Do I need to know SQL or PromQL to use the AI Assistant?

No. The assistant is designed specifically to remove that requirement. You ask in plain English and it generates the correct query, so anyone on your team can work with observability data, not just engineers.

What kind of questions can I ask the AI Assistant?

Ask about error rates, latency, top endpoints, log patterns, deployment changes, field structures, and more. You can also ask it to build dashboards or configure alerts, all from a single natural language prompt.

How does the assistant know about my data schema and streams?

The assistant uses context from your OpenObserve environment, including available streams, field names, and existing dashboards, to generate accurate, schema-aware queries and suggestions rather than generic outputs.

Can non-technical users use the AI Assistant effectively?

Yes. It's designed for exactly that use case. Product managers, business analysts, and team leads can ask questions about service performance, error trends, and user-facing metrics without depending on an engineer to write queries for them.

Does the AI Assistant generate alerts as well as queries?

Yes. Describe your alert condition in plain language and the assistant generates both the SQL query and the alert threshold configuration, ready to activate in OpenObserve without any manual adjustment.

Is the AI Assistant available if I am using self-hosted OpenObserve?

Yes, OpenObserve AI assistant is available in self-hosted OpenObserve enterprise version (Free to use if you are ingesting under 200 GB/Day).

Preview

AI Assistant. Ask in Plain English.

No SQL required. Answers in seconds.

Explore observability data, build dashboards, and set alerts in plain English, no SQL required.

Talk to a Human

No SQL Required

Ask a question in plain English, get a ready-to-run query.

Root Cause in One Prompt

Summarize errors and surface patterns without scanning logs by hand.

Dashboards From a Sentence

Describe what you want to see, get panels generated in seconds.

AI-Powered Analysis

Get Answers Without Writing a Query

Benchmarks

Measured against industry leaders

Same telemetry, same workloads, one platform. Every number is OpenObserve against a named vendor - not an industry average.

vs. Datadog
8×
more cost-effective
8x cost reduction means you can unify your observability into a single platform.
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vs. Elastic
140×
storage efficiency
140x storage means longer retention doesn't necessarily mean expensive bills.
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vs. Grafana stack
5–15×
faster performance
5x to 15x faster queries mean dashboards load in milliseconds, not minutes.
Read case study

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Testimonials

Teams trust OpenObserve to answer their toughest questions

Correlate between the environments and signals across various sources with OpenObserve built-in correlation engine.

“OpenObserve helped us migrate from Datadog in under an hour... reducing observability costs by 4x.”

Lower observability cost

< 1 hour

Migrated off Datadog

Flat pricing

No month-end surprises

AI Assistant FAQs

: No. The assistant is designed specifically to remove that requirement. You ask in plain English and it generates the correct query, so anyone on your team can work with observability data, not just engineers.
: Ask about error rates, latency, top endpoints, log patterns, deployment changes, field structures, and more. You can also ask it to build dashboards or configure alerts, all from a single natural language prompt.
: The assistant uses context from your OpenObserve environment, including available streams, field names, and existing dashboards, to generate accurate, schema-aware queries and suggestions rather than generic outputs.
: Yes. It's designed for exactly that use case. Product managers, business analysts, and team leads can ask questions about service performance, error trends, and user-facing metrics without depending on an engineer to write queries for them.
: Yes. Describe your alert condition in plain language and the assistant generates both the SQL query and the alert threshold configuration, ready to activate in OpenObserve without any manual adjustment.
: Yes, OpenObserve AI assistant is available in self-hosted OpenObserve enterprise version (Free to use if you are ingesting under 200 GB/Day).

Resources

Explore guides, videos, and articles

to help you get the most out of the AI Assistant.

VIDEO

Integration with AI Tools

BLOG

AI-Assisted Monitoring via MCP

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AI Assistant. Ask in Plain English.

No SQL Required

Root Cause in One Prompt

Dashboards From a Sentence

Get Answers Without Writing a Query

Natural Language Queries

Conversational SQL from Any Question

Instant Data Context

Intelligent Log Investigation

Log Summarization & Pattern Detection

Deployment-Aware Change Analysis

Automated Dashboard Generation

AI-Generated Dashboards

SLO & Burn Rate Dashboard Creation

Automated Alert Creation

Natural Language Alert Configuration

Trace & Log Schema Alerts