AI infrastructure, built different

Three products.
One platform.
Limitless potential.

Varion Technologies combines autonomous software delivery, AI compute efficiency and input-token optimisation in one focused product family.

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Three products

Choose the outcome you need.

Adopt each Varion product independently.

Software delivery

Varion Forge

Move from idea to validated software faster.

Build → TestClosed loopAuto repairFailure evidenceEvidenceVerified delivery
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AI compute efficiency

Varion Compute

Validated up to 36.4% lower energy per generated token and 131.4% higher generation throughput on the current NVIDIA A40 evidence set.

-36.4%Energy / token+131.4%Throughput100%Identical output
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AI input efficiency

Token Optimisation

Reduce eligible AI input-token spend and validate the result before rollout. Optional NVIDIA CUDA acceleration is available for supported high-volume retrieval workloads, with automatic CPU fallback.

Measure firstBefore rolloutCPU / GPUSupported pathsFlexibleProvider choice
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36.4%lower energy / generated token
131.4%higher generation throughput
100%identical validated greedy output
1.5BQwen model validated on A40

Compute figures are from completed NVIDIA A40 validation runs and are workload-specific. Broader hardware validation is ongoing.