Quality-gated routing
Set a quality floor per workload. Veriflux never trades below it — it only finds the cheapest path that still clears the bar.
Veriflux sits in front of your model serving and routes each request to the cheapest model and GPU that still clears your quality bar — automatically, per request, in real time.
No rip-and-replace. One endpoint change. Works with your existing models.
Veriflux is a thin routing layer. Point your inference calls at it instead of a fixed model, and it decides — request by request — where each one should go.
A lightweight classifier estimates how hard each incoming request is and what quality threshold it needs to meet, before any expensive model runs.
Easy requests go to small on-prem models; only the genuinely hard ones reach frontier APIs. Batching and spot capacity are used wherever latency allows.
Outputs are checked against your quality bar. Misroutes get escalated automatically and feed back into the router, so accuracy improves over time.
Everything you need to route, cap, and understand GPU cost without touching your model code.
Set a quality floor per workload. Veriflux never trades below it — it only finds the cheapest path that still clears the bar.
Latency-tolerant traffic is packed onto cheaper spot GPUs and batched automatically. Interactive traffic keeps its fast path.
Every request carries a cost tag. See spend by feature, customer, or endpoint — and catch a runaway bill the day it starts.
Hard budget ceilings per workload. When a cap is hit, traffic degrades to cheaper tiers on policy instead of surprising you in the invoice.
Figures describe the opportunity Veriflux targets, drawn from public inference pricing and the request-difficulty mix common in production workloads — not customer results. We're pre-launch.
We'll run a sample of your real request mix through Veriflux and show you the cost curve before you change a line of code.
Book a demo