The Agentic Layer for governable, AI-ready enterprise systems
Salesforce permissions sprawl silently. Audit prep consumes days. Governance issues surface only when something breaks. Sweep makes access, risk, and compliance visible before they become problems.
The enterprise systems reality
Enterprise systems weren’t designed. They accumulated.
Years of customization, acquisitions, and emergency fixes create environments that few people fully understand. Critical logic lives across multiple orgs, and tribal knowledge.
Complex systems hide dangerous dependencies.
Changes in one place quietly break processes elsewhere.
Tech debt management becomes impossible when documentation is outdated the moment it's written, dependencies are invisible, and teams manually investigate impact.
AI agents can’t operate safely without system understanding.
Automation without explainable metadata creates risk. Without context, audit history, and governance guardrails, AI agents are operating blindly inside critical systems.
What is Sweep’s enterprise offering?
Sweep provides enterprises with a governed, continuously updated understanding of how their systems behave. It connects to your environments via customer-controlled read-only metadata access, then uses metadata agents to:
- Map objects, fields, flows, Salesforce permission sets, automations, and integrations across all orgs
- Trace dependencies and impact to reveal the true blast radius of change
- Generate plain-language Salesforce documentation that stays current automatically
- Monitor for configuration risks, violations, and unexpected changes
- Maintain an infinite audit history for enterprise compliance
Core enterprise capabilities
Multi-Org Metadata Mapping
Most enterprises don't run one org. They run production, sandboxes, legacy acquisitions, regional instances, and dev environments that became critical infrastructure. Whether you're developing a multi-org strategy, working through a Salesforce org consolidation, handling a Salesforce M&A integration, or simply trying to keep multiple Salesforce instances in sync, Sweep automatically discovers and connects all of them into a single, continuously updated system model.
Cross-Environment Impact Analysis
In complex environments, a change in one org can break processes three environments away. Sweep traces logic and dependencies across your entire org portfolio — giving teams a live 'Salesforce sales process map' and surfacing the real blast radius before changes ship — not after incidents occur.
AI-Powered Documentation
Manual documentation doesn't survive enterprise change velocity. Sweep's Documentation Agent continuously generates and maintains explanations for fields, flows, validation rules, and automations, in language both technical and business teams can understand.It handles Salesforce business process mapping automatically, so you can ask questions in natural language and get grounded, explainable answers.
Infinite Audit Trail & Compliance
Salesforce's native audit history stops at six months. Sweep stores everything, indefinitely. Every configuration change across every environment is captured in real time, enabling audit-ready documentation for SOC 2, GDPR, SOX, and internal governance.
Proactive Monitoring
Governance isn't just visibility — it's prevention. Sweep's Monitoring Agent continuously scans for risks, bottlenecks, and best-practice violations, alerting teams before issues reach production and replacing reactive firefighting with proactive control.
Build Mode: Agents That Do the Work For You
Understanding systems is only useful if it leads to action. Sweep identifies where Salesforce process automation workflows can be simplified, retired, or safely automated—and its Build Mode functionality for Metadata Agents assists with execution while keeping full governance and approval controls in place.
AI readiness & Agentforce deployment
What is Sweep’s enterprise offering?
Enterprise AI initiatives fail when agents lack context.
Every organization racing to deploy Agentforce faces the same question: does your AI agent actually understand your system, or is it guessing?
Sweep provides the governed agentic layer on your metadata to enable AI agents require to operate safely:
- Deterministic system understanding
- Explainability for every action
- Guardrails to prevent risky changes
- Full audit trails for AI-driven activity
This is what separates AI experiments from AI operations. Without a governed metadata layer, you're not deploying Agentforce — you're hoping it works.
Customer stories
Standardizing Salesforce Opportunity architecture in a 20-year org without disrupting forecasting
Challenge:
Using Sweep, SailPoint mapped dependencies across validation rules, Flows, Forecast Categories, and fields tied to Opportunity stages. Sweep’s metadata agents revealed the full blast radius of changes and helped the team validate every dependency before rollout.
Implementation:
Sweep gave the team continuous visibility into their permissions model, making access review and cleanup something they could do independently rather than delegating to a specialist.
Results:
- 15× faster impact analysis (30 min → 2 min)
- 750+ hours of Salesforce capacity reclaimed annually
- Zero forecasting disruption during rollout
"There’s no way we could have done this project without Sweep."
Challenge:
Augury runs Salesforce at the center of a global GTM and service operation spanning Sales Cloud, Field Service, partners, and regional workflows. Years of customization, undocumented flows, and lost institutional knowledge meant even small changes required days (or weeks) of investigation. After a team consolidation, the risk of moving fast without breaking production became unsustainable.
Implementation:
Augury deployed Sweep as a shared, always-on agentic metadata layer across Admin and RevOps. Sweep documented flows, surfaced dependencies, explained legacy logic, and generated audit-ready context automatically—removing the need for manual impact analysis or reverse-engineering.
Results:
- 50% faster project delivery (14 to 7 days)
- 67% faster incident resolution
- 15–25 hours/week reclaimed across Admin + RevOps
- 2x more deployments shipped in six months
"Sweep has become a vital tool in the Salesforce admin belt. We're moving with velocity — and we feel safe doing it."
Your systems aren’t getting simpler anytime soon.
Your teams won't magically get bigger.
And AI pressure isn't slowing down.
Sweep gives you a living understanding of your systems—so you can move faster, govern change, and deploy AI with confidence.