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Vinci4D.AI
Physics-driven AI for hardware design and simulation
About Vinci4D.AI
Vinci4D.AI provides a physics-driven AI system for hardware design, enabling engineers to run thousands of verified simulations rapidly. The company was founded in 2023 by Hardik Kabaria, who serves as CEO, and Sarah Osentoski, the CTO. Kabaria has over 15 years of experience in accelerating software simulations for product design and his doctoral work at Stanford focused on automating high-fidelity meshing. Osentoski is a specialist in large-scale machine learning and autonomous systems.
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The company emerged from stealth in December 2025, announcing a total of $46 million in funding, including a Series A round led by Xora Innovation and a seed round led by Eclipse. Vinci's platform is designed to accelerate hardware design and simulation by delivering 1,000x faster simulations compared to traditional methods. Its agentic system combines physics methods with an AI model, eliminating the need for meshing and guaranteeing accuracy without hallucinations. The software is production-ready and does not require training on customer data, operating securely behind client firewalls.
Vinci primarily serves the semiconductor industry, with its system already validated by more than half of the world's top 20 semiconductor companies and deployed at three leading manufacturers. The technology is capable of ingesting industry-standard layout files (like OASIS/GDS) and resolving features at the nanometer scale. The business model is focused on providing its simulation software to engineering teams to accelerate design decisions and improve product reliability, particularly for applications like electronics thermal management. The company is headquartered in Palo Alto, California.
At a glance
- Status
- Operational
- Founded
- 2023
- Headquarters
- Menlo Park, United States
- Employees
- 30
- Open positions
- None listed
- Dealroom signal
- 57.4/100
- Industry
- Enterprise Software
- Sector
- AI, Core AI, Spinout, Design, Simulation Tech, Novel AI, AI Applications, DT and LS, science-based
- Technology
- Artificial Intelligence, Deep Tech, Machine Learning
- Business model
- SaaS
- Client focus
- b2b
Latest news
Press, funding announcements and product moves mentioning Vinci4D.AI.
Funding history
Company financing events and reported valuations.
| Deal type | Date | Amount | Valuation | Investors | Source |
|---|---|---|---|---|---|
| SERIES A✓Equity / VC | Dec 2025 | $36M | $144M | Khosla Ventures · Eclipse Ventures · Xora Innovation | ↗ |
| SEEDEquity / VC | Nov 2023 | $500K | $2M | K5 Global | ↗ |
Growth signals
Latest recorded traffic for Vinci4D.AI is 11K monthly website visits, up 44.7% over the last three months. Vinci4D.AI's team grew 42.9% over the past year.
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Investors
From Dealroom's funding and investor records, grouped by the round each investor first entered.
Seed1 investor entered at this stage
Series A3 investors entered at this stage
Xora Innovation
Khosla Ventures
Eclipse Ventures
Other known investors1 additional known investor
Stanford University
Source: Dealroom Talent Intelligence.
Global footprint
Market sentiment
An AI-synthesised read of the highest-engagement posts about Vinci4D.AI on X, ranked by likes and reposts, corporate channels excluded.
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Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour
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