CRM migration
Field-level mapping, validation, and rollback between Acumen and Salesforce Sales Cloud. We move data and schema; workflows are rebuilt natively in Salesforce Sales Cloud.
Acumen
Source
Salesforce Sales Cloud
Destination
Compatibility
10 of 10
objects map 1:1 between Acumen and Salesforce Sales Cloud.
Complexity
BStandard
Timeline
48–72 hours
Overview
Acumen is a digital experience management platform that tracks employee application usage, workflow friction points, and engagement scores across enterprise IT environments. It does not store CRM-style contacts, companies, or deals — its primary entities are Users, Applications, Sessions, and Experience Scores. Migrating to Salesforce Sales Cloud therefore involves translating Acumen's operational telemetry into Salesforce's relational model: Users become Contacts or internal Users, application usage records become custom Activity objects, and engagement metrics become custom fields on those records. Acumen's API exposes session data, application access logs, and sentiment surveys — we pull this via REST export, transform the telemetry into Salesforce Tasks and Events with custom fields for DEX-specific metrics, then map the remaining data to custom objects. Automations, IT workflows, and monitoring configurations in Acumen do not have Salesforce equivalents and must be rebuilt using Salesforce Flow. We deliver a schema plan before data moves, run a sample migration against a sandbox, and capture any in-flight changes during cutover through a delta-pickup window.
Every standard and custom field arrives verified.
AI proposes the map; you confirm before any record moves.
Parent–child, lookups, and ownership stay linked.
Calls, emails, meetings — with original timestamps.
Documents, uploads, and inline notes move with the record.
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
Each row shows how a Acumen 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.
Acumen
User
Salesforce Sales Cloud
Contact
1:1Acumen User records (name, email, department, manager) map directly to Salesforce Contact fields. The Contact's AccountId is resolved from Acumen's organizational unit field or defaulted to a placeholder Account. Original hire date and department translate to custom fields on Contact.
Acumen
User
Salesforce Sales Cloud
User
1:1Internal Acumen administrators who will own Salesforce records are matched to Salesforce Users by email. Unmatched admins are flagged before migration — your team either provisions Salesforce User accounts first or assigns a fallback owner for their records. We also store the original Acumen admin identifier in a custom Source_Admin_ID__c field on the Salesforce User record to maintain audit traceability.
Acumen
Application
Salesforce Sales Cloud
Custom Object: AcumenApplication__c
1:1Acumen application inventory (name, vendor, category, criticality flag) has no native Salesforce equivalent. We create a custom object with fields for application name, vendor, category, and criticality. This object serves as the parent in the User→Application session relationship. It also includes a Source_System_ID__c field to link each application record back to its Acumen identifier for data lineage.
Acumen
Session
Salesforce Sales Cloud
Task / Event
1:1Acumen session records (user, application, start time, end time, duration) become Salesforce Tasks with Type='Application Session'. Session duration, response time, and application name are stored as custom fields on the Task. Start and end timestamps map to Salesforce Task ActivityDate for reporting.
Acumen
Session
Salesforce Sales Cloud
Custom Junction: UserApplicationSession__c
1:1Acumen's N:N User→Application session relationship requires a custom junction object in Salesforce to preserve the many-to-many link between user and application. The junction stores the SessionId, session start/end, and session quality score as custom fields. Additional metadata such as device type and network latency can also be captured on the junction for deeper IT performance insights.
Acumen
Experience Score
Salesforce Sales Cloud
Custom field on Contact
1:1Acumen Digital Experience Scores (DES, 0–100) per user are stored as a custom Number field (Acumen_DES__c) on the Salesforce Contact record. Historical score snapshots are preserved as JSON-encoded strings in a custom long-text area field for trend reporting. The JSON format allows longitudinal analysis of score changes across periods, enabling identification of engagement trends and seasonal patterns.
Acumen
Sentiment Survey Response
Salesforce Sales Cloud
Custom Object: AcumenSentiment__c
1:1Acumen sentiment survey responses (question, answer, score, timestamp) are stored as a custom object linked to Contact. Each survey question becomes a field on this object. Responses are linked to the Contact who submitted them via a lookup relationship. This structure supports aggregated sentiment analysis across respondents, allowing you to filter results by department or time range in Salesforce Reports.
Acumen
Workflow Alert
Salesforce Sales Cloud
Task (Note)
1:1Acumen IT workflow alerts (threshold breach, access denial, anomaly detection) have no direct Salesforce equivalent. We preserve alert records as Tasks with a custom type 'Acumen Alert' and a custom description field, but the trigger logic must be rebuilt in Salesforce Flow.
Acumen
Department / Org Unit
Salesforce Sales Cloud
Account / Contact Department
1:1Acumen organizational units map to Salesforce Account records for department-level grouping. Individual user department assignments also store in a custom Department__c field on Contact. Teams choose whether to use Account hierarchy or a custom field based on reporting needs. The choice influences how cross-department reports are structured in Salesforce Reports, affecting grouping, filtering, and visibility of department metrics.
