CRM migration

Migrate from Swift Digital Suite to Salesforce Sales Cloud

Field-level mapping, validation, and rollback between Swift Digital Suite and Salesforce Sales Cloud. We move data and schema; workflows are rebuilt natively in Salesforce Sales Cloud.

Swift Digital Suite logo

Swift Digital Suite

Source

Salesforce Sales Cloud

Destination

Salesforce Sales Cloud logo

Compatibility

58%

7 of 12

objects map 1:1 between Swift Digital Suite and Salesforce Sales Cloud.

Complexity

BStandard

Timeline

5-8 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Swift Digital Suite and Salesforce sit at different layers of the go-to-market stack. Swift Digital Suite is a marketing automation platform organised around Contacts, Campaigns, and Communication Assets for email, SMS, surveys, and events; Salesforce is a CRM with Leads, Contacts, Accounts, Opportunities, Cases, and a native Engagement history model. The migration is a cross-layer move, not a direct replacement, which means Swift Digital contacts and campaign membership become Salesforce Contacts and Campaign Members, email engagement timestamps become Tasks and EmailMessage records, and survey responses land in a custom object rather than a native survey store. The absence of a publicly documented bulk export API in Swift Digital Suite is the defining technical constraint: we sequence all data extraction through dashboard exports and paginated record retrieval, running multi-session pulls to avoid session timeouts for databases exceeding 50,000 contacts. We do not migrate Automation Workflows, Survey conditional branching, or Engagement Scoring logic; we deliver written inventories of each for the customer's admin to rebuild in Salesforce Flow or a dedicated survey tool.

Field-level fidelity

Every standard and custom field arrives verified.

Schema-aware mapping

AI proposes the map; you confirm before any record moves.

Relationships preserved

Parent–child, lookups, and ownership stay linked.

Full activity history

Calls, emails, meetings — with original timestamps.

Attachments & notes

Documents, uploads, and inline notes move with the record.

Why teams make this switch

Two sides of the same decision

Leaving

Swift Digital Suite logo

Swift Digital Suite

What's pushing teams away

  • Annual pricing starting at A$2,988 is positioned as a premium tier, making it costly for small businesses or nonprofits with limited marketing budgets.
  • Limited template library in the drag-and-drop builder means teams starting from scratch invest significant time building branded assets from scratch.
  • Despite an intuitive interface, the broader feature set introduces a learning curve for users accustomed to single-function email tools.
  • Some users report that the platform requires manual data entry for contacts that cannot be synced automatically from other business systems.

Choosing

Salesforce Sales Cloud logo

Salesforce Sales Cloud

What's pulling them in

  • The AppExchange marketplace with 5,000+ prebuilt apps gives enterprises integrations for nearly every business workflow without custom development.
  • Native Einstein AI for lead scoring, opportunity insights, and predictive forecasting adds intelligence without a separate platform purchase.
  • Territory management, multi-currency support, and advanced forecasting satisfy the needs of complex B2B sales organizations with structured revenue teams.
  • Slack, Tableau, and CPQ are deeply integrated into the core platform, keeping the sales stack unified for teams already in the Salesforce ecosystem.
  • Organizations with a large, established Salesforce implementation choose it because switching costs — integrations, custom code, trained admins — are prohibitive.

Object mapping

How Swift Digital Suite objects map to Salesforce Sales Cloud

Each row shows how a Swift Digital Suite object lands in Salesforce Sales Cloud, including any object-level transformations, lookup resolution, or schema-design dependencies.

Typical mapping — final map is confirmed during the sample migration step.

Swift Digital Suite

Contact

maps to

Salesforce Sales Cloud

Contact

1:1
Fully supported

Swift Digital Suite Contacts map directly to Salesforce Contacts with Email, FirstName, LastName, Phone, and custom property fields preserved. We use the contact email address as the dedupe key during import. Custom properties from Swift Digital Suite migrate to custom Contact fields (custom__c naming per Salesforce convention). Engagement score exports as a static numeric custom field sw_engagement_score__c for historical reference only — Salesforce's own scoring model recalculates independently after migration. Segment membership from Swift Digital maps to Campaign Membership in Salesforce.

Swift Digital Suite

Segment

maps to

Salesforce Sales Cloud

Campaign

1:many
Fully supported

Swift Digital Suite Segments group contacts by behavioural or demographic criteria and are used to target campaigns. We map each named segment to a Salesforce Campaign with Campaign Type set to Segmentation and a descriptive custom field sw_segment_source__c storing the original Swift Digital segment name. Segment membership becomes Campaign Member records attached to the Campaign, preserving the contact's membership date and source.

