Control plane for AI fleets

Every model. Every site. One place.

Ship anywhere. Stay right everywhere.

Become a design partner
Fleet · 2,000 sites Rolling out
New model0
Current2,000
Reverted0
The shift

AI is a fleet now.

Thousands of sites. Thousands of models. Always changing.

2,000sites
6,000live models
4hardware types
24/7always on
The problem

And it's still run by hand.

Drift

Nobody knows what runs where.

Risk

One bad model. A thousand bad sites.

Scale

A few engineers. Thousands of sites.

Blind spots

Cost and quality, scattered.

What's missing

Applications got a control plane. AI didn't.

Today
  • Scripts
  • Hope
  • Late nights
  • Spreadsheets
With JAGNAUT
  • Intent
  • Proof
  • Self-correction
  • One source of truth

One fleet.
One truth.

EdgeData centreNeocloudHyperscalerModel APIs
What we're building

Two products. One standard.

JAGNAUT

Say what's true. We keep it true.

  • Fleet-scaleThousands of sites, one move.
  • Quality-gatedOnly what passes ships.
  • AnywhereEdge to cloud. Online or not.
  • AccountableEverything on record.
Raydial

Heavy AI, on your terms.

  • TrainWhere the data lives.
  • ServeOn hardware you own.
The agentic era

Soon, AI will run your AI.

Be ready.

Speed

Machine pace.

Standards

Your bar, enforced.

Control

Your call, always.

Running AI at scale?

We're choosing a few design partners.

hello@jagnaut.io