Bring AI into customer service, legal, quality, audit, data analysis, and operations workflows.
A unified Web console for natural-language operations that connects knowledge Q&A, operational queries, execution guidance, intelligent inspections, and root-cause analysis into a complete workflow from questions to decisions.
Addresses fragmented VMware private-cloud operations, where information is spread across vCenter, Aria, and logging platforms and troubleshooting requires manual correlation. Combines the vmware-monitor, aiops, aria, log-insight, debug, and pilot Skills to provide natural-language health checks, alert correlation, root-cause analysis, capacity forecasting, and VM power operations, cloning, migration, and batch deployment. Disruptive operations present their impact before execution and require confirmation; multi-step changes follow an approval workflow and record rollback actions. Scope: vSphere 7/8/9 and VCF; does not replace backup or monitoring systems.
Addresses manual, item-by-item virtualization compliance checks and delayed detection of configuration drift. Built on vmware-harden, with baselines for China MLPS 2.0 Level 3, CIS, vSphere SCG, PCI DSS, and NIS2, plus custom YAML baselines. Performs read-only scans and reports violations, drift events, and remediation recommendations; remediation is executed through the vmware-pilot approval workflow. Checks that cannot be collected are marked undetermined and are not counted as compliant. Scope: vSphere, ESXi, and NSX configuration items; does not replace a formal assessment by an MLPS evaluation body.
Addresses fragmented protocols and data in industrial operations and reliance on senior experts for troubleshooting. Based on iaiops, it uses natural language to read data from PLCs, sensors, building systems, and power equipment; perform threshold and trend analysis, cross-protocol troubleshooting, and OEE analysis; and provide remediation recommendations. Device-parameter changes require a rehearsal, approval by a named approver, and dual confirmation, with hash-chain audit records throughout. Scope: enhances existing SCADA and historians; does not replace safety interlocks or DCS. It has not yet been validated on live industrial equipment and is suitable for an initial pilot.
Query key metrics, analyze enterprise profitability and risk to prepare financial analysis reports, and assist with tax-policy interpretation and filing.
Use policy requirements, business data, and audit working papers to organize audit priorities, verify supporting materials, and track remediation items.
VSTECS MaaSLink