AI troubleshooting

A3 Analytics provides an agentic operational intelligence layer for automated and self-driving labs. Its A3 platform connects heterogeneous lab equipment, data, and knowledge to investigate failures, improve uptime, and increase experimental throughput. It also serves scientific-instrument manufacturers with AI-powered troubleshooting and root cause analysis for field service.

agentic operational intelligencedowntime recoveryfield service supportknowledge managementnatural language investigationroot cause analysis

Netradar (Celltrum Ltd.) is a Finnish company based in Espoo that provides AI-powered network intelligence solutions. Its hybrid measurement technology integrates passive and active measurement methods to collect data directly from end-user devices, delivering insights into cellular and WiFi network performance for network operators, regulators, private network providers, and critical communications providers.

AI algorithmsdata collection via SDKhybrid measurement technologynetwork optimization analyticsnetwork performance testingpassive and active measurement

RIOT Industrial is a suite of software products that automate industrial processes and allow operators to monitor, analyze, troubleshoot, and control machines remotely. Its cloud-based SCADA solution combines SCADA with AI to cut unplanned downtime, offering mobile visibility into operations and advanced analytics. The company is headquartered in Lubbock, Texas, with team members in Houston, Austin, Philadelphia, Ruther Glen, Los Angeles, and Atlanta.

Advanced analyticsAI data analysiscloud SCADAedge computingindustrial process automationremote machine monitoring and control