Swift Digital Suite

Campaign

maps to

Salesforce Sales Cloud

Campaign

1:1
Fully supported

Swift Digital Suite Campaigns are parent containers for email sends, event registrations, and survey triggers. Campaign metadata (name, type, created date, status, owner) maps to Salesforce Campaign. Active or paused campaign state from Swift Digital maps to Campaign Status (Active, Planned, Completed, Aborted). Campaign type mapping (email, event, survey) becomes Salesforce Campaign Type values.

Swift Digital Suite

Email Send

maps to

Salesforce Sales Cloud

EmailMessage + Task

1:1
Fully supported

Individual email sends from Swift Digital Suite are tied to a contact and a campaign. We export send timestamp, open timestamp, click events, bounce status, and unsubscribe status per contact-campaign pair. These migrate to Salesforce as EmailMessage records (the email body and metadata) linked to a Task record for the activity timeline entry. WhoId on Task points to the Contact; WhatId points to the related Campaign. Open and click events become custom Task fields rather than separate records.

Swift Digital Suite

Survey

maps to

Salesforce Sales Cloud

Custom Object (Survey_Response__c)

lossy
Fully supported

Swift Digital Suite Survey definitions and responses do not have a native Salesforce equivalent at standard tier. Survey questions and answer types migrate as a custom object schema: Survey_Response__c (header: survey name, contact reference, response date) and Survey_Response_Answer__c (detail: question text, answer value, answer type). Survey conditional branching and skip logic are not exportable from Swift Digital Suite and are not recreated by our migration; we deliver a written survey logic map for the customer's admin to rebuild in Salesforce Survey, a third-party survey tool, or a Flows-based branching form.

Swift Digital Suite

Event Registration

maps to

Salesforce Sales Cloud

Event + Campaign Member

1:1
Fully supported

Swift Digital Suite Event registrations include registration record, ticket type, attendance status, and RSVP history. We export the full event roster as Salesforce Campaign Member records (one per contact per event) with custom fields for ticket_type__c, attendance_status__c, and rsvp_date__c. Event-level details (venue, date, capacity) map to a Salesforce Event record linked to the Campaign. Multi-session or multi-day events map to multiple Event records with shared Campaign reference.

Swift Digital Suite

SMS Record

maps to

Salesforce Sales Cloud

Task (TaskSubtype = SMS)

1:1
Fully supported

SMS sends from Swift Digital Suite are tied to contacts and campaigns similarly to email sends. Outbound and inbound message content migrates as a Task with TaskSubtype = SMS, with message content stored in Task.Description and direction (inbound/outbound) stored in a custom field sms_direction__c. The contact's SMS consent flag from Swift Digital Suite migrates to the Salesforce SMS Opt Out object and to a custom field sms_consent__c for reference.

Swift Digital Suite

Custom Properties (Contact)

maps to

Salesforce Sales Cloud

Custom Fields on Contact

lossy
Fully supported

Contacts in Swift Digital Suite support custom properties as key-value pairs. We extract all active custom property names and data types (text, number, date, boolean, picklist) and map them to identically named custom fields on the Salesforce Contact object using the __c suffix. Where Swift Digital stores a date as a numeric epoch timestamp, we transform to Salesforce datetime format. Picklist values from Swift Digital map to Salesforce picklist or multi-select picklist depending on whether the source property allowed single or multiple values.

Swift Digital Suite

Engagement Score

maps to

Salesforce Sales Cloud

Custom Field (sw_engagement_score__c)

1:1
Fully supported

Swift Digital Suite engagement scores are computed using a proprietary algorithm based on open, click, and conversion events. We export the current numeric score as a custom field sw_engagement_score__c on the Contact record. This field is a historical snapshot only — Salesforce has no native engagement scoring engine that inherits Swift Digital's algorithm. We document the exported score alongside the scoring criteria (open weight, click weight, conversion weight) so the customer's admin can configure an equivalent scoring model in Salesforce Flow, Pardot, or a third-party scoring app.

Swift Digital Suite

Automation Workflow

maps to

Salesforce Sales Cloud

Documentation (no code migration)

lossy
Fully supported

Automation Workflows in Swift Digital Suite define trigger conditions, time delays, and action steps across email, SMS, and event channels. We document each active workflow as a structured record listing the trigger, each step, its conditions, and its actions. We do not migrate Workflows as code because Salesforce Flow uses a different trigger and action model with distinct governor limits, expression syntax, and element types. The workflow inventory is delivered as a written document with recommended Salesforce Flow equivalents for the customer's admin to rebuild.

