One layer. Every system. Total control.

Modern companies run on dozens of interconnected systems — Salesforce, Snowflake, ServiceNow, marketing platforms, data warehouses, and more. But no one can actually see how those systems work together.

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The context gap

Enterprise platforms are powerful because they are flexible. Every team can configure workflows, create new data models, add automations, and connect new tools. Over time those decisions accumulate across systems, teams, and years of change.

60% lower cost of ownership
70% faster go-to-market execution
50% less technical debt
3× more time for innovation
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Sweep creates the Agentic Layer

Connect

Sweep continuously ingests metadata across objects, logic, permissions, and integrations from platforms like Salesforce, Snowflake, ServiceNow, and more.

Contextualize

Sweep maps metadata, automations, and dependencies so teams understand what logic runs where, how workflows interact, and what will break if something changes.

Act

Teams can safely plan architecture changes, simulate downstream impact, deploy automation, and enforce governance with full system visibility

Built for the modern enterprise stack

Visualize dependencies, govern changes, and automate workflows safely — all in one agentic workspace.

Salesforce

Understand metadata dependencies, eliminate tech debt, and deploy changes safely across complex orgs.

Implementation

Snowflake & Data Platforms

Connect operational systems with data infrastructure so analytics, AI, and customer data stay aligned.

Integration

Service & Support Platforms

Ensure workflows, permissions, and integrations operate correctly across teams.

Migration

Marketing & Growth Systems

Centralize routing, attribution, and automation logic across the entire GTM stack.

Support & enablement
Implementation
Integration

Salesforce

Understand metadata dependencies, eliminate tech debt, and deploy changes safely across complex orgs.

Snowflake & Data Platforms

Connect operational systems with data infrastructure so analytics, AI, and customer data stay aligned.

Migration
Support & enablement

Service & Support Platforms

Ensure workflows, permissions, and integrations operate correctly across teams.

Marketing & Growth Systems

Centralize routing, attribution, and automation logic across the entire GTM stack.

“As an enterprise committed to continuous innovation, we needed a system that could keep pace—and Sweep has done more than that. Its intelligent agents surface friction points before they become bottlenecks, and the visual workspace makes cross-functional collaboration seamless. Sweep has elevated our Systems team from a support function to a strategic driver of growth.”

Dylan Hughes, GTM Business Systems Leader at Brex

See everything. Fix anything. Move faster.

Sweep’s visual workspace and metadata agents give you real-time visibility, safer automations, and an adaptive Salesforce org that’s easy to manage, document, and scale.

Spot it

Collapse audits from 2 weeks to 20 minutes with instant impact analysis, AI-powered documentation, and process mapping that makes hidden dependencies visible.

Solve it

Fix, automate, and restructure metadata safely. Streamline changes in our visual workspace and automation layer, saving 9+ hours a week, more than a full day of work.

Stay ahead

Metadata agents continuously refine your org with real-time AI insights, keeping Salesforce adaptive as strategies and markets evolve, with up to a 99% faster resolution time.

Real users. Real time saved.

What used to take two weeks of digging now takes just 20 minutes. Being able to get into a Flow and ask the AI agent what is happening in this Flow is actually invaluable.

We had legacy admins in our system. So we had to undo things that neither of us built. And that’s always challenging. But now we leverage Sweep’s documentation search or the AI agent to ask ‘how does this automation work?

Seriously – when I saw the documentation/AI portion of this demo, I knew I had to have it. As a solo admin who needs to troubleshoot pretty frequently, getting a detailed description of how my automations are working is a game changer.

80%

Lower risk of missing downstream references

60%

Faster resolution of deployment blockers

90%

Reduction in errors from config changes

4x

Faster onboarding for admins

10x

Less time spent troubleshooting

5x

improvement in tech stack consolidation
1
Jay Mahoney
RevOps, Deputy
tazi
Kristin Fretz
Sales Ops, ClearGov
jay
Rebecca Youngquist
Senior Salesforce Professional

What used to take two weeks of digging now takes just 20 minutes. Being able to get into a Flow and ask the AI agent what is happening in this Flow is actually invaluable.

80%

Lower risk of missing downstream references

60%

Faster resolution of deployment blockers
1
Jay Mahoney
RevOps, Deputy

We had legacy admins in our system. So we had to undo things that neither of us built. And that’s always challenging. But now we leverage Sweep’s documentation search or the AI agent to ask ‘how does this automation work?

90%

Reduction in errors from config changes

4x

Faster onboarding for admins
tazi
Kristin Fretz
Sales Ops, ClearGov

Seriously – when I saw the documentation/AI portion of this demo, I knew I had to have it. As a solo admin who needs to troubleshoot pretty frequently, getting a detailed description of how my automations are working is a game changer.

10x

Less time spent troubleshooting

5x

improvement in tech stack consolidation
jay
Rebecca Youngquist
Senior Salesforce Professional

Frequently Asked Questions

Get quick answers about how Sweep's agentic workspace supports your systems, teams, and Salesforce workflows.

