-62%

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

#1550

Sector

Fintech, AI, Accounting Software

Est. Liquidity

~3Y

Data Quality

Data: High

Numeric presents a moderate upside opportunity for a job seeker, driven by its exceptional 300% YoY growth and expansion into a multi-product AI accounting automation platform in a large, underserved market.

Last updated: March 10, 2026

Bull (25%)+300%

Numeric successfully executes its multi-product platform strategy, leveraging its proprietary AI and deep integrations to capture significant market share from legacy incumbents and even well-funded competitors like FloQast. Sustained 100%+ YoY growth pushes ARR to $50M+ by 2028, justifying a 25x-30x multiple and a $1.25B-$1.5B valuation, representing a 3x-4x return on current valuation.

Base (25%)+75%

Numeric continues to grow strongly, expanding its customer base and product offerings (cash management, analytics). However, competitive pressure from established players like BlackLine and FloQast limits multiple expansion. ARR reaches $30-40M by 2028, and a more conservative 15x-20x ARR multiple results in a $450M-$800M valuation, providing a modest 1.5x-2x return on current valuation.

Bear (50%)-60%

Dominant incumbents like BlackLine or ERP giants rapidly integrate advanced AI accounting automation, or a well-funded competitor like FloQast significantly out-executes Numeric. Growth slows considerably, leading to a down round or an acquisition at a significantly reduced valuation of $160M (0.4x current valuation), wiping out most common stock value due to the high liquidation preferences.

Est. time to liquidity~2.5 years

Preference Stack Risk

high

Funding Intensity

22%

Investors hold $89M in liquidation preferences. In an exit at or below $400M, common stock holders would see their returns significantly reduced or potentially wiped out.

Dilution Risk

moderate

As a Series B company, expect further dilution from likely 1-2 additional funding rounds (Series C, D) before a liquidity event.

Secondary Liquidity

none

There is no publicly available information indicating an active secondary market or tender offers for Numeric's shares.

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

    “Given the high incumbent threat from companies like BlackLine and Workiva, how does Numeric plan to differentiate its multi-product platform and maintain its competitive edge over the next 2-3 years?”

  • 2

    “With 300% YoY growth and plans for additional product launches in 2026-2027, what are the key milestones and strategic priorities for Numeric to scale its ARR significantly while maintaining its gross margin?”

  • 3

    “Considering the Series B funding and the current valuation, how does Numeric envision its path to a liquidity event, and what are the company's plans for managing potential future dilution for employees?”

Community

Valuation Sentiment

Our model estimates -62% upside. What do you think?

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