CRM migration
Field-level mapping, validation, and rollback between Core Practice and Mailchimp. We move data and schema; workflows are rebuilt natively in Mailchimp.
Core Practice
Source
Mailchimp
Destination
Compatibility
11 of 12
objects map 1:1 between Core Practice and Mailchimp.
Complexity
BStandard
Timeline
48–72 hours
Overview
Core Practice is a cloud-based dental and healthcare practice management system that stores patient contacts, appointment records, treatment histories, and billing data in a clinical workflow model. Mailchimp is an email marketing platform organized around audiences, contacts, merge fields, and behavioral tags — it has no native concept of appointments, treatment plans, or clinical records. FlitStack AI migrates Core Practice contacts and associated data into Mailchimp by mapping patient fields to Mailchimp merge fields, converting treatment categories into Mailchimp tags for segmentation, and preserving original contact creation timestamps as custom merge fields. The migration is scoped read-access on Core Practice with no disruption to clinical workflows during the cutover window. We do not migrate appointment calendars, treatment plans, clinical notes, or billing records — those are operational data that Mailchimp does not support. Automation workflows in Core Practice do not transfer; they must be rebuilt in Mailchimp's automation builder based on the migrated contact and tag structure.
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 Core Practice object lands in Mailchimp, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Core Practice
Patient / Contact
Mailchimp
Contact (Mailchimp Subscriber)
1:1Core Practice patient records map 1:1 to Mailchimp contacts. The primary email address becomes the Mailchimp subscriber identifier. First name, last name, and phone map to standard merge fields. Archived or inactive patient status maps to Mailchimp's Archived status rather than unsubscribed.
Core Practice
Patient Email Address
Mailchimp
Email (subscriber identifier)
1:1The patient email field in Core Practice becomes the Mailchimp subscriber email. This is the unique key for deduplication — if a patient record has no email, FlitStack flags it for manual review before migration since Mailchimp requires an email address for subscribers.
Core Practice
Patient Custom Properties
Mailchimp
Merge Fields (custom fields)
1:1Core Practice custom fields on patient records — such as referring dentist, preferred appointment time, insurance provider, or treatment interest — migrate to Mailchimp custom merge fields. Mailchimp requires merge field names to start with an asterisk and caps text at 255 characters; long-text fields require splitting or truncation.
Core Practice
Treatment Category / Type
Mailchimp
Tag (per contact)
1:1Treatment categories from Core Practice (General Checkup, Orthodontics, Cosmetic, Emergency, etc.) become Mailchimp tags applied to each patient contact. Tags enable campaign segmentation — a牙齿美白 campaign can target only contacts with the Cosmetic tag. Multiple treatment types per patient become multiple tags.
Core Practice
Patient Status (Active/Inactive)
Mailchimp
Mailchimp Subscriber Status
1:1Core Practice patient status values (Active, Inactive, Archived) map to Mailchimp subscriber statuses. Active maps to Subscribed, Inactive maps to Archived, and Archived maps to Archived. Unsubscribed patients in Core Practice are handled as unsubscribed in Mailchimp to preserve suppression lists.
Core Practice
Practitioner / Assigned Staff
Mailchimp
Merge Field (PRACTITIONER)
1:1The assigned dentist or hygienist on a Core Practice patient record has no direct Mailchimp equivalent. FlitStack creates a PRACTITIONER merge field on each Mailchimp contact and populates it with the practitioner name or ID from Core Practice. This enables segmenting campaigns by assigned provider if needed.
Core Practice
Last Appointment Date
Mailchimp
Merge Field (LAST_VISIT_DATE)
1:1Core Practice stores the last completed appointment date per patient. Mailchimp has no native date field — this migrates as a text-formatted merge field (LAST_VISIT_DATE) in YYYY-MM-DD format. The value enables recall and reactivation segment logic in Mailchimp but requires manual segment-building since Mailchimp treats it as text.
Core Practice
Appointment Records
Mailchimp
Not migrated
1:1Core Practice appointment records — including date, time, provider, procedure codes, and treatment notes — have no equivalent in Mailchimp's audience model. These are operational data that Mailchimp cannot represent. FlitStack preserves appointment context via treatment-category tags and last-visit date but does not migrate individual appointment records.
Core Practice
Treatment Plans / Clinical Notes
Mailchimp
Not migrated
1:1Clinical treatment plans, clinical notes, medical history, and radiograph references stored in Core Practice cannot migrate to Mailchimp. Mailchimp is an email marketing platform, not a clinical record system. These must remain in Core Practice or a dedicated clinical records system. FlitStack discloses this as a data boundary upfront.
Core Practice
Billing / Invoice Records
Mailchimp
Not migrated
1:1Core Practice invoice records, payment history, and outstanding balance data have no Mailchimp equivalent. Mailchimp's data model does not support financial records. This data remains in Core Practice for billing purposes and is referenced separately from the email marketing audience.
