runtime enforcement
VERONICA
Know Your LLM Risk Before It Costs You.
5-minute audit. Personalized risk score. See where your LLM calls are unguarded.
See Your LLM Risk Score
pip install veronica-core
Runtime containment layer for LLM systems — bounded behavior, bounded cost.
The Risk Is Real
Friday deploy. Agent hits a retry loop over the weekend.
Monday invoice: $12,420.
With VERONICA: stopped at $49.92.
What Actually Stops It
Hard Cost Ceiling
- Per-call and chain-level budgets
- Blocks execution before the charge lands
Runaway Containment
- Max step + cost budget per agent
- Hard halt, not just an alert
Shared Circuit Breaker
- One service detects — all back off
- Stops cascade across your fleet
Observability != Containment
Observability tells you what happened. Containment stops it.
Observability
- Logs the $18K spike
- Alerts after the invoice
- Shows you what went wrong
Containment
- Halts at $50 ceiling
- Blocks before the charge
- Stops it while it’s happening
Get your risk score in 5 minutes.
See Your LLM Risk Score