-46%

est. 2Y upside i

Series B

Dirac's platform, BuildOS, automatically generates high quality work instructions for mechanical assemblies. Drafts that traditionally take weeks or months now take minutes or hours. BuildOS automates the monotony, retains tribal knowledge, and keeps your production going smoothly.

Rank

#304

Sector

Manufacturing Technology, Engineering Software

Est. Liquidity

~6Y

Data Quality

Data: Medium

Dirac presents a compelling equity opportunity with an estimated 131% expected upside over a two-year horizon, driven by its innovative AI-powered BuildOS platform and strong early customer traction.

Last updated: February 25, 2026

Bull (25%)+350%

Dirac's BuildOS becomes the industry standard for AI-driven work instructions, expanding rapidly beyond aerospace and defense into broader manufacturing. Key partnerships with Siemens and others lead to deep integrations and significant market share gains, pushing revenue to $150M+ by 2028 and justifying a $450M+ valuation at a premium multiple, driven by strong efficiency gains for customers like Anduril.

Base (45%)+150%

Dirac successfully captures a significant niche in high-complexity manufacturing, growing steadily at 40-50% YoY. While facing competition from incumbents, its specialized AI-driven solution maintains a defensible position. Revenue reaches $75M by 2028, leading to an acquisition or IPO at a $250M valuation, reflecting solid execution and market adoption.

Bear (30%)-80%

Dominant PLM/CAD incumbents like Dassault Systèmes or Siemens (despite current partnership) develop or acquire competing AI work instruction capabilities, commoditizing Dirac's offering. Growth stalls due to intense competition and slower-than-expected market adoption, leading to a down round or distressed acquisition at a $20M valuation, severely impacting common stock value.

Est. time to liquidity~6.0 years

Preference Stack Risk

moderate

With $10.7M in total funding on an estimated $100M valuation, investors hold approximately $10.7M in liquidation preferences ahead of common stock.

Dilution Risk

high

As an early-stage company, Dirac will likely require multiple additional funding rounds to scale, which will lead to significant future dilution of current equity holdings.

Secondary Liquidity

none

Given its early stage and recent funding, there is currently no active secondary market or tender offer for Dirac's equity.

Other — 1 role

View all 1 open roles at Dirac →

Last updated: March 10, 2026

Questions to Ask at the Interview

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

  • 1

    “How is Dirac planning to differentiate its BuildOS platform and maintain its competitive moat against potential offerings from large incumbents like Dassault Systèmes, especially given the partnership with Siemens?”

  • 2

    “With significant early wins like Anduril, what is the strategy for scaling customer acquisition beyond these initial lighthouse accounts and diversifying the customer base across the $1.2B SAM?”

  • 3

    “Given the company's early stage and the estimated $10.7M in total funding, what is the anticipated timeline and strategy for future funding rounds and a potential liquidity event for employees?”

Community

Valuation Sentiment

Our model estimates -46% 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.