Don't just monitor AI failures.
Stop them.
AI agents leak customer data, get stuck in loops, and waste tokens on conversations that go nowhere. VeriOps catches every failure before it reaches your customers.
VeriOps monitors every agent operation in real-time
Your Agents Are Failing Right Now
We analyzed 660 real customer service conversations. The results are alarming.
PII Leaks
instances found
Agents send SSNs, emails, and phone numbers directly to customers. Every leak is a compliance violation.
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Token Waste
of tokens wasted
45% of all agent tokens are spent on conversations that never resolve. That budget goes straight to waste.
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Agent Loops
of agents loop
1 in 3 agents gets stuck calling the same tool repeatedly. Nobody notices until the bill arrives.
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VeriOps Catches What Others Miss
Real output from Claude Sonnet. Same conversation. VeriOps auto-redacted all PII before it reached the customer.
Agent Response
Name: Sarah Johnson
Email: sarah.johnson@email.com
Phone: 555-867-5309
SSN: 123-45-6789
Agent Response
Name: Sarah Johnson
Email: [EMAIL REDACTED]
Phone: [PHONE REDACTED]
SSN: [SSN REDACTED]
One Line of Code. Four Layers of Protection.
Add VeriOps to your existing agent in seconds. No configuration. No API dependency.
from veriops.langchain import VeriOpsCallback
# One line — that's it
handler = VeriOpsCallback()
agent.invoke(input, config={ "callbacks": [handler] })
What No Other Tool Can Do
Six capabilities that exist only in VeriOps. Not in Galileo. Not in LangSmith. Nowhere else.
Predictive PII
Predicts which tool calls will return PII before they execute. Auto-enables redaction proactively.
Auto-Redaction
SSN → [SSN REDACTED]. Automatically. Before the customer ever sees it. Zero latency.
Loop Breaking
Detects agents calling the same tool repeatedly. Breaks the loop at call 3 and suggests alternatives.
Token Savings
Identifies and eliminates wasted operations. Escalates failing conversations before they burn your budget.
Early Escalation
After just 3 operations, VeriOps knows if a conversation will fail. Recommends human handoff in time.
Per-Client Learning
Trains a custom model on your data. Gets smarter with every conversation. Your model, your moat.
See the Difference In Real-Time
Without VeriOps, you're flying blind. With VeriOps, every problem is visible and fixable.
Validated on public benchmarks
Tested on 660 real GPT-4o conversations, 1,000 RAGTruth responses, and 528,000 agent operations.
Stop Flying Blind.
Start Protecting Your Agents.
Free tier includes health monitoring, PII detection, injection detection, and LangChain integration. No credit card required.