How FP&A can preserve accountability, trust and decision influence when forecast ownership is distributed across a matrix organisation.
Decision Governance helps FP&A turn AI-supported signals into accountable management decisions through clear ownership, boundaries, evidence and learning.
FP&A should lead Applied AI scoping before vendor evaluation by defining the use case, deployment model, governance and measurable value.
Why FP&A should measure AI investment through predictive value, governance, and strategic impact rather than headcount reduction.
Finance needs a new operating model that connects data, product thinking, and AI to reduce manual work, scale judgment, and
The article is not only about AI cost. It argues that FP&A gatekeeping, business-case approval, cost allocation, and post-go-live budgeting
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