Etched AI
Etched is building Sohu, a chip with the transformer architecture etched directly into silicon — making it the fastest and most efficient hardware ever built for transformer inference. By hardcoding the dominant AI architecture, Etched delivers 20x better performance and 10x lower cost than GPU-based inference for the same workloads.
- Location
- Boston, USA
- Raised
- $120M
- Stage
- Series A
- Founded
- 2022
- Category
- AI
- Funding
- VC-backed
- Team
- 10–50
Funding figures as of Jul 2025 · not independently verified
Founders of Etched AI
- Gavin Uberti
- Chris Zhu
Investors backing Etched AI
- Primary Venture Partners
- Peter Thiel
Frequently asked questions
What does Etched AI do?
Etched is building Sohu, a chip with the transformer architecture etched directly into silicon — making it the fastest and most efficient hardware ever built for transformer inference. By hardcoding the dominant AI architecture, Etched delivers 20x better performance and 10x lower cost than GPU-based inference for the same workloads.
Where is Etched AI based?
Etched AI is based in Boston, USA.
When was Etched AI founded?
Etched AI was founded in 2022.
How much has Etched AI raised?
Etched AI has raised $120M in their Series A round as of Jul 2025.
Who founded Etched AI?
Etched AI was founded by Gavin Uberti, Chris Zhu.
Who has invested in Etched AI?
Etched AI is backed by Primary Venture Partners, Peter Thiel.
How Etched AI would pitch themselves
○ Auto-generated01Target customer
Companies + developers adopting AI in their stack — from indie builders to enterprise ML teams working on transformer chips faster than gpus.
02Problem they solve
Etched is building Sohu, a chip with the transformer architecture etched directly into silicon — making it the fastest and most efficient hardware ever built for transformer inference. By hardcoding the dominant AI arch… The category has historically been served by tools that miss the modern workflow this product is built around.
03Key differentiator
Etched AI differentiates on transformer chips faster than gpus. Backed by Primary Venture Partners + Peter Thiel, $120M raised — the company has resources + validation to compound this thesis. Founded by Gavin Uberti + team.
04Go-to-market strategy
Early-stage GTM — typically product-led growth (free tier or low-friction onboarding) paired with founder-led sales for the first 100 customers. Heavy content marketing + community presence on Twitter/X, LinkedIn, and category-specific Slack groups.