Acumen
Attachment / Report Export
Salesforce Sales Cloud
Salesforce Files
1:1Acumen report exports and attached documents re-upload to Salesforce Files associated with the relevant Contact or custom object record. File size limits (Salesforce default 25MB per file) apply; larger exports are split into multiple files. We also log each file's original Acumen path in a custom field on the Salesforce File record for traceability and future reference.
| Acumen | Salesforce Sales Cloud | Compatibility | |
|---|---|---|---|
| User | Contact1:1 | Fully supported | |
| User | User1:1 | Fully supported | |
| Application | Custom Object: AcumenApplication__c1:1 | Fully supported | |
| Session | Task / Event1:1 | Fully supported | |
| Session | Custom Junction: UserApplicationSession__c1:1 | Fully supported | |
| Experience Score | Custom field on Contact1:1 | Fully supported | |
| Sentiment Survey Response | Custom Object: AcumenSentiment__c1:1 | Fully supported | |
| Workflow Alert | Task (Note)1:1 | Fully supported | |
| Department / Org Unit | Account / Contact Department1:1 | Fully supported | |
| Attachment / Report Export | Salesforce Files1:1 | Fully supported |
Gotchas + challenges
Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.
Acumen gotchas
Acumen does not own the software — DCI is the underlying platform
FMS data is regulated by state Medicaid waiver rules
EVV records carry GPS and biometric verification data
State pages reference state-specific forms not in the standard schema
Salesforce Sales Cloud gotchas
Workflow Rules and Process Builder are retired
Bulk API batch quota exhaustion during large imports
Storage overage billing is non-obvious
Account-Contact many-to-many relationship mapping
Territory and team member import ordering dependencies
Pair-specific challenges
Migration approach
Audit Acumen API schema and export structure
We connect to Acumen via API using read-only credentials and pull a full schema inventory: all User fields, Application fields, Session fields, Sentiment Survey fields, and Workflow Alert fields. We count record volumes per object, identify pick-list value sets, and assess API pagination limits. This inventory drives the custom object creation plan for Salesforce and confirms the junction object architecture for N:N session data. We deliver a data inventory document before any data moves.
Design Salesforce custom object schema
Based on the Acumen inventory, we create the AcumenApplication__c custom object, the AcumenSentiment__c custom object, and the UserApplicationSession__c junction object in a Salesforce sandbox. We define all custom fields (DES scores, duration fields, response time fields) with correct types, set up pick-list value sets, and configure the lookup and master-detail relationships. We also add custom fields to the Contact object for Acumen-specific metrics. The sandbox schema is reviewed with your Salesforce admin before we commit to it.
Resolve owners and validate user email matching
Acumen user emails are matched to existing Salesforce Users for record ownership assignment. We run an email resolution pass against your Salesforce org: users with matching emails are flagged as matched; users without matches are flagged for action (either provision Salesforce User accounts or assign a fallback owner). No session or sentiment record migrates without a resolved owner. We deliver an owner-resolution report before the migration run so your team can address gaps proactively.
Run sample migration with field-level diff
A representative slice migrates first — typically 100–500 Acumen users plus their associated applications, sessions, and sentiment records. We generate a field-level diff comparing source Acumen values to destination Salesforce field values for each record, confirming that session duration, response time, DES score, and sentiment fields landed correctly in Salesforce. This sample run validates the junction object architecture, confirms email matching accuracy, and surfaces any field-level transformation issues before the full run commits.
Execute full migration with delta-pickup cutover
The full migration runs in sequence: Users → Applications → Sessions/Sentiment records → Workflow Alerts. We use Salesforce Bulk API 2.0 for high-volume session loads to stay within API rate limits. A delta-pickup window (24–48 hours after the full load) captures any new Acumen sessions or sentiment submissions created during the cutover window. All operations are logged in an audit record; one-click rollback is available if reconciliation identifies mismatches. The FlitStack audit log captures every record created, updated, or skipped with the reason code.
Platform deep dives
Acumen
Source
Strengths
Weaknesses
Salesforce Sales Cloud
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 1 of 8 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Acumen and Salesforce Sales Cloud.
Object compatibility
1 of 8 objects need a mapping; the rest are 1:1.
Field mapping clarity
Field mapping is derived from defaults — final spec confirmed during the sample migration.
Timeline complexity
8-object category — typical timelines run 2–7 days end-to-end.
API constraints
Acumen: Not publicly documented — DCI does not publish API rate limits on the open web. We confirm limits with Acumen and DCI during scoping..
Data volume sensitivity
Acumen doesn't expose a bulk API — REST + parallelization used for high-volume runs.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
Pick a category, then your source and destination platforms.
Category
FAQ
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