Sovereign, auditable,
dual-use.
Safety-critical embodied AI for humanity and defence. Every action passes a signed, auditable Guardian filter that vetoes unsafe behaviour; red-lines are enforced in hardware and policy; and deployment is on-prem by default - weights and data never leave your control.
Guardian action filter
A signed L4 layer sits between reasoning and actuation, vetoing any action that violates policy - before a motor ever moves.
Red-line enforcement
Hard operational limits - battery, proximity, geofence, contact - enforced independently of the model’s intent.
Auditable by design
Every decision is signed and logged to a ledger, so operators can reconstruct exactly what happened and why.
On-prem & air-gap
Runs entirely on sovereign GB10 / DGX nodes on your own estate, air-gapped where the mission needs it.
Human-in-the-loop
Propose-only agents; nothing auto-applies to live systems. Humans promote, Guardian signs, the ledger records.
Sovereign identity
Signed weights and checkpoint lineage mean you always know which model made which decision on which body.
MOTHER DeepVision
The sovereign vision model powering MOTHER DEFENCE and the OverWatch security & surveillance system - detection, tracking and scene understanding on-prem.
Military-veteran leadership
Led by military veterans and built for defence-grade accountability, with a full audit trail and air-gapped operation by default.
Safety as an architecture, not a setting
Defence-grade autonomy cannot rely on a well-behaved model. MOTHER Defence separates reasoning from authority: the CORE brain proposes, but a Guardian layer with its own signed policy holds veto power over every actuation. The same layered stack (L0 motor → L4 Guardian) that drives MOTHER EXO robotics enforces safety here.
- Signed action filter (L4)
- Independent red-line hardware
- Immutable decision ledger
- On-prem / air-gapped serving
- Human-promoted changes only
- Full checkpoint provenance
Dual-use, sovereign, accountable
Built for safety-critical, dual-use deployment where auditability is non-negotiable - from critical infrastructure to defence. British sovereign throughout: designed, owned and trained in the UK, served on UK infrastructure.
OverWatch - sovereign ISR & security
OverWatch pairs MOTHER DeepVision with the CORE reasoning backbone for security and defence - persistent surveillance, threat assessment and decision support, deployed on sovereign UK infrastructure with a signed action filter and immutable audit trail.
- MOTHER DeepVision perception
- CORE-Defence threat assessment
- Guardian signed action filter
- Air-gapped · full audit trail
- Immutable decision ledger
- UK data sovereignty
Autonomy you can account for.
Request a technical briefing on MOTHER Defence, the Guardian architecture and sovereign deployment.
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