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OpenClaw.Management

VIDEO — 12 MINUTES

The Deployment Cliff: What You're Not Seeing

A 12-minute overview of how AI agent deployments degrade silently — drawn from 247 live production audits.

Video Coming Soon

In the meantime, read about the Deployment Cliff below.

From 247 Live Production Audits

These aren't averages from demos. They're from real deployments running real business operations.

$1,640/mo
Median monthly API waste

Unoptimized model routing and redundant API calls nobody was monitoring.

23%
Hidden error rate

Errors that don't crash the agent — they just produce wrong outputs.

3.2
Avg unpatched CVEs

Known vulnerabilities sitting in production for an average of 67 days.

41 days
Avg silent failure window

The time between when something breaks and when someone notices.

What Clients Say After Their First Audit

We found 6 of the 9 documented vulnerabilities active in our deployment. Our transaction coordination agent was logging financial information in a web-accessible directory. I did not sleep well for a few days after that. We have been on the management plan for four months now. The peace of mind alone is worth it.

James Aldridge, Principal
Aldridge Real Estate Group
6 critical vulnerabilities remediated

My API spend dropped from $440 to $210 in the first billing cycle. That is $230 a month I was just burning without knowing it. The management plan costs $499 -- the optimization savings cover close to half of that before you count anything else.

Kelly Marsh, Founder
Marsh Marketing
$230/mo API savings, 47.7% reduction

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