Core Practice
Core Practice Automations / Reminders
Mailchimp
Mailchimp Automations (manual rebuild required)
1:1Patient recall reminders, appointment confirmation automations, and treatment-follow-up workflows built in Core Practice do not transfer to Mailchimp. FlitStack exports a list of Core Practice automation triggers (such as recall intervals per treatment type) as a reference document for rebuilding in Mailchimp's automation builder.
Core Practice
Practice Location / Office
Mailchimp
Audience (separate per location) or Tag (LOCATION)
1:manyMulti-location dental practices using separate Core Practice accounts per location can create separate Mailchimp audiences per location (preferred for isolated patient lists) or use a LOCATION tag within a single audience (preferred for centralized reporting). FlitStack surfaces this decision before migration and applies the chosen structure consistently.
| Core Practice | Mailchimp | Compatibility | |
|---|---|---|---|
| Patient / Contact | Contact (Mailchimp Subscriber)1:1 | Fully supported | |
| Patient Email Address | Email (subscriber identifier)1:1 | Fully supported | |
| Patient Custom Properties | Merge Fields (custom fields)1:1 | Fully supported | |
| Treatment Category / Type | Tag (per contact)1:1 | Fully supported | |
| Patient Status (Active/Inactive) | Mailchimp Subscriber Status1:1 | Fully supported | |
| Practitioner / Assigned Staff | Merge Field (PRACTITIONER)1:1 | Fully supported | |
| Last Appointment Date | Merge Field (LAST_VISIT_DATE)1:1 | Fully supported | |
| Appointment Records | Not migrated1:1 | Fully supported | |
| Treatment Plans / Clinical Notes | Not migrated1:1 | Fully supported | |
| Billing / Invoice Records | Not migrated1:1 | Fully supported | |
| Core Practice Automations / Reminders | Mailchimp Automations (manual rebuild required)1:1 | Fully supported | |
| Practice Location / Office | Audience (separate per location) or Tag (LOCATION)1:many | 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.
Core Practice gotchas
No publicly documented public API for direct data extraction
Proprietary patient archiving logic can silently drop records
Appointment booking reliability is a documented weakness
Limited review volume limits migration confidence
Mailchimp gotchas
Contact count includes unsubscribed and non-subscribed records
Automation workflows cannot be exported
Account suspensions trigger silently during migration
Template HTML is Mailchimp-specific and may not render in other platforms
E-commerce data requires active store connection
Pair-specific challenges
Migration approach
Audit Core Practice data model and identify migration scope
FlitStack connects to Core Practice via scoped read-access API and inventories all patient contact fields, custom properties, treatment categories, and status values. We generate a pre-migration data audit report listing every field that will migrate, every field that exceeds Mailchimp's 255-character merge field limit, and every data type with no Mailchimp equivalent. You review and approve the scope before any data movement begins. This step also confirms contact volume, identifies duplicate email addresses, and surfaces patients without email addresses who need manual review.
Create Mailchimp audience and configure merge fields
We create the Mailchimp audience (or multiple audiences for multi-location practices) and pre-configure all custom merge fields identified in the audit. Merge field names are set with the correct asterisk-prefixed API naming convention. Default values are applied for any fields where Core Practice has empty values. Status mapping rules are configured — Active → Subscribed, Inactive → Archived, and so on — and reviewed with you before contacts are loaded.
Run sample migration with field-level diff for 100–500 contacts
A representative slice of patient contacts migrates to Mailchimp before the full run. FlitStack generates a field-level diff report showing source values from Core Practice and resulting values in Mailchimp for every mapped field. You verify merge field population, tag application, date formatting, and status mapping. Any fields that truncate or require adjustment are corrected in the mapping plan before the full migration runs. This sample also validates that Mailchimp's subscriber count and audience size reflect expected volumes.
Execute full migration with scoped Core Practice read access and delta pickup
The full contact migration runs using Core Practice's scoped read access — your team continues working in Core Practice throughout. A delta-pickup window of 24–48 hours after the initial load captures any new patient contacts or updated records created during the cutover period. FlitStack generates an audit log of every contact migrated, every tag applied, and every field transformed. One-click rollback is available if the Mailchimp audience does not reconcile to expectations.
Deliver automation rebuild reference and post-migration validation report
After migration, FlitStack delivers a Clinical-to-Marketing mapping document showing every Core Practice automation (recall intervals, confirmation triggers, follow-up sequences) translated into Mailchimp automation logic. This is a rebuild reference, not an import — your team uses it to reconstruct workflows in Mailchimp's automation builder. The post-migration validation report confirms contact counts, tag distributions, merge field completeness, and any records that require manual follow-up due to missing email addresses or duplicate records.
Platform deep dives
Core Practice
Source
Strengths
Weaknesses
Mailchimp
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. All 8 core objects map 1:1 between Core Practice and Mailchimp.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Core Practice and Mailchimp.
Object compatibility
All 8 core objects map 1:1 between Core Practice and Mailchimp.
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
Core Practice: Not publicly documented.
Data volume sensitivity
Core Practice 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
Answers to the questions buyers ask most during Core Practice to Mailchimp migration scoping. Not seeing yours? Book a call.
Walk through your Core Practice to Mailchimp migration with a real engineer — 30 minutes, free, written quote within 24 hours.
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