Compliance Cost Can Come From the Project Itself
In EPM and finance transformation, missed sanity checks and weak evidence create supervision cost that slows every future decision.
Insights
Insights for CFO decision intelligence.
Executive perspectives on EPM, CPM, AI, governance, and finance transformation, written for leaders making high-consequence finance decisions.
AI Is Exposing Whether Consultants Understand the Work
AI is changing consulting by making surface-level outputs easier to produce and real understanding harder to hide.
Where Finance Automation Ends and Autonomy Starts
Decision Intelligence closes the gap between seeing a finance issue and carrying the right action forward with accountability.
Decision Intelligence Starts With Better Decision Flow
Finance transformation creates value when trusted data, workflow, ownership, and controls move issues to the people who can act.
AI Strategy Cannot Depend on a Single Model
AI sovereignty is becoming a business design issue: critical processes need model flexibility, open interfaces, and separation between business logic and the model layer.
Critical Thinking Matters More When AI Sounds Confident
AI can produce faster, cleaner, and more confident answers, but finance leaders still need judgement to decide what deserves to be trusted.
Speak to My Agent: What AI Agents Mean for Finance Workflows
AI agents can reduce workflow friction in finance, but oversight, ownership, and accountability still sit with finance leaders and their teams.
EPM/CPM Is Moving From Process Automation to Decision Intelligence
AI will not create decision intelligence in finance by itself. The advantage will come from platforms that turn finance structure, process, and history into usable context.
What Should We Deliberately Not Build in EPM?
Many EPM issues that appear after go-live were already shaped by early design decisions about what the platform should and should not do.
The Finance SaaS Landscape Is Shifting Toward the Implementation Layer
As finance systems move from assisting teams to executing workflows and decisions, the strategic question for CFOs becomes how well-governed the implementation architecture is.
From Software as a Service to Service as Software
Service as Software shifts the finance technology conversation from dashboards and tools toward decisions, actions, workflows, and follow-through.
AI Will Not Just Change Finance Tools. It Will Change Finance Work.
The real transformation will come when organisations redesign workflows, roles, and decisions around AI, not just add new tools on top of old ways of working.
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