Practical Salesforce, Revenue Operations, automation, data, and AI resources from Revenue Ops LLC.
Revenue Ops LLC is a Salesforce consulting partner helping organizations improve the processes, technology, data, and automation that support the customer lifecycle.
This repository provides practical frameworks, checklists, and guides for Salesforce administrators, Revenue Operations professionals, business leaders, and technology teams.
Revenue Ops LLC helps organizations connect their people, processes, technology, and data to build more effective revenue operations.
Our services include:
- Salesforce Advisory
- Salesforce Implementation
- Salesforce Managed Services
- Revenue Operations Consulting
- CRM Strategy and Architecture
- Business Process Design
- Data and Integration Strategy
- Reporting and Analytics
- Business Process Automation
- Agentforce and AI Strategy
Learn more at RevenueOpsLLC.com.
Salesforce should support the way the business operates rather than forcing teams to work around the technology.
These resources provide practical frameworks for implementing, evaluating, governing, and improving Salesforce environments.
View the Salesforce Implementation Checklist
A comprehensive framework for planning and executing a Salesforce implementation.
Topics include:
- Business requirements
- Process discovery
- Salesforce architecture
- Data modeling
- Data migration
- Security and permissions
- Automation
- Integrations
- Reporting
- User experience
- User acceptance testing
- Training
- Deployment
- Adoption
- Governance
- Continuous improvement
Use this checklist when planning a new Salesforce implementation, migration, redesign, or major expansion.
View the Salesforce Health Check Checklist
A structured framework for evaluating the current health of a Salesforce environment.
The assessment covers:
- Business process alignment
- Salesforce adoption
- Data quality
- Data architecture
- Security and permissions
- Automation
- Integrations
- Reports and dashboards
- User experience
- Technical debt
- Documentation
- Governance
- AI readiness
- Platform scalability
The objective is to identify issues and translate findings into a prioritized roadmap for improvement.
Revenue Operations connects the processes, systems, data, and teams responsible for acquiring, serving, retaining, and growing customers.
Effective RevOps requires more than implementing technology. Organizations need a clear operating model for how technology supports the customer lifecycle.
View the RevOps Technology Stack Audit
A practical framework for evaluating the systems, integrations, data, processes, and manual work that make up a Revenue Operations technology environment.
The audit covers:
- Technology inventory
- Customer lifecycle mapping
- Systems of record
- Manual data movement
- Integrations
- Application overlap
- CRM architecture
- Data quality
- Reporting
- Automation
- AI readiness
- Technology costs
- Technology risk
- Future-state architecture
- Prioritization
The framework can help organizations move from disconnected applications and manual processes toward a connected and governed technology environment.
AI becomes significantly more useful when it operates within well-defined business processes and has access to reliable, governed information.
Organizations considering Salesforce Agentforce should evaluate their business processes, data, integrations, security, governance, and measurement strategy before attempting to scale autonomous agents.
View the Salesforce Agentforce Readiness Checklist
A practical framework for evaluating whether an organization is ready to implement Salesforce Agentforce.
The checklist covers:
- Business use-case definition
- Process documentation
- Data readiness
- Knowledge sources
- Salesforce data architecture
- Integrations
- Agent actions
- Human-in-the-loop requirements
- Security and permissions
- Guardrails
- Exception management
- AI governance
- Success metrics
- Testing
- Controlled deployment
The goal is not maximum autonomy.
The goal is the appropriate level of autonomy for the business process, risk, and desired outcome.
Reliable Revenue Operations, reporting, automation, and AI all depend on trustworthy data.
Data governance establishes how information is created, maintained, protected, shared, and used across the organization.
View the Data Governance Checklist
A practical framework for establishing and improving data governance across Salesforce and connected Revenue Operations systems.
Topics include:
- Critical data domains
- Systems of record
- Data ownership
- Data standards
- Required information
- Data quality
- Duplicate prevention
- Data imports
- Integration governance
- Security
- Data lifecycle management
- KPI governance
- Data quality monitoring
- Change governance
- AI and Agentforce readiness
- Cross-functional governance
The framework is designed to help organizations move toward trusted data, consistent metrics, automated reporting, and AI-assisted decision support.
