Complexity lives in the people, not the system.

Fortune 50 · Manufacturing · ERP Implementation

AI-powered rapid product discovery across 100+ interviews

A crowdsourced questions survey, an LLM-assisted synthesis workflow, and a self-service knowledge base turned 100+ stakeholder interviews across nearly a dozen teams into a repeatable playbook.

CPG · Manufacturing

Unsticking a stalled $100M transformation

A weeklong workshop and an end-to-end service blueprint turned two months of circling into a plan. Zero plant downtime at go-live.

Atom + Bits · Discovery Framework

Faster ERP discovery, cooked up in the kitchen

Built a working household inventory system in two weeks to pressure-test enterprise ERP discovery — barcode scanning, purchasing, and meal planning, verified for a fraction of the typical cost.