About Verificate

Sovereign AI, built in Australia — and running in production.

Verificate builds the execution substrate for governed, deterministic decision intelligence — so any organisation can run capable AI on the infrastructure it already owns, without sending a single byte to a third party.

2025
founded · Sydney, NSW
IBM
Business Partner
UNSW
foundation customer, in production
2
research papers on arXiv
Why we exist

The best AI is the AI you fully control.

Cloud inference means scarce GPUs, unpredictable per-token bills, and sensitive data leaving your boundary. Meanwhile every enterprise already owns racks of capable CPUs. The gap was never the hardware — it was making a serious model run precisely on it, and making its decisions governed enough to trust.

That is the whole of Verificate: sovereign execution, and deterministic, auditable decisions — on your terms.

Founder

Building the inference layer for sovereign AI.

Craig founded Verificate to close the gap between what enterprises are allowed to run and what they can actually deploy. His work spans AI systems engineering, enterprise architecture and applied machine learning — with a single throughline: making capable models run precisely on the CPUs organisations already own.

He designed and built both the HELIX inference runtime and the Decision Transformer decision layer from first principles, took them through production validation on IBM Fusion infrastructure, and delivered the UNSW deployment that is now a live foundation customer. He is the author of Verificate’s two published research papers on inference-level hallucination prevention and typed-state Decision Transformers.

Verificate is founder-led and scaling deliberately — which is why customers get direct access to the person who built the system, not a sales layer in front of it.

Trajectory

From first commit to foundation customer.

2025
Verificate Pty Ltd incorporated
ACN 681 762 818 · Sydney, NSW, Australia
Oct 2025
MCP validation server — beta
Opened to early beta testers
Dec 2025
IBM Business Partnership established
Access to IBM Fusion HPC infrastructure · Granite model integration
Jan 2026
Hallucination-prevention paper
Inference-level hallucination control published to arXiv
Feb 2026
UNSW trial begins
Sovereign CPU inference on the Katana HPC
Mar 2026
Verificate v1.4 into the UNSW trial
Production images across OpenShift, Docker and SIF
May 2026
UNSW becomes foundation customer
Trial converts to production — published case study
Jun 2026
v1.7 at UNSW · EAV-DT paper
Decision Transformer research published to arXiv
Backed by serious infrastructure
IBM
Business Partner · Technology Partner

As an IBM Business Partner, Verificate has access to IBM Fusion HPC infrastructure and the Granite model family. HELIX runs any open model — Granite, Gemma and larger open weights among them — and sits alongside existing watsonx.ai workloads rather than replacing them.

UNSW Sydney
Foundation customer · In production

The University of New South Wales runs Verificate HELIX in production on its Katana HPC — offloading inference to idle CPU capacity and freeing GPUs for research. Read the case study →

Partner with us

Global reach, sovereign by design.

Verificate ships as licensed pods that run entirely inside a customer’s boundary — which makes it deployable in any jurisdiction, on any sovereign cloud, fully air-gapped. We are building the partner network to take that everywhere it is needed.

Headquartered in Sydney · deploying wherever data has to stay.
Technology partners
Model providers, silicon and platform vendors integrating HELIX alongside their own runtime and governance.
Distribution & resell
Regional and sector distributors bringing sovereign inference to government, defence, health and finance.
Sovereign cloud & SI
Sovereign-cloud operators and systems integrators deploying Verificate inside customer boundaries.
Join us

We’re building the team behind sovereign AI.

Verificate is at the point where the technology is proven and the demand is real. We are growing deliberately, and we want people who want to own hard problems end-to-end — not a cog in a large machine. If that is you, these are the areas we are investing in:

Systems & C++ engineering

Low-latency inference runtimes, state projection engines, CPU performance work.

ML research

Decision Transformers, typed state representations, inference-level safety.

Enterprise & GTM

Sovereign, regulated and government accounts — from first call to production.

Introduce yourselfRemote-friendly · Australia-based advantage · direct work with the founder.
Get in touch

Direct briefings, no sales layer.

Enterprise evaluation, sovereign procurement, investor diligence or a strategic partnership — you talk to the people building the product.

Headquarters
Sydney, NSW, Australia
Verificate Pty Ltd · ACN 681 762 818
We take briefings on
  • Enterprise evaluation & deployment architecture
  • Government / sovereign AI procurement
  • Technology & distribution partnerships
  • Investor diligence