+118%

est. 2Y upside i

FinTechAI & MLSeries B

Numeric is an AI accounting automation platform, built to take manual work off accountants' plates so they can focus on what’s impactful. Numeric is currently used by hundreds of private and public companies to organize their close, automate reconciliations, and leverage AI for auto-drafted flux explanations and technical accounting research.

Rank

#271

Sector

Fintech, AI Accounting Automation

Est. Liquidity

~2Y

Data Quality

Data: Medium

Numeric offers exceptional upside potential with 300% YoY growth, but risks from missing valuation and preference stack are high.

Last updated: July 19, 2026

Bull (35%)+281%

IPO window opens, Numeric sustains high growth and commands 15x forward revenue multiple, reaching $1.02B exit. Common shares benefit from 301% pre-dilution upside, net of dilution and preference.

Base (40%)+80%

Multiple converges to public comp average of 7.5x forward revenue, exit ~$511M. Growth moderates but still strong, yielding 100% pre-dilution upside, reduced by dilution.

Bear (25%)-51%

Growth stalls, competition intensifies, multiple compresses to 3x. Exit ~$204M, below preference overhang, common recovers ~$115M, a 31% loss pre-dilution, worsened by dilution.

Est. time to liquidity~2.0 years

Preference Stack Risk

severe

Funding Intensity

3490%

Total preferred stock of $89M vs estimated $255M valuation creates 34.9% preference overhang.

Dilution Risk

high

With estimated runway, another round likely within 2 years, diluting common by ~20%.

Secondary Liquidity

none

No secondary market activity reported.

Sales — 5 roles

Engineering — 4 roles

Solutions — 3 roles

Operations — 2 roles

Product & Design — 2 roles

View all 23 open roles at Numeric →

Last updated: March 10, 2026

Questions to Ask at the Interview

Strategic questions based on Numeric's data — designed to show you've done your homework.

  • 1

    “How does Numeric plan to maintain its 300% growth rate as revenue scales?”

  • 2

    “What specific AI advantages differentiate Numeric from incumbents like BlackLine?”

  • 3

    “What is the expected timeline for an exit and how does equity compensation handle preference stack?”

Community

Valuation Sentiment

Our model estimates +118% upside. What do you think?

Anonymous. Do not share material non-public information.

Community Discussion

Comments are reviewed before they appear publicly.

0/2000

Loading comments...

Disclaimer: This analysis is AI-generated and does not constitute financial or career advice. Always conduct your own due diligence.