Finance and accounting professionals must apply a disciplined, decision-first approach to using data under uncertainty. David Schlosser, PhD, Senior Advisor at Velocity Advisory Group, presents a practical system for making defensible, data-driven decisions—addressing cognitive biases, data quality and controls, and decision governance. He emphasizes when data is “good enough,” how to avoid analysis paralysis, and how to align measurement, accountability, and documentation to support sound judgment and audit-ready decisions.