Know what will break before you change it
One layer.

Sweep’s agentic layer maps every dependency across your org, so you can analyze impact, understand system behavior, and deploy changes without breaking what already works.

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Understand every dependency in your system

Salesforce environments evolve for years. New fields, automations, and integrations accumulate across teams and projects.

Over time, dependencies spread across metadata, automation, and external systems. That’s why even small configuration updates can require hours of investigation before deploying.

Limited visibility into dependencies

Fields and objects are referenced across flows, Apex, validation rules, reports, and integrations, but Salesforce exposes these relationships one screen at a time.

Can’t predict what a change will break

Even small configuration updates can trigger automation, integrations, and downstream logic that are difficult to detect before deployment.

Hard to understand system behavior

Years of configuration changes leave many orgs with undocumented automation and logic that must be manually investigated before making changes.

How admins and architects use Sweep

Sweep helps Salesforce teams answer the questions that typically require hours of manual investigation.

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Understand where configuration is used

Salesforce components are deeply interconnected. Fields and objects can Salesforce components are deeply interconnected. Fields and objects can appear across flows, validation rules, reports, Apex, and integrations, making it difficult to understand where configuration is referenced.
Sweep maps these relationships across the org so teams can quickly see where metadata is used before modifying it.

Teams can:

  • Identify where fields and objects are referenced across automation and reporting
  • Surface dependencies across Flow, Apex, validation rules, and integrations
  • Understand how configuration elements connect across the org
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Trace impact before anything hits production

Configuration updates often trigger automation, integrations, and downstream logic that are difficult to anticipate.
Sweep evaluates metadata relationships across the system so teams can understand what a change will affect before it reaches production.

Before deploying a change, teams can:

  • Identify automation triggered by configuration updates
  • Detect downstream dependencies across flows, Apex, and integrations
  • Assess deployment risk before releasing changes
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Uncover automation behavior across the system

Record updates frequently trigger multiple layers of automation across Flow, Apex, and legacy processes.
Sweep exposes the full automation chain so teams can understand what logic executes and in what order.
This makes it possible to:

  • Follow the automation path triggered by a record update
  • See which automation modifies specific fields or records
  • Understand how updates propagate through system logic
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Resolve production issues faster

When system behavior changes unexpectedly, identifying the root cause can require hours of digging through metadata. Sweep exposes the relationships between system components so teams can trace failures back to their source.

When troubleshooting incidents, teams can:

  • Identify the automation or configuration responsible for unexpected behavior
  • Trace record updates across automation paths
  • Investigate incidents without manually navigating Setup
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Understand inherited systems faster

Many admins inherit Salesforce environments built over years by different teams and consultants. Sweep provides a structured view of objects, automation, and dependencies so admins can quickly understand how the system is organized.

This control layer helps admins:

  • Explore relationships across objects, fields, and automation
  • See how different parts of the system interact
  • Understand architecture without relying on tribal knowledge
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Identify technical debt with full dependency context

Large Salesforce environments often accumulate unused fields, outdated automation, and redundant configuration over time.
Sweep surfaces these components so teams can safely clean up legacy configuration.

During cleanup efforts, admins can:

  • Detect unused fields and obsolete automation
  • Identify overlapping logic across flows and Apex
  • Prioritize cleanup based on actual dependencies

How it works

Connect your system

Sweep continuously ingests metadata from Salesforce and adjacent platforms into a unified metadata graph.

Contextualize automatically

Dependencies, automation logic, and relationships are mapped into a shared enterprise model.

Reason with Agents

Teams and AI agents can analyze system behavior, evaluate change impact, and plan modernization initiatives safely.

Customer stories

Modernizing revenue architecture without disrupting the business

Challenge:
SailPoint needed to modernize its Salesforce revenue architecture while navigating a complex operational moment: a new ERP rollout, strict SOX compliance requirements, and preparations for IPO readiness.


Implementation:
Using Sweep’s Agentic Layer, SailPoint gained a complete understanding of how configuration, automation, and dependencies interacted across its Salesforce environment. The team could trace every dependency tied to Sales Stages, validate downstream impact, and confidently deploy structural changes.

