The Era of Deterministic FP&A Is Over

Your forecast is a guess.
We make it a distribution.

FinHelm is the AI-powered probabilistic planning layer that brings Monte Carlo simulation, P10/P50/P90 confidence bands, and uncertainty quantification to your ERP. No spreadsheets. No single-point delusions. Just the truth about your numbers.

See the Platform
Dashboard Variances Cash Runway
ERP Connected
Revenue (P50)
$2.84M
▲ 12.4% vs prior
Cash Balance
$1.12M
▲ 8.1% vs prior
UES Score
38
▼ 6 pts improved
P90 P50 P10
P10: $2.1M P50: $2.84M P90: $3.4M
10,000
Monte Carlo simulations
per forecast
60s
ERP connection to
first probabilistic forecast
P10/P50/P90
Confidence bands on
every forecast
UES
Industry-first forecast
confidence metric
● The Platform

One platform.
One mission: end single-point forecasting.

FinHelm isn't a feature bolted onto your ERP. It's the AI-native planning layer that transforms how mid-market finance teams see the future.

🎲

Core

The Monte Carlo engine. 10,000 simulations on your financial data. P10/P50/P90 confidence bands and UES scores on every forecast.

📊

Horizon

Driver-based probabilistic planning. Every cell shows uncertainty. Every scenario shows confidence intervals. Plan with distributions, not guesses.

🧭

Navigator

AI reasoning layer that explains financial decisions in plain English. Ask your finances anything and get probabilistic analysis.

🏥

Vertical Packs

Pre-configured driver libraries and industry benchmarks for Healthcare, Family Office, Hospitality, and Professional Services.

● The Category Shift

Deterministic FP&A is a $50B problem.
Probabilistic Finance is the answer.

Every FP&A tool on the market delivers single-point forecasts. They ignore the one thing that matters most: uncertainty. FinHelm is the first platform to measure it.

❌ Deterministic FP&A

→ Single-point forecast: "Revenue will be $2.8M"
→ No measure of confidence or uncertainty
→ Manual recalibration after every miss
→ Static scenarios: best/base/worst (3 guesses)
→ Variance analysis: "We missed by 12%" — no why
→ CFO: "Are we going to miss budget?" Board: "IDK."

✦ Probabilistic Finance

→ Distribution: "$2.1M to $3.4M at 80% confidence"
→ UES score quantifies forecast risk (0-100)
→ Reflection Engine auto-calibrates from actuals
→ 10,000 Monte Carlo paths with driver correlations
→ AI narratives: "Revenue missed due to churn in Q3"
→ CFO: "82% probability we hit plan." Board: clarity.
● ERP-Agnostic

Connects to your ERP.
Any ERP.

FinHelm connects to your financial data with read-only access. Zero data custody. Works with what you have.

⚡
Sage Intacct
MCP Ready
📊
QuickBooks
Live
📈
NetSuite
Coming Q2
📁
CSV / Excel
Universal
● Get Started

Ready to see your financial future?

Get early access to FinHelm. We'll set you up with a free UES score and show you what probabilistic forecasting looks like for your business.

Free UES score included. No credit card required.