Two product lines · one substrate

Governed AI compute.
Resilient autonomy.

Governed AI compute for the enterprise, and resilient autonomy for the tactical edge — built on one substrate. A thin client issues intents; the substrate enforces.

One Company, Two Operating Environments

Different customers, different environments — and one engineering substrate underneath.

01

AutoScaleWorks AI Command and Control

Enterprise and program GPU fleets

An operator console over a governed substrate: a heterogeneous GPU fleet across clouds and hardware, the agents that act on it, and a boundary that decides what each agent may do — with the reason recorded.

  • ✓ Fleet, routing and utilization across clouds
  • ✓ RAG, chat and agents on GPUs you choose
  • ✓ Agent containment with a tamper-evident record
Explore AI Command & Control →
02

TALON-EDGE Alternative Navigation

Tactical edge — air, ground, maritime

Resilient autonomy where the cloud cannot reach: alternative navigation that holds when GPS does not, collaborative targeting, and counter-swarm decision-making with no central node.

  • ✓ Alternative navigation in PNT-denied conditions
  • ✓ Collaborative aided target recognition
  • ✓ Decentralized counter-swarm decision layer
Explore TALON-EDGE →

What Both Products Share

The same engineering underneath — which is why two product lines are not two companies.

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A capability graph

What an agent or a platform may reach is decided from a graph of capabilities, not a rule list. The same decision applies to a tool call on a GPU fleet and a permitted action at the edge.

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Measured, not asserted

Every claim is backed by a test harness — energy, decision time, behaviour under denial. Nothing ships as an adjective.

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A record that survives audit

One record per decision, with the basis that produced it, tamper-evident and verifiable offline. Evidence, rather than a log.

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Runs where the hardware is

A laptop, a private data centre, multiple clouds, or a small airframe. The boundary never assumes a network it may not have.

Two markets, one substrate. The governance layer built for a GPU fleet is the same layer that decides what an autonomous platform may do.

What Runs Today, and What Comes Next

Saying plainly what is not yet built is what makes the rest believable.

Running today

Governed agent sandboxes live across multiple public clouds and local substrates behind a single broker; governed replay and live decision streams in the console; and the core of the PNT-denied navigation work implemented and scored against its program requirements.

Specified, not yet built

Large-language-model training and inference on the fleet; microVM and bare-metal substrates; the full alternative-navigation system around its proven core; and patent-pending encryption for the wire.

Request a Briefing

Architecture, results and demonstrations are available to program offices and enterprise teams under NDA.

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