Clean data. Faster revenue execution.

Sweep connects the systems behind your revenue engine — so you can understand how routing, automation, and data actually work, and fix what’s slowing your team down.

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Clean data. Faster revenue execution.

Why revenue operations break down

Revenue systems evolve constantly, accumulate automation layers, duplicate records, and inconsistent field usage. The issue isn’t just messy data — it’s operational infrastructure that no longer reflects how the business actually runs.

Duplicate records distort pipeline

Multiple versions of the same lead or account break ownership, inflate pipeline metrics, and create confusion across sales and marketing teams.

Routing and ownership drift over time

As territories evolve and headcount changes, routing logic often becomes fragmented across assignment rules, Flow logic, and external tools.

Operational logic becomes invisible

Automation layers determine how records are created, updated, and assigned — but tracing that logic requires digging through multiple systems.

How Ops and Analytics teams use Sweep

Sweep helps revenue operations teams run the operational systems that power pipeline, forecasting, and customer engagement.

Route leads and accounts with control

Route leads and accounts with control

Lead routing often becomes fragile as territories evolve and assignment logic spreads across multiple rules and automation layers.
Sweep centralizes routing logic so RevOps teams can manage ownership and assignment from one operational workspace.

With Sweep, teams can:

  • Route leads and accounts using territory, segment, or ownership logic
  • Distribute assignments using round-robin or weighted balancing
  • Ensure records reach the correct owner before entering pipeline
Eliminate duplicates before they reach pipeline

Eliminate duplicates before they reach pipeline

Duplicate records undermine forecasting accuracy, attribution, and sales ownership.
Sweep performs real-time deduplication inside Salesforce so duplicates are identified and resolved before entering operational workflows.

RevOps teams can:

  • Detect duplicates across Leads, Contacts, and Accounts
  • Automatically merge records using configurable rules
  • Prevent duplicates from entering routing, reporting, and attribution systems
Trust the logic behind forecasting and pipeline

Trust the logic behind forecasting and pipeline

Revenue metrics depend on fields populated by automation, integrations, and operational workflows.
Sweep exposes how those fields are generated so teams can understand the logic behind forecasting and pipeline metrics.

This allows teams to:

  • Trace how automation updates revenue fields
  • Identify logic affecting pipeline or forecast calculations
  • Align reporting definitions with operational system behavior
Trace revenue data across systems

Trace revenue data across systems

Revenue data rarely lives on one platform. It flows from Salesforce into data warehouses, BI tools, and analytics pipelines.
Sweep maps relationships across operational systems so teams can understand how data moves between platforms.
Teams can:

  • See how Salesforce fields feed analytics and warehouse models
  • Investigate discrepancies between operational and reporting data
  • Understand upstream logic affecting analytics outputs
Automate revenue workflows without brittle logic

Automate revenue workflows without brittle logic

Revenue workflows often rely on layered Flow automation, triggers, and custom logic that become difficult to maintain.
Sweep provides a governed automation workspace for operational workflows.

RevOps teams can:

  • Build triggers and conditions using visual logic
  • Orchestrate workflows across multiple Salesforce objects
  • Deploy automation safely from sandbox to production
Prepare revenue systems for AI

Prepare revenue systems for AI

AI initiatives depend on reliable operational data and system context.
Sweep exposes the relationships between automation, data models, and workflows so AI tools can operate with accurate system understanding.

Teams can:

  • Ensure AI agents operate on trusted operational data
  • Provide system context for automation and analytics models
  • Prepare revenue systems for AI-driven workflows

How it works

Connect your system

Sweep indexes Salesforce metadata and operational logic into the Unified Metadata Graph.

Contextualize automatically

Routing rules, automation logic, and system dependencies are mapped into a connected model of operational data.

Reason with Agents

Teams and AI agents can analyze system behavior, trace data lineage, and automate operational workflows with full system context.

Customer stories

Routing complexity reduced to 33-second speed-to-lead

Challenge:
Cybrary inherited a complex LeanData routing architecture with hundreds of assignment rules and limited visibility into routing behavior.


Implementation:
Sweep centralized routing and embedded deduplication into the assignment process.

Results:

  • Lead response time: 19.4 minutes → 33 seconds
  • Routing deployed in one week
  • 300% faster implementation

“Sweep’s UI made it clear what assignments were going where. Now iterating and making changes is much easier.”

david
Rouel Agustin,
Cybrary’s Director of Revenue Operations
From duplicate accounts to trusted pipeline

Challenge:
Cognitiv discovered that 16% of Accounts were duplicates, which distorted reporting and sales ownership.

Implementation:
Sweep implemented real-time deduplication and operational alerts to enforce data integrity.

Results:

  • 16% duplicate Accounts consolidated
  • 20%+ increase in opportunity updates
  • 5% reduction in days between sales stages

“Projects that would take a week across multiple stakeholders now take half a day.”

Nicole
Aaquil Rowe,
Senior Manager of Sales and Marketing Operations
From tool sprawl to unified operational control

Challenge:
Esper relied on LeanData, Flow, and consultants to manage routing and automation.

Implementation:
Sweep consolidated routing and automation into one operational layer.

Results:

  • 33% faster automation builds
  • 63% reduction in project scoping time
  • 25% cost reduction by replacing multiple operational tools

“Sweep lets a lean team adapt Salesforce to evolving GTM strategies without consultants.”

Nicole
Ed Cho
RevOps Manager, Esper

Frequently Asked Questions

Sweep prevents data quality issues before they enter operational workflows. Real-time deduplication, governed routing, and centralized automation ensure that records are created, assigned, and updated consistently.

Yes. Sweep consolidates routing, deduplication, automation, alerts, and operational workflows into one governed workspace. Many teams replace multiple point solutions with a single operational platform.

Yes. Sweep executes logic natively within Salesforce. Routing, deduplication, and automation run directly in the platform rather than through external batch processes.

Sweep analyzes metadata and operational logic rather than transactional business data. This allows teams to understand system behavior while maintaining strict governance.

Most teams deploy routing, deduplication, or operational automation within days. Sandbox-to-production deployment controls allow RevOps teams to safely release changes without long implementation cycles.

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 run revenue operations like infrastructure?

You don’t need more headcount to scale revenue. You need routing that holds, data that stays clean, automation that deploys safely, and systems your team can trust.

Sweep turns Salesforce into the operational engine behind your revenue systems.