Contents
- Overview
- Example Use Cases
- Generating an AI Graph Summary
- Interpreting Graph Summaries
- Working with Summaries
- Permissions and Access
- Using Your Own API Key
- FAQs
Overview
LeanData's AI Graph Summary feature uses artificial intelligence to generate natural language explanations of your FlowBuilder Routing Graphs. This powerful tool automatically analyzes your routing logic and creates summaries that explain what your graph does, how it works, and where there may be opportunities for optimization.
AI Graph Summary helps you understand complex routing configurations by breaking them down into clear business logic, technical details, and actionable recommendations. Whether you're onboarding new team members, troubleshooting routing issues, or optimizing your processes, AI Graph Summary provides the insights you need in an easy-to-understand format.
Please Note: AI Graph Summary is currently only available to LeanData Premium subscribers. If you are a Premium subscriber, please contact LeanData Support to enable the feature.
Example Use Cases
- New Administrator Onboarding: Quickly understand inherited routing graphs without extensive documentation or tribal knowledge.
- Cross-Team Collaboration: Share clear explanations of routing logic with Sales, Marketing, and leadership teams.
- Troubleshooting: Identify potential issues, gaps, or redundancies in your routing configuration.
- Process Optimization: Discover opportunities to improve routing efficiency based on AI-generated recommendations.
- Documentation: Create and maintain up-to-date documentation of your routing processes.
- Knowledge Transfer: Preserve institutional knowledge when team members transition roles.
Generating an AI Graph Summary
From the LeanData App navigate to Routing > [Object] > FlowBuilder, then open a routing graph. You can generate summaries for drafts as well as deployed graphs.
From within a FlowBuilder graph, click the AI Graph Summary button in the upper left toolbar to generate a summary of the currently displayed graph.
If generating a summary for the first time, you can designate if you wish to receive an update in the pop-up modal.
Depending on the complexity of your graph, summary generation can take up to several minutes. You may continue to work on your FlowBuilder graph while the summary generates.
Once complete, the summary will be displayed in a panel with multiple sections:
Please Note: AI Graph Summary can generate summaries and invalid graphs as well. If your graph is invalid, the summary will include a validity warning along with the analysis.
Interpreting Graph Summaries
AI-generated summaries follow a consistent, structured format designed to serve both technical and non-technical audiences. Each summary includes the following sections/tabs:
Summary Tab
The Summary tab provides a high-level overview of the graph's purpose, business outcome, and key structure. This section is written for non-technical stakeholders such as Sales, Marketing, and leadership teams who need to understand what the graph accomplishes without diving into technical details.
Business Logic Tab
The Business Logic section outlines more detail, breaking down into the graph into sections organized by color and node types and plain language description behind the intent of these sections. This tab may include:
- Flow Name & Purpose: A clear description of what the flow is designed to accomplish.
- Graph Groups: Implied or actual graph groups, including their colors and names (if applicable).
- Entry Criteria: What triggers a record to enter the flow.
- Routing Rules: Description of how records are routed by geography, product, named representative, or channel.
- Matching Rules: Objects used for matching and simplified logic (e.g., email match, domain match).
- Conversion & Assignment: When and how leads convert and how ownership is assigned.
- Alerts & Notifications: Any outbound alerts or notifications configured in the flow.
This section also highlights strengths and weaknesses in your business logic, such as robust duplicate detection or missing fallback handling.
Technical Logic Tab
The Technical Logic section provides detailed information for Administrators, Developers, and QA teams. This section includes:
- Entry Node Configuration: Triggering object and fields used to initiate the flow.
- Decision Nodes: Detailed descriptions of all branching logic.
- Match Nodes: Criteria, thresholds, fallback behavior, and tie-breakers.
- Update Nodes: Fields updated, default values, and logic used.
- Convert/Assign Nodes: Logic for record conversion and assignment.
- Alert Nodes: Templates, channels, and conditions for notifications.
- Error Handling & Fail Paths: Behavior when errors occur, including common failure modes.
Throughout this section, the AI embeds contextual and actionable recommendations for improving your technical implementation.
Recommendations Tab
The Recommendations Tab will give a snapshot of the strengths of your graph, highlight gaps and risks, and provide recommendations.
Working with Summaries
Editing Summaries
In the Summary tab, click the pencil icon in the upper right to edit your generated summary. This allows you to add your own details or notes and save it to preserve your edits.
Click the checkmark icon once you are finished with your edits to save them.
Saved summaries are associated with your routing graph and can be accessed anytime from the AI Summary interface.
Please note: any edits you make may be retained as input for future summaries, however, regenerated summaries may overwrite portions of your edited text.
Regenerating Summaries
When you make changes to your routing graph, you can regenerate the summary to reflect those updates:
To regenerate a summary, click the Regenerate icon in the upper right of your summary panel.
The system will analyze the current state of your graph and generate an updated summary.
If you have a previously saved summary, the AI will attempt to preserve consistent tone and structure while incorporating the new changes.
Please Note: The AI can use your previous summary as a base for regeneration, but may overwrite text you have edited manually. Once you regenerate the summary, you will not be able to recover the previous summary.
Exporting Summaries
To export the current summary, click the external link icon to open it in a separate tab.
On the separate tab, you can use your browser's Print to PDF or share capabilities to save or share the summary.
Exported PDFs maintain all sections, tables, and formatting from the original summary, making them ideal for documentation, presentations, or team handoffs.
Permissions and Access
Access to AI Graph Summary functionality is controlled by LeanData permission sets:
| Permission Set | Access Level |
|---|---|
| LeanData Dashboard Access | No access |
| LeanData Read Only with Routing Insights | Read-only access to routing graph summaries |
| LeanData Custom Objects Full Access | Ability to create and read routing graph summaries |
| LeanData View | No access |
Using Your Own API Key
LeanData AI Graph summaries use a standard LeanData Gemini API key to generate summaries. If you would prefer, you can supply your own Gemini API Key. However LeanData will still select the model that processes your graph summary.
To use your own Gemini API Key, from the LeanData App, navigate to Integrations > Routing Tab > Google Gemini. Click on the Get Started button on the tile.
Once you've obtained your Google Gemini API Token from your Gemini account, paste it into the Google Gemini Authorization section and click Authorize Google Gemini.
Once authorized, LeanData will use your key when prompting Gemini within LeanData AI tools.
FAQs
Can I generate summaries for invalid or incomplete graphs?
- Yes. AI Graph Summary can generate summaries for incomplete or invalid graphs. The summary will include validity warnings and still provide analysis of the configured logic.
How long does it take to generate a summary?
- Summary generation time will vary depending on the complexity and size of your routing graph. It can be as quick as several seconds, but may take up to several minutes.
Will my edited summaries be overwritten when I regenerate?
- LeanData AI Summary will attempt to preserve consistent tone and structure when regenerating summaries based on previous versions. However, significant graph changes may result in substantial rewrites. It's recommended to save important custom documentation separately if needed.
Is my routing data sent outside of LeanData for AI processing?
- Data is only analyzed during processing, and no personally identifiable information (PII) is included in the data sent for AI analysis.
What AI technology powers this feature?
- AI Graph Summary leverages Google's Gemini 2.5 Pro model to analyze routing graphs and generate natural language summaries.
What if my organization has concerns about the use of AI?
- AI Graph Summary may be disabled for organizations with AI sensitivity concerns. Contact your LeanData administrator to disable this setting.
For questions or additional assistance please contact LeanData Support.