Agentic finance refers to AI systems in finance that can take multi-step action toward a goal, not just answer questions or generate suggestions. Where a copilot drafts an analysis for someone to review, an agent can gather the data, run the analysis, and initiate the next step on its own. How agents differ from copilots…
Decision velocity is the speed at which a finance function can turn a change in conditions into an acted-on decision. As continuous data and modeling remove the old reporting delays, velocity is emerging as a KPI in its own right, alongside accuracy and close time. Why traditional KPIs aren’t enough on their own Accuracy and…
Integrated financial intelligence refers to financial data that stays connected across systems in real time, rather than data trapped in disconnected tools finance has to manually reconcile before it’s usable. It’s what lets AI-native planning and continuous modeling work at the accuracy they require. The fragmentation problem it solves Most finance teams pull data from…
Continuous scenario modeling is the practice of running and updating financial scenarios in real time as conditions change, rather than building a fixed set of scenarios once per planning cycle. It replaces a static snapshot with a living model that stays current. Traditional vs continuous scenario planning Annual refresh → Real-time refresh Manual rebuild →…
Static finance describes a condition where the finance function operates mainly as an observer of the business — closing books, reporting variances, and updating plans on a fixed cycle — rather than as an active participant in shaping what happens next. It’s less a label for any one company and more a structural pattern found…
Augmented performance management (APM) is the practice of combining AI-native planning, integrated financial intelligence, and continuous scenario modeling to help finance leaders shape business outcomes, not just measure them. The Three Pillars of APM AI-native planning Planning infrastructure built around AI from the ground up, not bolted onto legacy workflows. Integrated Financial Intelligence Financial data…