Swift Digital Suite

Email Opt-out Flag

maps to

Salesforce Sales Cloud

HasOptedOutOfEmail

lossy
Fully supported

Swift Digital Suite tracks email unsubscribe status independently from SMS opt-out. We collapse both flags into a single Salesforce HasOptedOutOfEmail field using the more restrictive opt-out state: if a contact has opted out of SMS but not email, we set HasOptedOutOfEmail to true in the destination to prevent accidental SMS-to-email re-engagement. The original email-specific and SMS-specific flags are preserved in custom fields sw_email_unsubscribed__c and sw_sms_unsubscribed__c for audit.

Swift Digital Suite

Campaign Member Status

maps to

Salesforce Sales Cloud

CampaignMember Status

1:1
Fully supported

Swift Digital Suite tracks campaign membership status (invited, registered, attended, bounced, unsubscribed) per contact per campaign. These map to Salesforce CampaignMember Status values. We configure a Campaign Member Status picklist on the Salesforce Campaign that mirrors the Swift Digital membership states, ensuring reporting consistency between the source data and the migrated Campaign Member records.

Gotchas + challenges

What specifically takes care here

Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.

Swift Digital Suite logo

Swift Digital Suite gotchas

High

No publicly documented bulk API

Medium

Email and SMS opt-out flags are separate

Medium

Survey conditional logic is not exportable as-is

Low

Engagement scores are platform-specific snapshots

Low

Annual pricing model requires contract alignment

Salesforce Sales Cloud logo

Salesforce Sales Cloud gotchas

High

Workflow Rules and Process Builder are retired

High

Bulk API batch quota exhaustion during large imports

Medium

Storage overage billing is non-obvious

Medium

Account-Contact many-to-many relationship mapping

Low

Territory and team member import ordering dependencies

Pair-specific challenges

  • No bulk export API — extraction relies on dashboard-based sequential pulls

    Swift Digital Suite does not publish a bulk export API in its developer documentation. Migration of large contact databases requires sequential export through the platform's reporting dashboard or paginated record retrieval, which can be slow for databases exceeding 50,000 contacts. We handle this by batching export requests, running multi-session pulls to avoid session timeouts, and checkpointing progress at each batch boundary. For databases exceeding 50,000 contacts, we agree on a scope-cut date with the customer to freeze new record creation during the active migration window and avoid missing records created mid-extraction. This constraint also means we cannot run real-time delta syncs after initial load; final cutover requires a write-freeze on Swift Digital Suite during the delta migration window.

  • Email and SMS opt-out flags require merging into a single destination field

    Swift Digital Suite tracks unsubscribe status independently for email and SMS channels. Salesforce uses a single HasOptedOutOfEmail field for email consent and a separate SMS Opt Out object for SMS. During migration, we apply the more restrictive opt-out state across both channels to prevent accidental re-engagement: if a contact has opted out of SMS but not email in Swift Digital Suite, we flag them as opted-out in HasOptedOutOfEmail to avoid sending SMS to a contact who has expressed preference for SMS opt-out. We preserve the original channel-specific flags in custom fields for audit trails. This merging logic must be agreed upon during scoping because it affects marketing operations segmentation.

  • Survey conditional branching and skip logic do not export as executable rules

    Survey question branching and skip logic are defined inside Swift Digital Suite but not exposed in the export data. We extract all questions, answer options, response timestamps, and individual response values as flat rows tied to the contact. Before import, we confirm with the customer whether the destination survey tool (Salesforce Surveys, FormAssembly, Typeform, or another platform) needs equivalent branching to be rebuilt manually, or whether a flat response table is sufficient for reporting purposes. If flat responses are acceptable, we deliver the flattened survey schema in a custom object format. If branching is required, we document the original survey logic in a written map for the customer's admin to reconstruct.

  • Engagement scores are proprietary snapshots with no scoring equivalence in Salesforce

    Engagement scores in Swift Digital Suite are computed using a closed platform algorithm based on open, click, and conversion activity. We export the current score value as a static numeric custom field on the Contact record (sw_engagement_score__c). Salesforce does not include a native engagement scoring engine that inherits or approximates Swift Digital's algorithm. The exported score is a historical reference value only — it will not update after migration. The customer's admin must configure a new scoring model in Salesforce Flow, Pardot, or a third-party scoring application if behavioural scoring is required in the destination. We document the original Swift Digital scoring weightings (open weight, click weight, conversion weight) to support the rebuild.

