-75%

est. 2Y upside i

AI & MLSeries A

Summation has launched the Decision-Grade AI Platform, giving enterprise leaders real-time, verified insights to make faster, more confident decisions. Powered by a proprietary AI Calculation Engine, the platform runs thousands of analyses in parallel, instantly surfacing connections across fragmented systems. Weeks of manual prep now takes minutes, turning business complexity into clarity and profitable growth.

Rank

#2671

Sector

Enterprise AI, Business Planning Software

Est. Liquidity

~5Y

Data Quality

Data: Low

Summation is an early-stage enterprise AI company with a promising 'decision-grade' platform and strong venture backing, but it operates in a highly competitive market with significant incumbent threats.

Last updated: March 10, 2026

Bull (10%)+350%

Summation's proprietary AI Calculation Engine and 'Verified Tasks' gain significant traction, displacing legacy BI tools and capturing substantial market share from incumbents like Alteryx and Domo. The platform becomes a critical layer for enterprise decision-making, driving revenue to over $250M by 2028 and justifying a $787.5M+ valuation at a premium multiple, well above the estimated current $175M.

Base (45%)+75%

Summation establishes a solid niche in the enterprise AI market, demonstrating steady customer acquisition and retention. It competes effectively in specific segments but faces strong headwinds from larger players like Databricks and SAP. Revenue grows to approximately $100M by 2028, leading to an acquisition or next funding round at a $306.25M valuation, offering moderate returns for common shareholders.

Bear (45%)-80%

Dominant incumbents like Oracle and Microsoft rapidly integrate advanced decision-grade AI capabilities into their existing enterprise suites, commoditizing Summation's core offerings. Customer acquisition slows significantly, and the company struggles to differentiate. A down round or low-value acquisition at $35M or less wipes out most common stock value due to the $35M liquidation preference.

Est. time to liquidity~5.0 years

Preference Stack Risk

high

Investors hold an estimated $35M in liquidation preferences. In an exit at or below the estimated current valuation of $175M, common stock holders would be behind this $35M, potentially receiving little to nothing.

Dilution Risk

moderate

As a Series A company, Summation will likely require at least 1-2 more significant funding rounds (Series B, C) before an IPO or acquisition, leading to further dilution for existing equity holders.

Secondary Liquidity

none

Given its early stage (Series A), there are currently no active secondary markets or tender offers for Summation's equity.

GTM — 4 roles

Engineering — 3 roles

Design — 1 role

General Application — 1 role

View all 9 open roles at Summation →

Last updated: March 10, 2026

Questions to Ask at the Interview

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

  • 1

    “Given the strong presence of incumbents like SAP and Oracle in enterprise data and analytics, how does Summation plan to effectively differentiate and capture market share beyond initial customer wins like Fanatics?”

  • 2

    “With a reported $35M in total funding as a Series A company, what are the key milestones and revenue targets Summation aims to achieve before its next funding round, and how will these demonstrate scalability?”

  • 3

    “As an early-stage company, what is the anticipated timeline for a liquidity event (IPO or acquisition), and how does the company plan to manage potential dilution for employees in future funding rounds?”

Community

Valuation Sentiment

Our model estimates -75% 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.