Results:

  • 15× faster impact analysis
  • 750+ hours of Salesforce capacity reclaimed annually
  • Zero forecasting disruption during rollout

“There’s no way we could have done this project without Sweep.”

david
Sharon Prager,
Salesforce Administrator
From undocumented complexity to architecture-level clarity

Challenge:
Augury’s Salesforce environment had evolved over years of customization, complex flows, and lost tribal knowledge. Investigations that should have taken minutes stretched into days or weeks, slowing both Admin and RevOps delivery.

Implementation:
Sweep became their always-available metadata intelligence layer — documenting configuration, mapping dependencies, and surfacing impact before changes were made.

Results:

  • 50% faster project delivery (14 → 7 days)
  • 67% faster incident resolution
  • 15–25 hours/week reclaimed

“Sweep is an almost omnipotent, omniscient being living in your Salesforce, giving you all the answers instantly. Projects always had this investigative phase that took several days. Now that's essentially gone."

Nicole
David Thai,
Revenue Operations Lead, Augury

Frequently Asked Questions

Over time, Salesforce environments accumulate layers of automation, integrations, and legacy configuration that become difficult to understand or maintain. Sweep analyzes metadata across objects, automation, permissions, and dependencies to expose how the system actually works. This helps teams identify redundant logic, remove unused configuration, and simplify architecture without breaking existing workflows.

Yes. Many enterprises operate multiple Salesforce orgs due to acquisitions, regional teams, or business unit separation. Sweep maps dependencies across orgs and connected systems so teams can understand architecture and evaluate change impact across complex environments.

AI systems require accurate system context to operate reliably. Sweep creates a structured metadata intelligence layer that exposes automation logic, dependencies, and system relationships. This allows AI agents and automation tools to operate with trusted system understanding rather than incomplete context.

No. Sweep operates on metadata — the configuration, schema, automation, and relationships that define how systems behave. It does not require access to transactional customer records or business data. This allows teams to gain deep architectural visibility while maintaining strict data governance and compliance standards.

No. Sweep operates on metadata — the configuration, schema, automation, and relationships that define how systems behave.

It does not require access to transactional customer records or business data. This allows teams to gain deep architectural governance while maintaining strict data and compliance standards.

Impact analysis in Salesforce typically requires manually checking where fields, objects, and automation are referenced across flows, validation rules, Apex, reports, and integrations. Sweep automates this process by mapping metadata relationships across the system. Admins can instantly see what components depend on a configuration element and evaluate the downstream impact of a change before deploying it.

Salesforce provides limited ability to see where fields are referenced across the system, often requiring admins to manually check flows, validation rules, reports, and Apex code. Sweep analyzes metadata across the entire environment and surfaces every reference to a field, object, or configuration element. This allows admins to quickly answer questions like “Where is this field used?” before making updates.

Many Salesforce admins inherit environments built over years by different teams, consultants, and system owners. Documentation is often incomplete or outdated. Sweep generates a connected model of objects, automation, and dependencies so admins can quickly understand how the system is structured and how configuration components interact.

Large Salesforce environments often accumulate unused fields, outdated flows, and redundant automation over time. Sweep surfaces these components and shows where they are referenced across the system. This allows admins to safely remove unused configuration without breaking dependencies.

Salesforce automation often spans multiple technologies including Flow, Apex triggers, validation rules, and legacy automation like Workflow Rules or Process Builder. When these components interact, it can be difficult to determine what logic executed during a record update. Sweep traces automation chains across the system so admins can see what automation ran and why a change occurred.

Unexpected field updates often occur when automation modifies records during a transaction. Sweep traces automation paths across Flow, Apex, validation rules, and other system components so admins can determine what logic changed a record and where the change originated.

Enterprise Salesforce environments often contain thousands of fields, flows, Apex classes, and integrations. Sweep analyzes metadata across these components and builds a structured system model so teams can understand dependencies, investigate automation, and safely evolve large environments.

Yes. When organizations consolidate multiple Salesforce orgs or modernize architecture, understanding existing dependencies is critical. Sweep maps relationships across objects, automation, and integrations so architects can evaluate system complexity and plan changes safely.

Unexpected field updates often occur when automation modifies records during a transaction. Sweep traces automation paths across Flow, Apex, validation rules, and other system components so admins can determine what logic changed a record and where the change originated.

Ready to turn system complexity into competitive advantage?

Sweep gives leaders the capabilities required to modernize systems safely, scale AI initiatives, and unlock the full value of their technology investments.