand-updates that rot the moment the product changes. The durable asset is the unified, AI-legible layer itself, so any operator or agent can reason over the same picture rather than re-deriving it from raw exports each time. We run this across CoBuy’s product and customer data.
It travels to product-led companies, especially multi-stakeholder products with lifecycle complexity, where app state has to feed customer ops without manual upkeep.