Raiser's Edge to Salesforce Migration:
Tools, Field Mapping, and a Cutover Plan

Your board approved the Salesforce migration. Now you're reviewing implementation proposals and looking for a more predictable approach to managing costs. With the right data migration tools and a structured plan, nonprofits can take greater control of data preparation, transformation, and validation while using specialized consulting support where needed.

The challenge isn't whether to migrate. It's how to do it without losing donor relationships, gift history, or your sanity. This guide provides the exact sequence, field mapping tables, and cutover plan you need to execute a successful migration using Integrate.io as your ETL pipeline.

Key Takeaways

• Raiser's Edge to Salesforce migrations may take 4-6 months, with timelines varying considerably based on data complexity, integrations, and organizational readiness

• Field mapping is the most critical phase. Gift splits, soft credits, and households require documented decisions before any data loads

• Blackbaud's database view retires September 2027, prompting Raiser's Edge users to review their CRM options and workflows

• Running parallel systems during a planned transition helps validate data accuracy before cutover

• ETL platforms like Integrate.io can help reduce consulting expenses while supporting more predictable migration budgets

Understanding the Benefits of Salesforce for Nonprofits

Salesforce offers nonprofits a configurable platform for managing fundraising, donor relationships, and organizational workflows. Its reporting tools, APIs, and AppExchange ecosystem help organizations connect systems, customize processes, and manage information across departments.

For organizations migrating from Raiser's Edge, choosing between Salesforce Nonprofit Success Pack (NPSP) and Nonprofit Cloud is an important early decision. These solutions use different data models, which affect how constituent records, household relationships, donations, and other fundraising information are mapped during migration.

Key Considerations Before Starting Your Raiser's Edge to Salesforce Migration

Exporting data is only one part of a successful migration. The more important work involves assessing existing records, defining requirements, and documenting field mappings. Careful preparation helps reduce reconciliation issues and costly corrections after migration.

Assessing Your Current Raiser's Edge Data

Start by inventorying your constituent records, separating individuals from organizations and identifying active and inactive records. Review gift types, relationships, affiliations, actions, notes, campaigns, appeals, and packages to understand the full scope of the migration.

Before making changes, document these reconciliation baselines:

• Financial totals: Gift amounts by fund and fiscal year, excluding soft credits.

• Constituent data: Record counts, constituent codes, and their usage frequency.

• Historical attributes: Attribute assignments, including associated dates.

• Reporting requirements: Existing queries and report layouts that need to be recreated.

Capture these baselines before cleanup or transformation. After each test load, compare the Salesforce results against the original records and investigate discrepancies, particularly those affecting gift totals and donor attribution.

Defining Your Salesforce Requirements

Data retention: Determine how much historical gift data to preserve, which inactive constituents should migrate, and whether existing custom fields and attributes remain useful. These decisions affect migration scope and reporting continuity.

Process changes: Review how your organization handles soft credits, campaign structures, and recurring workflows. Migration provides an opportunity to simplify processes before recreating them in Salesforce.

Connected systems: Inventory donation forms, payment processors, accounting integrations such as Financial Edge NXT, and email marketing platforms. Identify which connections must be rebuilt or tested before cutover.

Essential Field Mapping for Raiser's Edge to Salesforce

Accurate field mapping helps preserve donor relationships, gift history, and financial reporting during migration. Development and Finance teams should review and approve key mapping decisions, particularly those involving gifts, funds, and constituent relationships.

Developing a Comprehensive Field Mapping Strategy

Document how each Raiser's Edge record type will translate into Salesforce before loading data. Your mapping spreadsheet should identify source fields, destination objects and fields, required transformations, decision owners, and approval dates. This provides a reference for testing and reconciliation.

Non-constituent relationships: Review Raiser's Edge relationship records that reference individuals who are not full constituents. Determine whether those individuals need Salesforce Contact records or whether their relationship data should be handled differently based on the target data model.

Constituent and Contact Field Mapping

The following examples show common mappings for Salesforce Nonprofit Success Pack (NPSP). Nonprofit Cloud uses a different data model, so mappings must reflect the chosen Salesforce configuration.

Structuring Households in Salesforce

Salesforce NPSP uses Household Accounts to group related Contacts and manage shared donor relationships. During migration, establish clear rules for household membership, naming conventions, and address management to preserve constituent information accurately.

Common household scenarios require different mapping decisions:

These decisions should be documented before loading constituent records to avoid duplicate households and inconsistent relationship reporting.

Mapping Organizational Affiliations

Organizational relationships in Raiser's Edge can be represented through Affiliation records in Salesforce NPSP. These connect Contacts to Organization Accounts while preserving roles such as board member, employee, or volunteer.

