Articles
Planning for an Uncertain Future: Why FP&A Must Let Go of False Precision
- By Bryan Lapidus, FPAC
- Published: 2/25/2026

Finance has a complicated relationship with budgets and planning.
Despite decades of debate — from beyond-budgeting movements to rolling forecasts and benchmark-based planning — the answer remains the same: Budgets are still here, and operational leaders feel conflicted when held to rigid benchmarks in a dynamic world, marking their utility and alignment lower than leaders at the top of the org charts, according to AFP’s FP&A Benchmarking Survey.
The problem isn’t that budgeting exists. The problem is how we think about the future when we budget. AFP explored these topics in the AFP FP&A Benchmarking Survey: Integrated Planning and a recent companion webinar to the survey.
The Trap of False Precision: We Plan as if the Future Is Certain
Much of the frustration around planning stems from a basic mismatch. We ask finance to produce a single, fixed view of the future — often months in advance — while everyone involved knows the world will change.
Markets shift. External shocks occur. Assumptions break. Yet we continue to anchor incentives, performance management and decision-making to numbers that were set under very different conditions. When that happens, planning stops being a management tool and starts becoming a constraint.
Managers are rewarded for defending plans rather than adapting to reality. Variance becomes something to explain away, instead of something to learn from. And the organization grows more rigid precisely when it needs to be more responsive.
Admit Uncertainty and Design for It
The most effective way to reduce budget pain isn’t to eliminate budgets — it’s to recognize uncertainty upfront. Jason Brisbane, CEO of FinHelm, argues that variance shouldn't be penalized because it's a natural result of uncertainty and a valuable learning tool.
Punishing variance leads managers to hide risks and stick rigidly to forecasts, increasing organizational exposure. Embracing variance helps leadership uncover assumptions, identify important drivers and adapt proactively — turning variance into useful feedback for better decisions.
When FP&A teams explicitly acknowledge that the future can change, they create room for better planning. That means moving away from the idea that there is one “right” forecast and toward a framework that allows for multiple possible outcomes.
This is where scenario planning becomes powerful. Not as an academic exercise, but as a practical way to explore alternate paths, understand tradeoffs and prepare leadership for decisions before they’re forced by events.
Foresight to Forecast: From Single-Point Answers to Strategic Options
High-performing organizations move away from treating plans as fixed predictions and toward treating them as decision frameworks. Instead of anchoring on one version of the future, they explore multiple plausible paths. They ask:
- What else could the future look like? Identifying alternative scenarios.
- What conditions would materially change our outlook? Understanding what could push results off plan.
- What signals should we be watching? Monitoring triggers that signal when conditions are changing.
- What are the second and third-order impacts? Discussing options rather than explanations.
Once uncertainty is acknowledged, planning shifts from prediction to preparation. This approach doesn’t weaken accountability. It strengthens it by aligning leadership around preparedness rather than perfection.
R&O Is the Day-to-Day Management of Uncertainty
Sultan Mujallid, FPAC, Director of FP&A at Saudi Air Navigation Services, frames risk and opportunity (R&O) management as a practical, ongoing discipline that centralizes and communicates what could change business outcomes within the forecast horizon.
FP&A captures risks and opportunities through regular business reviews, focuses on those with real potential to affect performance and translates them into quantified financial impacts using probability-weighted estimates.
Just as important is classification and prioritization — distinguishing urgent, high-impact risks from lower-level items — so the organization concentrates on what truly matters. R&O management is not about predicting a single outcome, but about acknowledging multiple possible paths, monitoring signals, and ensuring the business can react in time before risks materialize or opportunities are lost.
The FP&A Opportunity: Reframing the Budget’s Role
Budgets, as they are most commonly practiced, have an inherent problem: They are a control mechanism in a world that demands agility. When we recognize uncertainty upfront, the budget shifts to become a tool for alignment, not a rigid contract with the future.
Budgets help organizations agree on direction, priorities and resource allocation. But they are not — and should not be — the sole mechanism for managing performance in a changing environment. When budgets are paired with scenario planning, rolling forecasts and active risk monitoring, they become far more effective and far less painful.
FP&A sits at the center of this evolution. Finance is uniquely positioned to connect strategy, execution and external reality — and to help organizations move away from the illusion of certainty.
The real opportunity for FP&A is not to forecast perfectly but to help the business navigate uncertainty with clarity and confidence. When planning reflects how the world actually works, it becomes more relevant, more trusted and ultimately more valuable.
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