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FinHelm
Probabilistic finance layer that scores how reliable forecasts are, not just what they say.
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Overview
About FinHelm
FinHelm sits above ERPs and planning tools to measure forecast uncertainty and stability, rank the assumptions driving risk, compare forecasts with actuals and run Monte Carlo simulations, with access through MCP.
What it does
FinHelm calculates proprietary scores for uncertainty exposure and forecast stability, identifies material assumptions and recalibrates as actuals arrive. It stores values as probability distributions and runs thousands of simulations per forecast. It connects to ERPs such as NetSuite, QuickBooks and Sage Intacct and planning tools such as Anaplan and Pigment, and works in Claude, ChatGPT and Copilot.
Where it fits
It sits on top of existing ERP and FP&A tools as a measurement layer for forecast quality.
Who it suits
CFOs, controllers, FP&A teams and operating partners overseeing portfolio companies.
Editorial view
Strengths and limitations
Written by our editors to the same standard for every product.
Strengths
- Quantifies forecast reliability
- Connects to many ERPs and planning tools
- MCP access
Limitations
- Early-stage company
- Higher tiers are scoped through sales
Reviews
What users say
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Company
About FinHelm
From the vendor
Provided by the vendor and reviewed by our editors; not independently verified.
- Company
- FinHelm
- Website
- finhelm.ai
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