At Cohen and Co's Finance Transformation practice, we work with clients whose FP&A functions are constrained by more than their tooling - planning cycles that consume weeks of manual effort, forecasts disconnected from operational drivers, and a reporting layer built on spreadsheets no one fully trusts. Define integration architecture across source systems (Workday Financials, NetSuite, SAP, Oracle Fusion, Dynamics, Sage Intacct), data warehouse or lakehouse layers, middleware, and load and reconciliation controls at each hop.