Observability data was locked behind 10 experts. An AI assistant now lets support and engineering run complex queries without writing code.
A provider of enterprise governance, risk, and compliance software manages a high-throughput continuous integration pipeline running hundreds of concurrent workflows.
Only 10 experts knew how to access observability data, while 100 people across support and engineering needed it but lacked the necessary query...
“There’s maybe three people on my team, and 10 people on the Infra team who are Grafana experts. And yet, we have 100 people on the Product, Engineering, and Support teams who need access to that data to better do their jobs.”
Transform how you manage risk with Optro (formerly AuditBoard). The AI-powered GRC platform trusted by over 50% of the Fortune 500. Learn more.
Open source observability platform for monitoring, visualization, and data analysis.
Optro's System monitoring is part of this use case:
Related implementations across industries and use cases
Complex queries bottlenecked access to insights. Agents now translate plain language into expert dashboards and root cause analysis.
Auditors spent six hours manually preparing each review. Models now validate evidence, freeing experts to focus on analysis.
Reviewers struggled to predict how code ripples through the system. AI now flags cross-service risks that cause outages.
Engineers lacked visibility into a slow AI agent. Rebuilt low-level tracing exposed critical bottlenecks and accelerated LLM responses.
Black-box AI logic hid costly retry loops. Granular traces exposed redundant tool calls, enabling engineers to optimize agent reasoning.
Experts spent 15 minutes pulling data from scattered systems. Natural language prompts now generate detailed reports instantly.
Protecting users from harmful on-device AI required internet. A powerful safety AI now runs directly on the PC, guarding users even when offline.
Observability data was locked behind 10 experts. An AI assistant now lets support and engineering run complex queries without writing code.
A provider of enterprise governance, risk, and compliance software manages a high-throughput continuous integration pipeline running hundreds of concurrent workflows.
Only 10 experts knew how to access observability data, while 100 people across support and engineering needed it but lacked the necessary query...
“There’s maybe three people on my team, and 10 people on the Infra team who are Grafana experts. And yet, we have 100 people on the Product, Engineering, and Support teams who need access to that data to better do their jobs.”
Transform how you manage risk with Optro (formerly AuditBoard). The AI-powered GRC platform trusted by over 50% of the Fortune 500. Learn more.
Open source observability platform for monitoring, visualization, and data analysis.
Optro's System monitoring is part of this use case:
Related implementations across industries and use cases
Complex queries bottlenecked access to insights. Agents now translate plain language into expert dashboards and root cause analysis.
Auditors spent six hours manually preparing each review. Models now validate evidence, freeing experts to focus on analysis.
Reviewers struggled to predict how code ripples through the system. AI now flags cross-service risks that cause outages.
Engineers lacked visibility into a slow AI agent. Rebuilt low-level tracing exposed critical bottlenecks and accelerated LLM responses.
Black-box AI logic hid costly retry loops. Granular traces exposed redundant tool calls, enabling engineers to optimize agent reasoning.
Experts spent 15 minutes pulling data from scattered systems. Natural language prompts now generate detailed reports instantly.
Protecting users from harmful on-device AI required internet. A powerful safety AI now runs directly on the PC, guarding users even when offline.