Studio F71

Designing
Infrastructure and instruments for a meaningful AI future

Build it, test it, share it, scale it.

Studio F71 incubates innovative initiatives:

Neon Forest Networks

Connectivity and compute infrastructure built for sovereignty over the hardware, the data, the tools, and the terms of access.

  • Optimized hardware solutions
  • Agentic AI tailored for community control
  • Deployments in direct partnership with sovereign communities
neon-forest.net →

Perspective Engineering

A discipline and instruments to manage organizations' AI evolutions(drift and emergence)

  • Provisional patent application filed 2026-08-06 · United States Patent and Trademark Office
  • LogosScope — a runtime integrity layer for autonomous agent fleets
perspeng.com →
Ink drawing of a Globe Swift banking over Puget Sound toward Mount Rainier

Pretty Perfect Aviation

Aviation maintenance research: decades of manuals, directives, accident records and owner experience, organized so that a mechanic’s or owner’s question gets a sourced answer.

  • Research memos on maintenance questions, every source cited
  • Built for owners, mechanics and the airplanes they care for

Design Team

MB

Marc Ballandras

30+ years in service of mission-driven innovation and infrastructure

LinkedIn →
 

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