THE VARI APPLIANCE / INDEPENDENT EVIDENCE GATE

The box that decides before AI acts.

A complete, sealed verification appliance. Compute, independent verifier models, deterministic policy checks and the execution gate are integrated in one system. Your team approves the records and permissions. VARI checks the evidence before consequential actions are released.

Buy the box. Plug it in. Run the installer. Approve your systems of record. Start verifying.

VARI sealed appliance in a DGX Spark-inspired desktop form factor with champagne-metal enclosure and VARI branding
VARI SEALED APPLIANCE · DGX Spark-inspired industrial design direction

The appliance experience

Buy the box. Plug it in. Run the installer.
Approve your systems of record. Start verifying.

01 / BOXA complete, preconfigured VARI appliance
02 / CONNECTConnect the appliance to your controlled network
03 / INSTALLValidate the signed installation and run commissioning checks
04 / APPROVEGrant narrowly scoped access to designated records
05 / VERIFYTest the gate, then authorize supported actions

Product deployment design. The sealed appliance and automated commissioning are being developed; the signed evaluation kit, Blackwell measurements and local installer dry-runs are internal evidence, not a claim that customer units are shipping.

See the appliance design and measured reference hardware →
Your records. Your policy.You establish the authority.
Independent of the agent.Verify frontier and local agents.
Sealed local verifier.Compute and verifier models are supplied as part of the appliance.
The business evidence check

A permitted payment can still be wrong.

An agent may be authorized to call the payroll API. That permission does not establish the amount owed. VARI checks the proposed payment against the records that own each fact.

Five systems. One consequential action.

HR establishes the separation record. Payroll establishes earned salary and previous payments. Compensation establishes commissions due. Time off establishes the earned vacation balance. Your approved policy establishes the rules.

VARI checks the required conditions before releasing the action. Deterministic checks govern the decision; review models address designated interpretation questions. An unresolved condition fails closed.

Illustrative payment below uses synthetic records and policy. It is not a live verification or legal advice.

Final payment requestSynthetic example
Earned salary$4,000.00
Commissions recorded as due$2,000.00
Vacation due in source record$1,200.00
Agent's proposed total$6,800.00
REFUSE

The proposal uses $800 in vacation pay. The designated record establishes $1,200. The $400 difference is unsupported.

VARI sealed appliance, integrated verification hardware in a compact desktop unit
Integrated compute, resident verifier models and a deterministic evidence gate in one sealed appliance.
VARI Appliance

One sealed appliance. Your records. Your execution authority.

01 / CONTROL

Outside the agent.

The agent requests an action. The control point holds the credentials and mediates consequential execution. Deny is the default.

02 / SOVEREIGNTY

Inside your environment.

VARI supplies the hardware, resident verifier models, signed runtime, evidence engine and controlled enforcement interface as one appliance. Customers approve data access and execution policies—not GPUs or model configurations.

03 / EVIDENCE

Independently checkable.

Released and refused actions produce Verified Execution Artifacts. Integrity checks validate offline, without a dependency on VARI's service.

Measured, with boundaries

Measured verification stack. Appliance commissioning under development.

The October 2026 CFG-003 rev 2 evaluation kit completed two internally measured runs on an NVIDIA RTX PRO 6000 Blackwell Server Edition. Each produced 131 valid integrity-verifiable decision certificates. Honest-action median times were 4.562 and 4.476 seconds. Those results establish a reference verifier configuration—not a finished, commercially available sealed unit.

Two measured runsSigned kit v1.4.0, CFG-003 rev 2
Google + IBMGemma 31B Auditor / Granite 30B Adversary
Fail closedUnresolved required evidence blocks the action

Internal measurements, not partner qualification or certification. Decision certificates are integrity-verifiable; independently issuer-signed per-decision certificates are not yet established.

Read the hardware measurements and scope →
The published architecture

Bounded Execution.

Thirty Seven's open-access paper defines eight requirements for mediating consequential agent actions outside the agent, including verification against authoritative records before execution.

Read the Bounded Execution paper
Runtime security establishes the operating boundary.OpenShell and Sentry address runtime boundaries and independent security enforcement.
VARI checks the business evidence.Within that permitted boundary, does the enterprise's evidence support this particular action under its governing policy?
The control point mediates execution.Supported actions can proceed. Unsupported actions are refused or escalated for review.

Architectural distinction, not a claim of integration or partnership. NVIDIA announcement

Design partners

Bring evidence verification into your environment.

Discuss the sealed appliance, approved systems-of-record integration and the path to deployment qualification. Explore the appliance

Discuss the appliance