A CRM should provide more than a database of accounts and contacts.
It should support the complete customer lifecycle.
A typical lifecycle might look like:
Lead → Qualification → Opportunity → Quote → Customer → Delivery → Billing → Payment → Retention → Expansion
Organizations should be able to identify:
- Which team owns each stage
- Which system supports each stage
- What information is required
- Where handoffs occur
- Which processes are automated
- Which activities remain manual
- How performance is measured
A well-designed Salesforce environment provides a connected view of the customer relationship while allowing specialized systems to support functions where appropriate.
Automation should reduce unnecessary manual work while maintaining appropriate controls and human oversight.
Common automation opportunities include:
- Record creation
- Data validation
- Lead routing
- Opportunity management
- Notifications
- Approvals
- Customer handoffs
- Task creation
- Data synchronization
- Exception management
- Reporting
- Follow-up activities
A useful principle is:
Simplify → Standardize → Automate → Measure → Improve
Automating an unclear or inefficient process usually creates a faster version of the same problem.
Reliable reporting requires more than dashboards.
Organizations need:
Trusted Data → Consistent Metrics → Automated Reporting → Proactive Analytics → AI-Assisted Decision Support
A strong reporting environment should establish:
- Systems of record
- Data ownership
- KPI definitions
- Data quality standards
- Integration architecture
- Reporting ownership
- Governance
The objective is to reduce the amount of time employees spend collecting and reconciling information and increase the amount of time they spend using information to make decisions.
Modern Revenue Operations environments frequently require multiple specialized platforms.
The goal should not necessarily be to move every business function into a single application.
Instead, organizations should establish:
- Clear systems of record
- Governed integrations
- Reliable data synchronization
- Monitoring and error handling
- Appropriate security
- Centralized customer context
A common future-state pattern is:
Business Systems → Governed Integration → Salesforce / Customer Hub → Governed Data → Reporting, Analytics and AI
This replaces architectures that depend heavily on employees manually transferring information:
System A → Employee → Spreadsheet → Employee → System B
with:
System A → Governed Integration → System B
AI should be treated as part of the broader business and technology architecture.
Before deploying AI into a process, organizations should understand:
- What business problem are we solving?
- What process does AI support?
- What information does AI need?
- Can that information be trusted?
- What actions should AI be allowed to perform?
- Which actions require human approval?
- How are exceptions handled?
- How will performance be measured?
The foundation for effective AI is not simply access to an AI model.
It is the combination of:
Process + Data + Context + Actions + Governance + Measurement
Use the links below to access the current Revenue Ops LLC open resources.
| Resource | Area |
|---|---|
| Salesforce Implementation Checklist | Salesforce Implementation |
| Salesforce Health Check Checklist | Salesforce Optimization |
| Revenue Operations Technology Stack Audit | Revenue Operations |
| Salesforce Agentforce Readiness Checklist | Agentforce and AI |
| Data Governance Checklist | Data Governance |
New resources and updates will be added over time.
These resources are designed to help organizations identify opportunities to improve Salesforce and Revenue Operations.
For organizations that need help assessing, designing, implementing, or optimizing their environment, Revenue Ops LLC provides Salesforce and Revenue Operations consulting services.
We help organizations with:
- Salesforce strategy
- Salesforce implementations
- Salesforce optimization
- Salesforce health checks
- Revenue Operations assessments
- Technology stack audits
- CRM architecture
- Data governance
- Integrations
- Reporting and analytics
- Process automation
- Agentforce and AI
- Managed Salesforce services
Visit RevenueOpsLLC.com to learn more.
You can also explore additional articles, guides, and insights in the Revenue Ops LLC Resource Center.
Suggestions and improvements are welcome.
If you identify an issue or have an idea for an additional Salesforce or Revenue Operations resource, please open an issue in this repository.
This repository is maintained by Revenue Ops LLC.
The resources are intended to provide practical guidance for Salesforce administrators, Revenue Operations professionals, business leaders, consultants, and technology teams working to improve CRM, data, automation, reporting, integrations, and AI capabilities.