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B2B/Infrastructure·Winter 2026
F

Fern

Enabling physical AI at scale.

Overview

One-liner
Enabling physical AI at scale.
Investors
Y Combinator
Funding round
Seed
Funding notes

YC W26 confirmed. Tracxn showed a 2024 seed round likely belonging to predecessor entity (Ishiki Labs). Only YC W26 funding counted.

Why it's interesting

Market trends shaping Fern

  • 1GPU cloud capacity the new oil; Nvidia allocation a strategic moat
  • 2Inference-time compute economics rewriting model serving stacks
  • 3Vector + graph databases consolidating into the Postgres ecosystem
  • 4Edge and on-prem AI revived by data sovereignty and latency
  • 5Open-source models forcing closed-source pricing down rapidly
  • 6Observability for LLM apps emerging as a distinct category
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