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ELEMENT 31

SUBSTRATE

Every robot on the floor, answered inside its latency budget, with the record kept on site.

E31.AI · Service specifications live on the platform site.

Visit e31.ai

WHAT IT DOES

The hardware is the pool. Substrate is why a floor can depend on it.

Serve every robot that asks

Perception, decision, and language models, shared across the fleet, answered over the site network.

Hold each robot's latency budget

Every request carries a deadline. Miss it and the robot falls back to what it carries, and stops when it should.

One pool for every vendor

Each vendor's software connects for the models it needs. Its robots and safety logic stay as they are.

Adapt on the floor's own captures

Models improve on what the building saw today, on the pool, with nothing leaving the site.

Keep the record

Who asked, what they were shown, which model answered, and when. Replayable, on site.

Run the site's tasks

Agency Studio publishes tasks on the Grid with bounds, named approvals, and a run record.

ARCHITECTURE

One stack, sealed onto the node.

Preloaded and sealed with the appliance, so the stack that is reviewed is the stack that runs.

INTEGRITY

Nothing runs that was not signed. Nothing joins that was not attested.

ATTESTED

A node proves what it is running before it joins the pool or accepts a request.

SIGNED UPDATES

Models and software arrive as signed bundles, by media on air-gapped sites. Nothing changes without a signature.

MODELS

Open models, run on the pool.

Weights the site holds, fixed at provisioning, refreshed only by signed bundle.

  • LlamaMeta
  • gpt-ossOpenAI
  • GemmaGoogle DeepMind
  • QwenAlibaba
  • DeepSeekDeepSeek AI
  • MistralMistral AI
  • KimiMoonshot AI
  • GLMZ.ai
  • PhiMicrosoft
  • NemotronNVIDIA

REPRESENTATIVE OPEN-WEIGHT FAMILIES. THE SET FOR A DEPLOYMENT IS SELECTED AT PROVISIONING AND PINNED. ALL NAMES AND MARKS BELONG TO THEIR OWNERS.