FinHelm was founded by finance leaders who spent years inside enterprise FP&A — and saw firsthand why deterministic forecasting falls short.
"Every FP&A tool on the market delivers single-point forecasts.
They ignore the one thing that matters most:
uncertainty."
— Jason Brisbane, CEO & Co-Founder
We didn't set out to build another FP&A tool. We set out to create a new category: Probabilistic Finance.
After years inside enterprise finance — across Fortune 500 companies, mid-market software, and healthcare M&A — we saw the same problem everywhere: CFOs making decisions with deterministic forecasts that pretend the future is certain. Best case. Base case. Worst case. Three guesses masquerading as analysis.
FinHelm replaces those guesses with 10,000 Monte Carlo simulations, P10/P50/P90 confidence bands, and the UES score — the industry's first standardized metric for forecast confidence. We call it Uncertainty-Aware FP&A.
Built by someone who operated in the exact market we're building for. The pain is personal.
15+ years in corporate FP&A across enterprise software and Fortune 500 finance. Deep expertise in planning systems, product marketing, and go-to-market strategy. Published thought leader in financial planning and analysis.
Every FP&A tool on the market delivers single-point forecasts. They ignore the one thing that matters most: uncertainty. We built FinHelm to change that.
Probabilistic forecasting has been locked behind enterprise price tags. We brought it to mid-market.
Proprietary metric, trademarked, category-defining. The "FICO for budgets."
First FP&A platform built on Model Context Protocol. True ERP-agnostic design.
15+ years of enterprise FP&A experience. We know the pain because we lived it.
We're building the future of financial decision-making. Get early access and help shape the category.
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