AI cost anomaly detection that catches spend spikes before your invoice does
A prompt regression, retry loop, or model upgrade can 10x your LLM costs overnight. AI Vyuh FinOps learns your normal spend patterns and alerts you the moment something deviates — hours or days before it shows up on a provider dashboard.
How AI cost anomaly detection works
We build a baseline of your normal spend patterns, then flag deviations automatically. No manual threshold tuning required.
Learns your baseline
After a few days of token cost data, the system establishes per-feature, per-model, and per-team spend baselines. It adapts to your natural usage cycles (weekday vs. weekend, peak hours).
Detects deviations
When a feature's token usage spikes beyond its normal range, when a model switch silently increases cost-per-call, or when total spend accelerates beyond trend — the system flags it.
Alerts with context
Every anomaly alert includes what changed, when it started, which feature or model is responsible, and the projected cost impact if the trend continues.
Common AI cost anomalies we catch
Prompt regressions
A code change makes a prompt 3x longer without anyone noticing. Token usage spikes, cost follows. The system detects the per-call cost increase and traces it to the specific feature.
Retry loops and infinite chains
An agent enters a retry loop or a chain-of-thought runs away. Call volume spikes dramatically for a single feature. Anomaly detection catches it within minutes.
Silent model upgrades
A provider upgrades your default model to a more expensive version. Per-call cost increases without any code change. The system detects the cost drift and identifies the model change.
Traffic spikes with cost implications
A feature goes viral and LLM calls scale faster than expected. The system projects end-of-month cost and alerts you before you blow through your budget. Pairs with budget alerts and token cost tracking for full coverage.
Stop surprise AI bills
Free tier includes anomaly detection for up to 10K API calls/month. No credit card required.
Start FreePart of the AI Vyuh portfolio. Also see: AI Agent Security · AI Code QA