Visibility into agent and MCP failuresthat actually hit users
Reduce failures, respond faster, and prioritize the improvements that make your AI product reliable.
WE VERIFY AND OBSERVE AI AGENTS BUILT ON:
12,700+
monitored agents
21 million+
lifetime probe units
4,300+
control-enrolled nodes
115
countries represented
Stand out from the pack. With Independent Proof.
Live demo walkthrough
Not procurement-readyStaging · Internal narrative · No independent record
Demos aren't enough.
Buyers need proof it works in production, not another walkthrough.
Over 48 hours, the agent held [stable] policy answers across seven regions. One escalation path fired [correctly] when inventory was missing, then recovered [without hallucination].
Independent evidence buyers can keep.
A shareable record procurement can review, not a screenshot from your own dashboard.
Connect the agent or MCP.
Choose chat, voice, or MCP, then provide the agent or MCP details, broad job type, and interval. Automatic discovery starts after registration.
Register endpoint
Connect an AI agent or MCP server
Monitoring type
Primary job type
Integration type
Endpoint URL
Check every
Alerts & thresholds
Know where it is reachable.
Record connection success, response time, and regional differences from selected external networks.
Customer support agent
Observations from selected residential networks
Virginia, US
Response time
428 ms
Dublin, IE
Response time
512 ms
Singapore, SG
Response time
846 ms
São Paulo, BR
Response time
1.2 s
We test your production agent like a customer.
Then we preserve the result for customer review.
Observed interaction
Residential checks for the customer return path.
All checked steps held
Policy check
Can the customer return an order delivered 18 days ago?
Evidence
30-day return policy followed
Create return
Start a return for order #4821.
Evidence
Return RT-4821 created
Issue label
Create the shipping label for this return.
Evidence
Shipping label issued
See what changed.
Compare stored response previews and verdict histories across runs, regions, and releases.
Day-by-day · Last 9 days (UTC)
Cooler = better for that row · Hotter = worse · Empty = no data that day
Keep the record.
Preserve tested conditions, observations, verdicts, timestamps, and methodology for external review.
AgentStatus validation
Independent record
Return support agent
Observed from residential nodes under recorded conditions. Ready for external review.
AS-20418 · PASSED
Validate the AI agent or MCP server before someone else has to question it.
Present an independent record of tested conditions, observations, and verdicts when an enterprise customer or integrator asks for evidence.
Validate an agent or MCP server