AI insights for Intelligent workloads

Important

AI insights are in Public Preview with specific availability requirements.

AI insights provide AI-powered summaries of your workload's health, performance trends, and potential issues.

Requirements

Intelligent workload created
Sufficient observability data
AWS infrastructure only (not available on Azure)
Not available to FedRAMP customers

Generate insights

Open your intelligent workload
Click Generate insights
Review the AI-generated summary

Insights analyze only data visible on your workload page and are generated on-demand.

What insights include

Health overview:

Your workload is healthy with 12 entities reporting normal status.
Response times are within expected ranges.

Performance trends:

Throughput increased 23% in the past hour while maintaining stable
response times.

Entity highlights:

- payment-service: Response time +40ms (within SLA)
- user-db: Connection pool at 78%, approaching threshold
- checkout-api: Error rate below 0.1%, optimal

Recommendations:

Investigate database connection pool trend. While not critical,
usage may require scaling if traffic continues growing.

Best practices

Generate insights when first viewing a workload or after alerts
Verify AI observations against actual metrics
Use insights as starting point, not replacement for analysis
Regenerate after significant changes

Limitations

Analyzes only currently displayed data
Cannot access other workloads or accounts
Provides observations, not root cause analysis
May occasionally misinterpret complex patterns

Prudence

Always verify AI insights against actual data before taking action.

Troubleshooting

Button disabled

Reasons:

Azure infrastructure (not supported)
FedRAMP account (AI features disabled)
Feature not available to your account

Resolution: Contact your account team to verify infrastructure and feature access.

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