Watch a quick tour
Sign in

Turn Salesforce
metadata analysis
into interactive artifacts

Salesforce metadata analysis often produces large volumes of technical findings. Admins export spreadsheets, manually build pivot tables, and assemble charts just to make those insights understandable to stakeholders. Sweep Artifact Mode transforms metadata analysis into charts, summary metrics, and filters they can explore directly. Insights become visual, explorable mini-apps that help both technical and non-technical stakeholders understand what’s happening.

Start free
5.0 on AppExchange
|
SOC2 compliant
|
Users Love Us
1

Interactive metadata analysis features and capabilities

1

Automatically generate visual artifacts

Artifact Mode quickly converts otherwise text-heavy explanations and analysis into artifacts with charts, metrics, and filters that allow teams to explore findings visually.

Instead of reading static reports, teams can filter, drill down, and move from high-level insights to detailed investigation, identifying issues or patterns within complex metadata without exporting anything.

  • Generate charts and visual summaries automatically
  • Filter findings by category, priority, or metadata type
  • Drill down from high-level insights into specific objects or components
  • Explore complex analysis through interactive views
1

Shareable analysis for every stakeholder

Given that technical metadata findings can be difficult for business stakeholders to interpret, admins often spend hours exporting data into spreadsheets, manually building charts, and structuring results before sharing with leadership.

Artifact Mode eliminates this step entirely by generating presentation-ready visualization automatically. That way, artifacts can be shared through simple links and stakeholders can explore directly without the need to navigate through technical reports.

  • Produce stakeholder-ready charts and visual summaries
  • Share artifacts with teammates, leaders, and executives
  • Enable others to explore findings independently
  • Replace spreadsheet exporting, manual chart-building, and static reports.

Built for complex Salesforce org analysis

Large Salesforce environments contain thousands of objects, fields, automations, and dependencies. Exploring these systems through text-based explanations alone can be difficult.

Artifact Mode provides visual representations that make complex system relationships easier to understand — whether your team is tackling legacy system modernization, preparing for Agentforce readiness, or running an AI governance audit.

This helps teams quickly identify issues, patterns, and opportunities within their metadata.

- Visualize complex metadata structures and relationships
- Identify patterns across large metadata datasets
- Make large-scale analysis easier to interpret

1

Customer stories

From undocumented complexity to architecture-level clarity

Challenge:
Salesforce admins and consultants frequently export metadata analysis results into spreadsheets and manually create charts, summaries, and slides to communicate findings. Preparing these outputs for stakeholder review can take hours for each analysis.

Implementation:
With Artifact Mode enabled, the Documentation Agent automatically converts metadata analysis into interactive visual artifacts. Instead of rebuilding charts manually, teams receive explorable insights immediately after analysis completes.

Results:

  • Slide-building process reduced from 30–60 minutes to 2-5 minutes through presentation-ready artifacts
  • Charts and visual summaries generated instantly
  • Stakeholder-ready outputs without manual reporting work

“It feels like there’s an omniscient being living inside our Salesforce. I ask what a field touches, or what a Flow is doing, and it shows me everything instantly.”

david
David Thai
Revenue Operations Lead
Read more customer stories

Frequently Asked Questions

An artifact is a mini app generated by AI, in this case by Metadata Agents, that transform analysis into charts, summary metrics, and interactive exploration tools. Instead of static text reports, artifacts allow teams to explore findings visually.

Artifacts may include charts, metrics summaries, filtered lists, and visual breakdowns of metadata findings. These outputs help teams quickly understand complex metadata structures or analysis results.

Artifacts are generated automatically when the Metadata Agent perform an analysis. When Artifact Mode is enabled, the agent converts its findings into visual outputs designed for exploration and sharing.

Yes. Artifacts can be shared through links so teammates or stakeholders can explore the findings themselves without needing to review raw metadata analysis.

Artifact Mode extends the Sweep Metadata Agents by transforming its analysis into interactive Artifacts. Instead of returning only text explanations, the agent generates visual outputs such as charts, summary metrics, and interactive filters that allow teams to explore findings directly. These artifacts help both technical and non-technical stakeholders understand complex Salesforce metadata analysis without relying on spreadsheets or static reports.

No. Artifacts are designed to complement existing reporting tools by helping teams visualize metadata analysis results quickly. They are not intended to replace business intelligence or reporting platforms.

Artifacts are useful for Salesforce admins, Systems and RevOps teams, consultants, and stakeholders who need to understand technical metadata analysis quickly.

Sweep’s Artifact Mode is especially useful when teams are performing metadata cleanup, migration preparation, architecture analysis, or audits where results need to be communicated clearly to stakeholders. Sweep provides a library of artifact templates that can help you quickly generate reports, slides, and even interactives.

Turn metadata analysis into shareable insights, instantly

Artifact Mode transforms Salesforce metadata analysis into visual outputs that teams can explore, present, and share.