diff --git a/config/_default/menus/main.en.yaml b/config/_default/menus/main.en.yaml index c3376639166..d95574e7895 100644 --- a/config/_default/menus/main.en.yaml +++ b/config/_default/menus/main.en.yaml @@ -1519,6 +1519,11 @@ menu: identifier: bits_ai_agent_builder parent: bits_ai weight: 6 + - name: Bits Data + url: bits_ai/bits_data + identifier: bits_data + parent: bits_ai + weight: 7 - name: Dashboards url: dashboards/ pre: dashboard diff --git a/config/_default/params.yaml b/config/_default/params.yaml index d6f6316667b..103861d2c81 100644 --- a/config/_default/params.yaml +++ b/config/_default/params.yaml @@ -296,6 +296,7 @@ unsupported_sites: backstage: [gov,gov2] bits_ai: [gov,gov2] bits_ai_sre: [gov,gov2] + bits_data: [gov,gov2] byoti: [gov, gov2] case_management: [gov,gov2] ci_visibility: [gov,gov2] diff --git a/content/en/bits_ai/_index.md b/content/en/bits_ai/_index.md index 13736190f51..659fbed4c45 100644 --- a/content/en/bits_ai/_index.md +++ b/content/en/bits_ai/_index.md @@ -36,6 +36,7 @@ Bits AI is your agentic teammate in Datadog, built to automate development, secu {{< nextlink href="bits_ai/bits_ai_security_analyst" >}}Triage security threat signals with Bits AI Security Analyst{{< /nextlink >}} {{< nextlink href="bits_ai/bits_assistant" >}}Explore your observability data with Bits Assistant{{< /nextlink >}} {{< nextlink href="bits_ai/mcp_server" >}}Get observability insights from AI agents with the Datadog MCP server{{< /nextlink >}} + {{< nextlink href="bits_ai/bits_data" >}}Explore your business data in natural language with Bits Data{{< /nextlink >}} {{< /whatsnext >}} ## Further reading diff --git a/content/en/bits_ai/bits_data/_index.md b/content/en/bits_ai/bits_data/_index.md new file mode 100644 index 00000000000..471c06e2b32 --- /dev/null +++ b/content/en/bits_ai/bits_data/_index.md @@ -0,0 +1,72 @@ +--- +title: Bits Data +description: "Ask questions about your business data in natural language. Bits Data writes the queries, runs them against your data warehouse, and returns answers without SQL or dashboard hunting." +further_reading: +- link: "/notebooks/" + tag: "Documentation" + text: "Build analyses in Datadog Notebooks" +- link: "/dashboards/" + tag: "Documentation" + text: "Datadog Dashboards" +- link: "/ddsql_editor/" + tag: "Documentation" + text: "Query data with DDSQL" +cascade: + site_support_id: bits_data +--- + +{{< callout url="http://datadoghq.com/product-preview/bits-data" >}} +Bits Data is in Preview. Click Request Access to join the Preview program. +{{< /callout >}} + +## Overview + +Bits Data is an agentic AI tool that lets you explore and analyze your business data through natural language. Ask questions about your revenue, customers, support, or sales pipeline. Bits Data identifies the relevant tables, writes the SQL, runs it against your connected data warehouse, and returns the results. Combine business data with your Datadog observability data in dashboards, notebooks, and [DDSQL][1] queries. + +## Use cases + +- Ask ad-hoc business questions without writing SQL. +- Combine business and observability data in a single analysis. +- Save reusable [skills](#skills) for repeated workflows. +- Pull results directly into a [Datadog Notebook][2] for further analysis. + +## Sample questions + +Ask Bits Data questions like: + +- `What is the ARR for top customers this quarter?` +- `Which products have the most active customers?` +- `What is the monthly support ticket volume trend?` +- `Which products have the highest open ticket count?` +- `Which deals have been in negotiation longer than 30 days?` +- `What is the company headcount by office location?` + +## How it works + +1. Type a question in natural language. +2. Bits Data identifies the relevant tables, writes the SQL, and runs it against your connected data warehouse. +3. Results are returned as a table you can explore. +4. Save the results to a notebook, refine the query, or turn it into a skill. + +## Query contexts + +Query contexts are curated instructions per data domain, such as Product or Sales. Each context tells Bits Data which tables to use, which filters to apply, and which edge cases to avoid. Query contexts are what make Bits Data accurate and consistent. Data teams maintain query contexts so analysts get reliable answers across the team. + +## Skills + +A skill is a saved set of instructions that Bits Data can execute on demand. Use skills to automate repeated workflows. For example, save a skill that returns weekly support ticket trends by product. You can then run the skill without rephrasing the question each time. + +## Permissions + +Bits Data only accesses data you have permission to query in your connected data warehouse. To expand your access, use your data warehouse's standard access workflow. + +## Accuracy + +Bits Data works well for most questions, but its answers are generated by an AI model. Verify the underlying query and data sources before using results for important decisions, presentations, or external reporting. + +## Further reading + +{{< partial name="whats-next/whats-next.html" >}} + +[1]: /ddsql_editor/ +[2]: /notebooks/