Backflip AI

backflip.ai →

+55%

est. 2Y upside i

AI & MLSeries A

Backflip enables designers and engineers to create at the speed and limits of their imagination, with 3D generative AI for the physical world. Our AI-powered 3D design tools let anyone bring their vision to life, and create highly detailed models that can be brought into reality with 3D printing, or into digital worlds as video game assets, 3D renders, and more.

Rank

#890

Sector

AI-powered 3D Design Software

Est. Liquidity

~4Y

Data Quality

Data: Low

Extreme uncertainty due to missing financial data.

Last updated: July 19, 2026

Bull (30%)+380%

Exit multiple holds at 100x due to IPO window and category leadership; revenue reaches $5.5M in 2 years, implying $550M exit before dilution cap.

Base (45%)-76%

Multiple compresses to 8x, exit value $44M; after 20% dilution, return is -76%.

Bear (25%)-100%

Multiple falls to 4x, exit value $22M below $30M preferred; common stock wiped out.

Est. time to liquidity~4.0 years

Preference Stack Risk

high

Funding Intensity

3000%

$30M preferred overhang on a $100M valuation (30% ratio) means common is underwater below $30M exit.

Dilution Risk

high

Likely need additional funding within 2 years given early stage; assumed 20% dilution in scenarios.

Secondary Liquidity

none

No secondary market observed; any liquidity likely tied to an exit event.

View all 1 open roles at Backflip AI →

Last updated: September 6, 2026

Questions to Ask at the Interview

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

  • 1

    “How do you plan to defend against incumbents like Autodesk and SolidWorks developing similar AI features?”

  • 2

    “What is the current ARR and customer concentration, and what are the key metrics you track for the subscription business?”

  • 3

    “Given the early stage, what is the expected vesting schedule and any provisions for early exercise or secondary sales?”

Community

Valuation Sentiment

Our model estimates +55% 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.