Operations | Monitoring | ITSM | DevOps | Cloud

Today, we rolled out AlloyScan 26.7, bringing centralized visibility into critical Windows issues, stronger control over site access, simpler macOS agent deployment, and more efficient network communication. Here are the details.

Summary Physical AI—machines and industrial systems that sense conditions, reason, and act in the real world—needs two things from operational data: detailed history for training, and real-time telemetry for inference. Traditional data historians weren’t built for either at the speed Physical AI requires. Four gaps result: limited real-time access, compression that strips model-relevant signal, IT/OT fragmentation, and site-by-site architectures.

Much of what the Microsoft 365 audit log records as user activity is the platform itself. Twelve patterns that look like exfiltration, password spray or privilege escalation, and what each one really is.

A reference mapping MITRE ATT&CK techniques to the SharePoint, OneDrive and Entra ID audit events that actually evidence them, with the detection signal for each.