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tigera

Your AI Agents Are Autonomous. But Are They Accountable?

Apr 17, 2026 By Laura Ferguson In Tigera
Why accountability, not capability, is the real bottleneck for enterprise agentic AI, and what security leaders need to do about it before regulators force the issue. Every enterprise is building AI agents. Marketing has one summarizing campaign performance. Engineering has one triaging incidents. Customer support has one resolving tickets. Finance has one processing invoices.
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MCP Apps: On Call Compensation Report and Service Dependency Graph

Apr 17, 2026 By PagerDuty Inc. In PagerDuty
This April, PagerDuty's MCP server expands with powerful new capabilities across Analytics & Reporting and Business Services. Teams can now surface aggregate incident data, service metrics, and team metrics — giving operators instant access to the operational insights that matter most. On the Business Services side, the release adds business service dependencies, subscriber management, impacted services analysis, and priority mapping. Rounding out the release are two new MCP Apps (on our experimental branch): Service Dependency graph. and an On-call Compensation report.
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iOPEX

The Hidden Knowledge Crisis Behind Every Repeat Truck Roll in Field Service: Can AI Help?

Apr 17, 2026 By iOPEX Technologies , In iOPEX
The organization ran a farewell. Someone brought a cake. And on that same afternoon, roughly 22,000 undocumented decisions, like repair workarounds, asset-specific judgment calls, the kind of pattern recognition that only comes from two decades of showing up, quietly ceased to exist. No system captured them. No handover covered them. They left with the person. This is the operational risk that most field service leaders are misreading.
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6 Ways Ops Teams Can Align AI With Business Impact

6 Ways Ops Teams Can Align AI With Business Impact

Apr 17, 2026 By OpsMatters In OpsMatters
AI adoption is at an all-time high, withover 70 percent of organizations are using AI in at least one core function. Despite the high rate of AI adoption, many operational teams continue to have difficulty answering the question 'Is AI actually benefiting our business?' The challenge lies in the gap between AI systems and actual business results. Bridging the gap requires aligning operational AI with revenues, customers, and growth metrics. Here are actionable steps to transform AI from a technical tool into a measurable business contributor.
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How Autonomous Technologies Are Streamlining Financial Operations for Modern Businesses

How Autonomous Technologies Are Streamlining Financial Operations for Modern Businesses

Apr 17, 2026 By OpsMatters In OpsMatters
Modern businesses are under constant pressure to move faster, reduce costs, and stay compliant in a shifting regulatory landscape. Financial operations sit at the center of that pressure. Tasks like invoicing, reconciliation, reporting, and forecasting have traditionally required heavy manual effort. That is starting to change. Autonomous technologies are stepping in to handle routine processes, reduce errors, and free teams to focus on higher value work.
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