Alex Sidarenka

Over $1.8 trillion remains trapped in working capital globally — not due to a lack of data, but because that data is fragmented, delayed and disconnected from decision-making. Most finance teams operate across siloed P2P, O2C and inventory systems — each capturing only part of the picture. The gaps between them are where visibility is lost and cash leakage begins. This session is about closing that gap on the Databricks platform. We'll walk through how: - To unify P2P, O2C, and inventory data into a single, governed financial model using Delta Lake and Unity Catalog - Lakebase enables real-time querying across that unified layer - Mosaic AI continuously monitors working capital metrics like DSO, DPO, and cash conversion cycle, detects anomalies as they emerge, diagnoses root causes, and surfaces corrective actions So, instead of reacting to static reports, finance teams get a closed-loop system: detect, diagnose, simulate and execute — enabling faster, data-driven action at scale.