-47%

est. 2Y upside i

FinTechSeries A

Light is the new way to run multinational finances for modern technology companies. Run AR, AP, expenses, bookkeeping, and financial reporting automatically across all your entities — without the chaos of multiple systems. Crafted and built by the designers and engineers behind world-class companies like Spotify, X, AWS, Klarna, Google and Shopify, we empower multinational finances with a joyful user experience like no other.

Rank

#377

Sector

Fintech

Est. Liquidity

~4Y

Data Quality

Data: Medium

Light presents a moderate upside opportunity for a job seeker, driven by its highly differentiated AI-native platform and reported '30x growth in the past year' in a massive, underserved market.

Last updated: March 10, 2026

Bull (32%)+350%

Light successfully executes its global expansion, triples its engineering team, and its AI-native platform captures significant market share from legacy ERP systems like SAP and Oracle, especially in multi-national finance operations. This drives continued hypergrowth, pushing revenue to over $100M ARR by 2028 and justifying a $1.1B+ valuation at a premium multiple, well above the current estimated $250M.

Base (43%)+75%

Light maintains strong growth in its niche, continuing to attract multinational companies seeking AI-native finance solutions. While facing persistent competition from both incumbents and other fintechs, it grows revenue to approximately $50M ARR by 2028, leading to an acquisition or next funding round at around $437.5M, offering a solid return on the current valuation.

Bear (25%)-75%

Dominant incumbents like SAP and Oracle accelerate their AI integration, or well-funded competitors emerge, slowing Light's market penetration. Execution challenges in global expansion or product development lead to decelerated growth. This results in a down round or a low-multiple acquisition, reducing the company's valuation to $62.5M, significantly impacting common stock value due to liquidation preferences.

Est. time to liquidity~4.0 years

Preference Stack Risk

high

Investors hold $43M in liquidation preferences ahead of common stock, representing 17.2% of the estimated $250M current valuation.

Dilution Risk

high

As a Series A company, Light will likely undergo multiple additional funding rounds, leading to further dilution for existing equity holders.

Secondary Liquidity

none

There is no indication of active secondary markets or tender offers for Light's equity at this early stage.

Engineering — 2 roles

GTM — 2 roles

Operations — 1 role

View all 5 open roles at Light →

Last updated: March 10, 2026

Questions to Ask at the Interview

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

  • 1

    “Given the 'medium' incumbent threat from large ERP players like SAP and Oracle, how does Light plan to continue differentiating its AI capabilities and sales strategy to win over large multinational clients?”

  • 2

    “With the goal to 'triple its engineering team by mid-2026' and expand to New York, what are the key product roadmap priorities and scaling challenges Light anticipates in the next 12-18 months?”

  • 3

    “Considering the Series A funding and the estimated current valuation, what is the company's anticipated timeline and strategy for future funding rounds or a liquidity event for employees?”

Community

Valuation Sentiment

Our model estimates -47% 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.