AssetIQ: making inventory tell the truth — and unlocking 264% growth

I led AssetIQ from problem framing through revenue impact — RFID-driven real-time inventory with an AI analytics layer, built to plug into the tools leadership already lived in: Snowflake and Power BI. The goal wasn't a better stock count. It was to stop stockouts from quietly killing sales — and to make inventory data as trusted as cash on the balance sheet. I owned the wedge, the rollout sequence, and the metrics investors and operators both had to believe.

The warehouse was guessing. Stock counts took two days and were wrong by the time they finished. Leadership decided on stale data; "how much do we actually have?" had no fast, trustworthy answer. Accuracy sat around 85%. The hidden cost wasn't overstock sitting in the back — it was empty shelves and sales walking out the door. Finance saw inventory as a line item; sales felt stockouts in commissions. Nobody had one version of the truth.

The bet: don't just track stock, make the data instantly usable where decisions happen. I scoped AssetIQ to win on trust first — one reconciliation that beat the manual count and was provably right — then expand into analytics and BI integration. RFID was necessary but not sufficient. The product won when a warehouse manager and a CFO could argue from the same number — in the same dashboard they already opened every morning.

The hard part was trust after years of "the system is always wrong." Teams wanted dashboards before accuracy; I held the line. We shipped reconciliation workflows, audit trails, and side-by-side manual vs. system counts until skepticism ran out of excuses. The turning point was mundane and decisive: AssetIQ's count beat manual on a spot check — and was proven right when goods shipped. After that, adoption spread without a mandate.

Accuracy climbed from ~85% to 99.4%. A two-day stock count collapsed to about three hours. Cycle counts became something you scheduled, not something you dreaded. Then the real prize: with accurate, real-time inventory, stockouts stopped killing sales — and revenue grew 264%. Leadership stopped asking "can we trust this?" and started asking "what else can we connect?"

I'd still refuse to build a standalone executive dashboard. The moment inventory appeared in Power BI next to revenue and margin, AssetIQ became infrastructure — not another tool to ignore. I'd also name the trust milestone in the roadmap doc: "first audit win by Q2." Without that, teams optimize for features that demo well and skip the work that changes behavior.