-6%

est. 2Y upside i

AI & MLSeries A

Use your data to train Large Language Models to speak the language of your business — without ever seeing a line of code. Customize any foundation model: Interoperable across all major LLM providers. Deploy wherever you want: In-cloud or on-premise. Use any AI accelerator: Nvidia, Graphcore or whatever comes next.

Rank

#2443

Sector

Artificial Intelligence, SaaS

Est. Liquidity

~4Y

Data Quality

Data: Medium

Given the high preference overhang, lack of growth visibility, and stale valuation, the expected equity return is negative (-6.1%).

Last updated: July 19, 2026

Bull (30%)+85%

Bull case: Multiple holds at 12x due to AI tailwinds and potential IPO window, projecting $6.2M revenue in 2 years leading to $74.4M exit; after 20% dilution, net common upside ~85%.

Base (45%)-15%

Base case: Multiple converges to ~7.5x in line with comps, exit at $46.5M, but after preference stack and 20% dilution, common returns -14.6%.

Bear (25%)-100%

Bear case: Multiple compresses to 3x, exit at $18.6M below total funding; preference stack wipes out common, net -100%.

Est. time to liquidity~4.0 years

Preference Stack Risk

severe

Funding Intensity

38%

Total funding of $17M represents 37.8% of the estimated $45M valuation, giving preferred stock a large liquidation preference that severely dilutes common stock in a downside scenario.

Dilution Risk

high

With a Series A round from March 2024 and only $3.2M revenue, the company likely has 1-2 years of runway and will need to raise again, causing further dilution of 15-25%.

Secondary Liquidity

none

No secondary market activity detected; liquidity is limited to acquisition or IPO.

Other — 1 role

View all 1 open roles at Pienso →

Last updated: March 10, 2026

Questions to Ask at the Interview

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

  • 1

    “How does Pienso's product differentiation hold up against Google's AutoML and other big tech no-code offerings?”

  • 2

    “What is the company's current revenue growth rate and path to profitability?”

  • 3

    “Given the early stage and preference stack, what equity grant size would make up for the risk?”

Community

Valuation Sentiment

Our model estimates -6% 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.