Sovereign AI infrastructure · Verificate Pty Ltd

Deterministic decisions,
at vertical scale.

Three products, one substrate. Run large models on CPUs, let a Decision Transformer own the decision, and gate every AI output against reality — sovereignly, auditably, with zero egress.

411–814×
cheaper reactive recompute vs strong baselines
0/10k
argmax mismatches — bit-exact CPU engine
~0.7ms
median projection at 315k live entities
0
GPU & zero network egress in the loop
Three core products

The stack that runs governed decisions.

The third path

Not a bigger brain.
Not another wrapper.

Generalist LLMs re-reason every decision from scratch — slow, non-reproducible, and biased where the right answer is often "do nothing." Rules engines are deterministic but blind to the full state and impossible to maintain at scale.

Verificate builds the missing layer: a learned, deterministic policy over the complete forward-projected state — auditable like a rules engine, adaptive like a model, narrated (never decided) by an LLM.

Same input → same outputYes, to the bit
State the model seesFull forward projection
Latency per decision~0.6–5 ms, on CPU
Audit lineagePer-decision, native
Adapts to driftContinual, seconds on CPU
Data egressZero — sovereign

Academic or commercial access — let's talk.

Book a call to discuss licensing HELIX, seeding a category-scale Decision Transformer, or trialling the governed MCP validation server in your environment.