Sweep is built for every type of Salesforce organization — from teams just starting implementation to the world’s most complex, enterprise-scale environments. Whether you’re standing up a new Salesforce instance, managing rapid growth, or maintaining a deeply customized multi-cloud deployment, Sweep adapts to meet your needs.
It brings structure, visibility, and control to every stage of your Salesforce journey, helping teams eliminate blind spots, reduce risk, and accelerate delivery. From lean admin teams managing implementation to enterprise-scale systems groups driving transformation, Sweep makes Salesforce complexity visible, governable, and ready for AI.

Sweep empowers the full Salesforce ecosystem — Admins, Architects, RevOps, Business Systems, IT leaders, and SIs and Consultants — with a shared view of how their org works.

Sweep empowers everyone who builds, manages, and scales Salesforce — from admins and operators to GTM leaders and consultants. Its agentic workspace unifies technical and business teams around a single source of truth, giving each role the clarity and control they need to move faster with confidence.

Salesforce Admins
Gain full visibility into your org’s metadata with AI-powered documentation, real-time change tracking, and instant impact analysis. Sweep helps admins ensure stability, security, and optimized performance across every change — no more digging through dependencies or guessing how updates affect your org.

Revenue, Sales, and Marketing Operations
Connect revenue teams directly to Salesforce with smart automations, real-time data visibility, and seamless cross-team collaboration. Sweep’s pipeline management and routing tools help GTM teams move faster, reduce friction, and align process changes with business goals.

CROs & GTM Leaders
Sweep gives leaders the visibility they need to drive revenue and agility. With built-in analytics, customizable Slack alerts, and a full suite of lead management and routing tools, CROs and GTM executives can ensure their teams are iterating quickly and executing against real-time insights.

System Integrators & Salesforce Consultants
For partners managing multiple client environments, Sweep offers a governed, scalable workspace that reduces onboarding time, minimizes risk, and drives efficiency. Consultants can surface issues before they become bottlenecks and deliver better outcomes for clients while reducing operational overhead.

For CIOs and IT leaders, Sweep transforms Salesforce from a black box into a transparent, governed system that can be measured, trusted, and improved. By automatically mapping dependencies, enforcing safe change management, and surfacing metadata risks in real time, Sweep reduces operational risk while cutting total cost of ownership. CIOs can finally quantify the impact of every change — understanding where debt exists, where governance gaps appear, and how automation supports strategic goals. With Sweep, leaders can confidently scale Salesforce while maintaining compliance, accelerating innovation, and ensuring AI initiatives are grounded in accurate, governed data.

Admins and RevOps professionals use Sweep to bring order, clarity, and speed to the daily chaos of Salesforce management. Instead of spending hours tracing dependencies or rebuilding lost context, Sweep automatically visualizes every object, field, and automation — showing exactly how they connect. Its AI-powered documentation and real-time impact analysis make change management safer and faster, while its metadata agents continuously monitor for risks or redundant logic. The result: fewer errors, faster project delivery, and more time spent improving business processes instead of troubleshooting them. Sweep turns Salesforce management from reactive firefighting into proactive optimization.

Sweep is the connective tissue that gives Agentforce — and any AI system — the governed context it needs to perform accurately. Without structured metadata and reliable documentation, AI often makes incorrect assumptions or amplifies org chaos. Sweep solves that by maintaining a continuously updated, machine-readable map of your Salesforce environment. This means Agentforce can reason over your data safely, automate intelligently, and recommend changes with full awareness of dependencies and business logic. In other words, Sweep makes your Salesforce AI-ready — not just by adding intelligence, but by giving that intelligence something trustworthy to work with.

Absolutely. Sweep is designed to make collaboration between your internal teams and external Salesforce partners seamless. When system integrators or consultants join a project, they can immediately understand your org’s structure, automation logic, and change history — without lengthy onboarding or discovery. Sweep acts as a shared workspace that provides visibility, documentation, and governance guardrails for everyone involved. This not only reduces miscommunication and rework but also shortens delivery timelines and ensures that every partner follows consistent, auditable processes. With Sweep, your partner ecosystem operates with the same clarity and control as your internal team.

Sweep is fast to deploy — typically days, not months. Our agentic workspace connects directly to your Salesforce environment and automatically maps your metadata, dependencies, and automations. There’s no need for heavy configuration or manual setup. Within your first session, you can visualize your org, identify risks, and begin automating documentation. Sweep scales from pilot to enterprise rollout seamlessly, giving teams immediate visibility and long-term governance.

Sweep is built for enterprise-grade security. All data is encrypted in transit and at rest, and metadata is never shared outside your environment without your control. The platform follows SOC 2-compliant security practices and can be deployed in a private, governed configuration to meet the strictest compliance requirements. Sweep helps teams maintain audit trails, enforce change control, and ensure Salesforce changes are safe, traceable, and compliant at scale.

You’re 30 minutes away from safer, smarter changes

Book a demo

See how fast you can go live with AI-powered documentation, metadata intelligence, and agentic impact analysis.