# Get reliable answers to business questions with Bits Data Analysis

DevFeed: [Get reliable answers to business questions with Bits Data Analysis](<https://devfeed.tech/articles/get-reliable-answers-to-business-questions-with-bits-data-analysis-2234.md>)

Original publisher: [Read original article](<https://www.datadoghq.com/blog/bits-data-analysis/>)

Author: Jonathan Morin; Jonathan Parisot; Harel Shein

Published: 2026-06-09T00:00:00Z

Content type: article

Language: en

Sources: [Datadog | The Monitor blog](<https://devfeed.tech/sources/datadog-the-monitor-blog.md>)

Topics: [Data analysis](<https://devfeed.tech/topics/data-analysis.md>), [data observability](<https://devfeed.tech/topics/data-observability.md>), [semantic-layer](<https://devfeed.tech/topics/semantic-layer.md>), [SIEM, Security, Observability](<https://devfeed.tech/topics/siem-security-observability.md>), [Model Context Protocol](<https://devfeed.tech/topics/model-context-protocol.md>), [ai-coding](<https://devfeed.tech/topics/ai-coding.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-coding](<https://devfeed.tech/tags/ai-coding.md>), [analytics](<https://devfeed.tech/tags/analytics.md>), [bits-ai](<https://devfeed.tech/tags/bits-ai.md>), [data-analytics](<https://devfeed.tech/tags/data-analytics.md>), [data-engineering](<https://devfeed.tech/tags/data-engineering.md>), [data-observability](<https://devfeed.tech/tags/data-observability.md>), [digital-experience-monitoring](<https://devfeed.tech/tags/digital-experience-monitoring.md>), [mcp](<https://devfeed.tech/tags/mcp.md>), [observability](<https://devfeed.tech/tags/observability.md>), [root-cause-analysis](<https://devfeed.tech/tags/root-cause-analysis.md>), [semantic-layer](<https://devfeed.tech/tags/semantic-layer.md>)

## AI overview

Bits Data Analysis, now in Preview, helps teams answer business questions with governed context from their data stack and Datadog telemetry. It uses metric definitions, lineage, freshness, quality signals, application telemetry, and source code to select appropriate data and provide confidence indicators with links to the definitions and tables used.

## Source excerpt

Learn how Bits Data Analysis answers business questions using governed data context from Datadog.