Where available, migrate affiliation start and end dates to retain historical context. Board members with giving history may also require separate soft-credit mappings to preserve donor recognition without affecting revenue totals.

Mapping Soft Credits, Recurring Gifts, and Pledges

Soft credits recognize individuals associated with a donation without counting the same gift twice. Mapping these relationships correctly helps preserve donor recognition and maintain accurate fundraising reports.

Mapping Raiser's Edge Soft Credits to Salesforce Opportunities

In Salesforce Nonprofit Success Pack (NPSP), soft credits can be managed through Opportunity Contact Roles and related recognition settings. Hard credits represent actual contributions, while soft credits acknowledge individuals who influenced or are associated with a gift without creating additional revenue.

The following examples illustrate common migration scenarios:

Reconciliation check: After each test load, compare Salesforce revenue totals with Raiser's Edge hard-credit totals. Investigate discrepancies to confirm that soft-credit recognition has not created duplicate revenue or incorrect gift attribution.

Migrating Recurring Gifts

Recurring gifts require careful migration because they involve future contributions as well as historical transactions. In Salesforce NPSP, Recurring Donation records support ongoing giving schedules and associated Opportunities.

When mapping Raiser's Edge recurring gifts, preserve the donation amount, frequency, start and end dates, payment information, and fund allocations. Review upcoming transaction dates and validate the resulting schedules to prevent missed or duplicate contributions.

Stored payment methods: Coordinate with your existing and new payment processors before cutover to determine whether stored payment credentials can be transferred securely. If direct transfer is unavailable, plan for donor reauthorization or payment method updates.

Preserving Pledge Schedules and Gift Allocations

Multi-year pledges require accurate mapping of outstanding balances, previous payments, and remaining installments. In NPSP, Opportunities and related Payment records should reflect pledge commitments and installment schedules to preserve the organization's reporting and collection processes.

For pledges allocated across multiple funds, map the corresponding General Accounting Unit allocations and validate that the amounts reconcile with the intended gift totals. Integrate.io can support transformation and validation workflows before the records are loaded into Salesforce.

Developing a Cutover Plan for Raiser's Edge to Salesforce

A successful cutover requires coordinated data preparation, testing, staff readiness, and financial reconciliation. The following eight-phase sequence illustrates an accelerated 15-week migration plan. Many organizations should allow 4–6 months or longer, depending on data complexity, integrations, testing requirements, and available resources.

The 8-Phase Migration Sequence

Phase 1: Contract Review (Week 1)

Review your Blackbaud contract, confirm cancellation and data access requirements, and establish a target Salesforce go-live date.

Phase 2: Inventory and Baseline (Weeks 1–2)

Document constituent counts, gift totals by fund and fiscal year, and connected systems. Preserve these baselines for reconciliation.

Phase 3: Data Cleanup (Weeks 2–6)

Identify duplicate constituents, review unused attributes and codes, and simplify campaign structures where appropriate.

Phase 4: Field Mapping (Weeks 4–7)

Finalize field mappings, document household and soft-credit rules, and obtain Development and Finance approval.

Phase 5: Test Loading (Weeks 6–10)

Build and test the Integrate.io pipeline using representative records before conducting a full test migration. Reconcile record counts and financial totals, investigating discrepancies before proceeding.

Phase 6: Reports and Training (Weeks 8–12)

Recreate essential Salesforce reports, test workflows, and train staff in a sandbox environment.

Phase 7: Parallel Run (Weeks 11–14)

Operate both systems during a controlled transition period, compare transaction results, and resolve outstanding issues.

Phase 8: Final Cutover (Week 15)

Freeze Raiser's Edge changes, load remaining records, complete final reconciliation, and transition users to Salesforce.

Post-Migration Validation and User Acceptance Testing

Reconciliation should occur throughout testing and again after cutover. Before approving the migration, confirm that:

• Record integrity: Constituent, organization, gift, and recurring donation records are accounted for according to the approved mapping.

• Financial accuracy: Gift totals by fund and fiscal year reconcile, with soft credits excluded from duplicate revenue.

• Relationship accuracy: Households, affiliations, and donor recognition remain correctly associated.

• Operational readiness: Pledge balances, essential reports, connected systems, and staff workflows function as expected.

Document any discrepancies, assign owners, and resolve material issues before final sign-off.

Ensuring Data Security and Compliance During Your Migration

Donor data requires protection throughout the migration process. Both source and destination systems must maintain security, but the transfer itself introduces risk.

Best Practices for Secure Data Transfer

During export: Transfer Raiser's Edge data through secure channels such as SFTP rather than email. Restrict access to authorized migration team members, maintain an access record, and securely remove temporary local copies when no longer required.

