+50%

est. 2Y upside i

AI & MLSeries A

At Archetype AI, we’re building the world’s first physical AI platform to bring artificial intelligence into the real world. Our foundation model, Newton, understands the physical world through objective sensor data and generates real-time insights into complex physical behaviors, from industrial machinery and systems to wearable devices and smart environments.

Rank

#961

Sector

Artificial Intelligence

Est. Liquidity

~5Y

Data Quality

Data: Low

Equity upside is highly uncertain due to lack of financial data.

Last updated: July 19, 2026

Bull (10%)+400%

Physical AI market explodes; Archetype becomes category leader with Newton platform. Revenue scales rapidly, valuation reaches $500M+ in 2 years (4x entry at ~$100M).

Base (50%)+100%

Moderate adoption with industrial customers; valuation doubles to ~$200M as revenue starts materializing. Multiple compresses to in-line with public AI comps.

Bear (40%)-100%

Incumbents (Google, Amazon) dominate with alternative solutions; Archetype fails to gain traction. Preference stack of $48M consumes all equity, common stock worthless.

Est. time to liquidity~5.0 years

Preference Stack Risk

high

Funding Intensity

0%

Total funding of $48M likely represents a large portion of any plausible valuation, creating significant preference overhang for common stock.

Dilution Risk

high

As a Series A company with 18-24 months of runway (based on $35M raise), further rounds are highly likely, diluting common stock by 15-25%.

Secondary Liquidity

none

No secondary market activity reported; employees cannot sell shares before a liquidity event.

Questions to Ask at the Interview

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

  • 1

    “How does Archetype's Newton foundation model differentiate from big tech's generic AI models?”

  • 2

    “What is the revenue model (SaaS vs usage-based) and current customer retention?”

  • 3

    “What is the expected timeline for a liquidity event (IPO or acquisition) and how will employees realize value?”

Community

Valuation Sentiment

Our model estimates +50% upside. What do you think?

Anonymous. Do not share material non-public information.

Community Discussion

Comments are reviewed before they appear publicly.

0/2000

Loading comments...

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