Prismatic Labs · Inference Waste Control
Production AI silently wastes inference.
Agents loop. RAG bloats. Caches miss. And nobody notices until the bill arrives.
Each wasted call runs on data center hardware, drawing electricity from the grid, emitting carbon, and consuming cooling water. Nobody tracks that either.
Vetch stops what happens next: cost, latency, energy, carbon, and water impact stop compounding.
Where waste usually hides
Agent loops
Repeated calls without useful progress.
RAG bloat
Large contexts with low answer yield.
Missing attribution
Spend not tied to feature or customer.
No generic savings claim. Vetch measures your traffic, then estimates avoidable waste from your own metadata.
Mini clicker game: simulated waste only
Observability shows what happened.
Vetch stops what happens next.
Stalled loops
Repeated calls with low progress
Cache misses
Repeated structures not cached
RAG bloat
Large context with low yield
Excessive generation
Long outputs without useful constraint
Open source · Apache 2.0 · Python · pip install vetch
One import. Every inference call tracked, attributed, and ready to stop.
Choose your next step
Run Vetch yourself, or bring us in when the evidence needs a decision.
Install the open-source SDK for free. If a scan surfaces patterns you want help interpreting, Prismatic Labs can review the evidence, design attribution tags, and plan safe production controls.
Self-serve · Free
Install, instrument, and run warn-only reports for any window: hours, a week, or longer.
Startup Review · from £295
Advisory review, 45-minute call, one-page action plan, rough avoidable-spend range.
Team Audit · from £950
Tagging, attribution, spend analysis, recommended policies, engineering/finance summary.
Control Plan · from £2,500
Production rollout plan for warn, kill, and reroute with risk ranking and monitoring.
Enterprise · Custom
Private deployments, security review, regulated environments, and multi-team rollout.
Starting prices. Larger or regulated engagements quoted after discovery.
Prismatic Labs
Open-source inference waste control. Paid reviews help teams attribute spend and plan safe production controls.