Shared agentsAlerts
Real-time and scheduled, built for scale.
- Reliability & Incident Management
//AI Assistant
AI Assistant.Ask in plain English.
No SQL required, answers in seconds. Explore observability data, build dashboards, and set alerts in plain English.
Queries
No SQL required
Ask a question in plain English, get a ready-to-run query.
Investigation
Root cause in one prompt
Errors summarized and patterns surfaced without scanning logs by hand.
Dashboards
Dashboards from a sentence
Describe what you want to see and get panels generated in seconds.
//Overview
What is an observability AI assistant?
An observability AI assistant lets people ask questions about their telemetry in plain language and get answers, queries, dashboards and alerts back, without learning a query language.
The DataObserve Sense AI Assistant writes schema-aware SQL from your streams and field names, detects patterns, analyses deployments, builds SLO dashboards and creates alerts from a sentence.
//Answers without a query
Ask, investigate, build
Conversational SQL
Any question becomes the correct SQL, ready to run.
Instant data context
Key fields, patterns, and top values for any anomaly.
Pattern detection
Top errors broken down into recurring patterns and spikes.
Deployment-aware analysis
Log behavior compared across time windows to surface regressions.
SLO dashboards
Burn-rate and error-budget panels generated for you.
Natural language alerts
Describe a condition; get the query and threshold.
//Explore more withDataObserve
More from Sense · Reliability & Incident Management
Incidents
Logs, metrics, and traces correlated the moment an incident fires, so your team triages and resolves with the full picture.
- Reliability & Incident Management
SLOs
Define what working means, measure it continuously, and alert on how fast you're burning error budget, on the engine that holds your logs, metrics, and traces.
- Reliability & Incident Management
AI SRE
A 24/7 AI SRE that starts investigating the second an alert fires, so you arrive to root causes instead of raw telemetry.
- Reliability & Incident Management
//FAQs
AI Assistant: questions teams ask
Do I need to know SQL?
No. Ask in plain English and it writes the query.
How does it know my data?
It uses your streams, field names, and dashboards to write schema-aware queries.
Can non-engineers use it?
Yes. Product managers and analysts can ask about performance and errors directly.
What is the difference between the AI Assistant and the AI SRE?
The AI Assistant answers questions you ask. The AI SRE investigates incidents on its own the moment an alert fires.
Does the AI Assistant see all my data?
It works within your permissions, using the streams, fields and dashboards you can already access.