  • Campaign and Event custom fields require schema pre-creation before data import

    Swift Digital Suite supports custom fields on campaigns and events that have no direct Salesforce standard field equivalent. We pre-create the destination schema in Salesforce (Campaign custom fields, Event custom fields, custom objects for survey responses) via metadata API or change set before any data import begins. This requires the customer to provision a Sandbox org for pre-migration validation, and the custom field API names must be agreed upon before production migration. If the Salesforce org has existing custom fields with the same names, field type conflicts (text vs picklist, date vs datetime) must be resolved before import to avoid silent data truncation.

Migration approach

Six steps for a successful Swift Digital Suite to Salesforce Sales Cloud data migration

  1. Discovery and extraction constraint assessment

    We audit the Swift Digital Suite portal across contact volume, segment count, active campaign count, email send history, event types and registrations, survey count and response volume, SMS record volume, custom property definitions, active workflow count, and engagement score availability. We use this to confirm the no-API extraction timeline (number of dashboard export sessions required), flag any scope-cut date needed for large databases, and produce a written migration scope with record counts per object and an estimated extraction duration. We simultaneously assess the Salesforce destination org: edition (Professional $80/user or Enterprise $165/user), existing custom fields and objects, active validation rules and field-level security, and whether Salesforce Surveys is available for survey rebuild planning.

  2. Schema design in Salesforce Sandbox

    We deploy the destination schema into a Salesforce Sandbox (Full Copy or Partial Copy based on data volume) before production migration. This includes pre-creating custom fields on Contact and Campaign (sw_engagement_score__c, sw_segment_source__c, sw_email_unsubscribed__c, sw_sms_unsubscribed__c), custom objects for survey responses (Survey_Response__c, Survey_Response_Answer__c), custom fields on Event (ticket_type__c, attendance_status__c, rsvp_date__c), and SMS-related fields on Task (sms_direction__c, sms_consent__c). We configure Campaign Member Status picklist values to match Swift Digital Suite membership states. Validation rules and field-level security are documented for temporary relaxation during migration. Schema is validated in Sandbox before production deployment.

  3. Dashboard-based extraction with session management

    We execute multi-session export runs from the Swift Digital Suite reporting dashboard. Contacts export first with all custom property columns, followed by segment membership (mapped to Campaign), campaign metadata, email send history, event registrations, SMS records, and survey responses. Each export run is checkpointed with a row count and timestamp. For databases exceeding 50,000 contacts, we agree on a scope-cut date with the customer before running the final export to avoid pulling records created during active migration. We normalise date formats (epoch to ISO 8601), collapse the dual opt-out flags using the more-restrictive merge logic, and flatten survey responses to the flat row format agreed during scoping. Extracted data is held in a staging environment with a manifest for reconciliation.

  4. Sandbox migration, reconciliation, and sign-off

    We run a full migration into the Salesforce Sandbox using production-like data volumes from the staging environment. We import Contacts first (with AccountId resolved for contacts tied to known accounts), then Campaign Members from segment membership, Campaigns, Email Sends as EmailMessage and Task records, Event registrations as Campaign Members with custom event fields, SMS records as Task subtype SMS, and survey responses into the custom Survey_Response__c object. We reconcile record counts against the Swift Digital export manifest for each object. The customer's RevOps lead spot-checks 25-50 records per object against the source and signs off the sandbox migration before production migration begins.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Accounts (from any CRM-linked companies if applicable), Contacts with custom fields, Campaigns, Campaign Members, Products and Pricebook entries (if migrating product-linked event registrations), Tasks and Events for engagement history, EmailMessage records, and Survey Response custom objects. Each phase emits a row-count reconciliation report against the export manifest before the next phase begins. We use the Salesforce Bulk API 2.0 for high-volume activity records (Tasks, Events) with batch chunking, parent-record lookup resolution (WhoId, WhatId, AccountId), and exponential backoff on API limit responses. Validation rules are temporarily disabled or scoped with a migration-context bypass during the load window.