During transformation: Review the platform's security assurances and applicable data residency requirements. Mask sensitive information in test environments and maintain access logs throughout the migration process.

During Salesforce loading: Use sandbox environments for testing, require multifactor authentication, and review data-sharing permissions before loading production records. Maintain documentation of data movement to support internal controls and compliance reviews.

Leveraging Integrate.io's Compliance Features

Integrate.io provides security and data management capabilities that support nonprofit migration workflows involving sensitive donor information:

• Security and compliance controls: Supports organizational data protection and applicable compliance requirements.

• Data transfer architecture: Supports data transfer through configurable pipelines.

• Data encryption controls: Provides safeguards for protecting sensitive information during integration workflows.

• Regional data processing: Confirm available data residency options.

• Security-focused support team: Guidance on data protection and implementation.

The data integration platform supports controlled donor data transfers through configurable pipelines, helping organizations manage data exposure and security risks.

Why Integrate.io Simplifies Your Raiser's Edge to Salesforce Migration

A successful migration requires more than transferring records between systems. Nonprofits need reliable data transformations, repeatable test loads, and accurate reconciliation to preserve donor information and maintain fundraising operations. Integrate.io brings these processes together in one data pipeline platform.

Complete Data Pipelines for Migration

Integrate.io helps teams prepare, transform, and load Raiser's Edge data into Salesforce through configurable workflows:

• Visual pipeline builder: Supports data transformation, field mapping, validation, and lookups through 220+ transformations.

• Salesforce integration: Connects data workflows to Salesforce for loading and managing migrated records.

• Pre-load validation: Supports configurable checks for mapping inconsistencies, duplicate records, and gift allocation discrepancies before loading.

• Incremental loading: Supports workflows for processing changed records during testing and final cutover.

These capabilities help teams manage migration as a repeatable process rather than a single data transfer.

Dedicated Support Throughout Migration

Integrate.io combines guided onboarding, Solution Engineer assistance, and ongoing customer support to help nonprofits build pipelines, troubleshoot transformation issues, and manage reconciliation. This guidance can be particularly valuable when handling complex constituent relationships and gift records.

Predictable Pricing for Migration Projects

Integrate.io's nonprofit solutions support organizations planning data integration and migration workflows. Its fixed-fee pricing approach can help teams budget more predictably for testing, validation, and production loads, subject to their agreed plan terms.

By combining data transformation, pipeline automation, and expert support, Integrate.io helps nonprofits maintain control over their migration while building processes they can continue using after Salesforce goes live.

Explore Integrate.io's nonprofit solutions to see how the platform can support your Raiser's Edge to Salesforce migration.

Frequently Asked Questions

What are the most common challenges in migrating from Raiser's Edge to Salesforce?

The most common challenges center on gift splits and soft credits. Gift splits must sum exactly to the total gift amount. If they don't, financial reconciliation fails. Soft credits create problems when miscoded as revenue-generating Opportunities instead of Contact Roles. Other common issues include campaign hierarchy complexity, non-constituent relationships that require careful mapping to Salesforce records, and stored credit card transfers that Blackbaud doesn't readily facilitate.

How long does a typical Raiser's Edge to Salesforce migration take?

Some migrations may take 4–6 months, but actual timelines depend on data complexity, integration requirements, and organizational readiness. Organizations with relatively simple data structures and minimal customization may complete migration in 3–4 months with dedicated resources. Larger organizations or those with Financial Edge integration, complex gift splits, or extensive campaign structures should plan for 5-6 months. The parallel run period should allow enough time to validate data and build stakeholder confidence.

Can we migrate custom fields from Raiser's Edge to Salesforce?

Yes, but custom field migration requires strategic decisions. Constituent codes can map to custom Contact fields or related records based on their reporting purpose. Attributes with dates may require custom objects or fields to preserve historical data. The key is auditing which custom fields are actively used. Many organizations find that some legacy attributes are no longer actively used and can be retired rather than migrated to Salesforce.

How does Integrate.io handle complex data transformations during migration?

Integrate.io provides 220+ visual transformations that handle common migration challenges without custom coding. For gift splits, you can build validation logic that rejects records where split amounts don't sum to the total. Deduplication workflows help identify duplicate records before load. Field mapping transformations convert Raiser's Edge codes to Salesforce picklist values. The platform also supports custom transformations for edge cases, with Solution Engineer guidance available based on plan terms.

What post-migration steps are essential for success?

Post-migration success depends on three activities. First, reconcile Salesforce records and financial totals against the original Raiser's Edge baseline. Second, securely archive the necessary source exports and migration documentation according to your retention requirements. Third, monitor staff adoption and resolve workflow issues during the first month to maintain data quality.