Documentation
XARIV helps engineering teams reduce the time, cost, and uncertainty of building AI systems — from first workload sketch to procurement-ready architecture review.
XARIV is an engineering control plane — not a collection of disconnected calculators. Planning, benchmarking, explainability, optimization, and forecasting are capabilities inside one workflow.
The v1 experience: define, benchmark, analyze, decide. Calculators are optional step 0.
Sizing, latency percentiles, utilization, and eco impact in one view.
Start →Bottleneck classification with ranked optimization actions.
Start →Optional · Step 0
Sanity-check KV cache, GPU memory, cost, and carbon before committing to a full workload analysis in Lens.
Open calculators →Start at Define
Set user growth and workload targets
Start at Benchmark
Compare models and latency profiles
Start at Define
GPU sizing and architecture
Start at Benchmark
Validate p99 SLO before cutover
Start at Decide
Monthly GPU bill and cost per request
Start at Decide
Approve deployment with evidence