  6. Cutover, delta migration, and workflow rebuild handoff

    We freeze Swift Digital Suite write access during the final delta migration window, run a delta export of any records modified since the initial export cut-off, import the delta records, and enable Salesforce as the system of record. We deliver the Automation Workflow inventory document (each workflow with trigger, steps, conditions, and recommended Salesforce Flow equivalent), the Survey Logic Map (question tree with branching conditions for manual rebuild), and the Engagement Score Reference document (original algorithm weightings for manual scoring model configuration). We support a one-week hypercare window for reconciliation issues raised by the customer's team. Workflow rebuild, survey branching configuration, and engagement scoring model design are outside the migration scope and are delivered as written inventories for the customer's admin team or a Salesforce implementation partner.

Platform deep dives

Context on both ends of the pair

Swift Digital Suite logo

Swift Digital Suite

Source

Strengths

  • Since 2000, an established Australian SaaS with a track record serving government departments and enterprise clients.
  • Drag-and-drop builders for email, event pages, and surveys reduce reliance on design or developer resources.
  • Engagement scoring built into the platform surfaces high-value contacts without additional configuration.
  • SMS, email, survey, and event management in a single platform avoids multi-vendor coordination overhead.
  • Local Australian support team cited consistently across reviews as responsive and accessible.

Weaknesses

  • No publicly documented bulk export API — migration relies on dashboard exports and paginated record retrieval, which can be slow for large contact databases.
  • Annual pricing starting at A$2,988 positions the platform as mid-to-premium, limiting appeal for small businesses.
  • Limited template library means teams invest time building branded assets from scratch rather than customising existing ones.
  • Manual data entry required for contacts that cannot be synced automatically from CRM or website forms.
Salesforce Sales Cloud logo

Salesforce Sales Cloud

Destination

Strengths

  • Largest enterprise app ecosystem in CRM with 5,000+ AppExchange integrations covering nearly every vertical workflow.
  • Native Einstein AI delivers lead scoring, opportunity insights, and predictive forecasting without a third-party layer.
  • Advanced territory management, multi-currency, and flexible forecasting satisfy complex B2B revenue structures.
  • Deep platform extensibility: Custom Objects, Apex, Flow, and the Metadata API allow full schema customization.
  • Well-documented REST API, Bulk API, and Composite API with published rate limits for programmatic migration.

Weaknesses

  • Pricing model is layered and opaque in practice: per-seat fees plus storage overages, add-on subscriptions, and annual uplifts compound to 30–40% above sticker price.
  • Workflow Rules and Process Builder are deprecated, forcing all orgs onto Salesforce Flow — a migration task that catches many teams by surprise.
  • Steep administrative complexity: meaningful configuration requires a dedicated Salesforce admin or consultant.
  • API rate limits are edition-gated (100k/day base for Enterprise) and easily exhausted by large historical imports without throttling.
  • Data export is exportable via Data Loader but preserving relationship integrity across 30+ objects requires careful ETL sequencing.

Complexity grading

How hard is this migration?

Standard CRM migration. 1 of 8 objects need a mapping; the rest are 1:1.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Swift Digital Suite and Salesforce Sales Cloud.

  • Object compatibility

    B

    1 of 8 objects need a mapping; the rest are 1:1.

  • Field mapping clarity

    C

    Field mapping is derived from defaults — final spec confirmed during the sample migration.

  • Timeline complexity

    B

    8-object category — typical timelines run 2–7 days end-to-end.

  • API constraints

    B

    Swift Digital Suite: Not publicly documented in the v3 API reference.

  • Data volume sensitivity

    A

    Swift Digital Suite exposes a bulk API — large-volume migrations stream efficiently.

Estimator

Estimate your Swift Digital Suite to Salesforce Sales Cloud migration cost

Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.

Step 1

What are you migrating?

Pick a category, then your source and destination platforms.

Category

FAQ

Frequently asked questions about Swift Digital Suite to Salesforce Sales Cloud data migrations

Answers to the questions buyers ask most during Swift Digital Suite to Salesforce Sales Cloud migration scoping. Not seeing yours? Book a call.

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Most migrations land between five and eight weeks for databases under 25,000 contacts with no survey response history and straightforward campaign membership. Migrations with databases exceeding 50,000 contacts, multi-type event series, survey response histories exceeding 10,000 rows, or extensive custom properties on both contacts and campaigns move to ten to sixteen weeks because of multi-session dashboard extraction coordination, survey flattening work, custom schema deployment, and opt-out flag merging logic. The absence of a bulk export API in Swift Digital Suite is the primary timeline variable — it determines how many sequential export sessions are required.

Adjacent paths

Related migrations to explore

Ready when you are

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