-58%

est. 2Y upside i

AI & MLSeries A

Rank

#334

Sector

AI/ML, Computer Vision, DataOps

Est. Liquidity

~5Y

Data Quality

Data: Medium

Akridata operates in a high-growth AI/ML and computer vision market with a specialized 'Edge Data Platform' and strong gross margins.

Last updated: March 10, 2026

Bull (30%)+400%

Akridata's specialized Edge Data Platform and AI visual inspection solutions gain significant traction, becoming a critical component for manufacturers adopting AI. This drives revenue to $25M+ by 2028, justifying a $500M+ valuation at 20x revenue, well above the assumed current $100M valuation.

Base (35%)+100%

Akridata maintains its position in the specialized AI visual inspection and edge data markets, growing revenue in line with the weighted TAM to ~$16M by 2028. This growth supports a $200M valuation, representing a solid 2x return from the assumed current $100M valuation.

Bear (35%)-75%

Increased competition from major cloud providers and slower-than-expected market adoption lead to stalled growth and pricing pressure. This results in a down round to a $25M valuation, significantly eroding common stock value given the $20M in prior funding.

Est. time to liquidity~5.0 years

Preference Stack Risk

high

Investors hold $20M in liquidation preferences, representing 20% of the assumed current $100M valuation.

Dilution Risk

high

As a Series A company, Akridata will likely require multiple additional funding rounds, leading to significant future dilution for common stock holders.

Secondary Liquidity

none

Given the early stage of the company, there is currently no active secondary market for Akridata's equity.

Questions to Ask at the Interview

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

  • 1

    “How does Akridata plan to maintain its competitive moat and differentiate its Edge Data Platform against the expanding AI/ML and data management offerings from major cloud providers like AWS and Azure?”

  • 2

    “With a notable customer like Toyota, what is the strategy for expanding into new verticals beyond automotive and manufacturing, and how will Akridata scale its customer acquisition efforts?”

  • 3

    “Given the Series A stage and the need for future funding, what is the company's anticipated timeline for a liquidity event, and how is management thinking about minimizing dilution for employees?”

Community

Valuation Sentiment

Our model estimates -58% 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.