CRM migration

Migrate from Core Practice to Pipedrive

Field-level mapping, validation, and rollback between Core Practice and Pipedrive. We move data and schema; workflows are rebuilt natively in Pipedrive.

Core Practice logo

Core Practice

Source

Pipedrive

Destination

Pipedrive logo

Compatibility

100%

12 of 12

objects map 1:1 between Core Practice and Pipedrive.

Complexity

BStandard

Timeline

48–72 hours

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Core Practice is a dental practice management system built around patient records, appointment scheduling, treatment plans, and billing. Pipedrive is a sales CRM built around People, Organizations, Deals, Activities, and Leads — it has no native appointment scheduling, no clinical notes object, and no billing ledger. The migration therefore requires careful triage: patient contact data maps cleanly to Pipedrive People and Organizations; appointments and treatment records map to Pipedrive Activities with custom field enrichment; billing and payment records have no Pipedrive equivalent and are exported as reference attachments or custom-field summaries. FlitStack AI reads Core Practice via its export API or CSV dump, maps each object against Pipedrive's REST API field names, creates any missing custom fields in Pipedrive before import, and sequences the load so People resolve before Deals. A 24–48 hour delta-pickup window covers records modified during cutover. We do not migrate appointment-reminder workflows or treatment-plan automation — those are rebuilt in Pipedrive's Automation builder or a scheduling 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

Core Practice logo

Core Practice

What's pushing teams away

  • Excessive clicks and overcomplicated workflows frustrate staff and slow down appointment booking.
  • Patients are reported lost due to poor data integrity and unreliable patient record management.
  • The platform scores poorly on ease of use, value for money, and customer service compared to competitors.
  • Low review volume (6 verified reviews) suggests limited adoption and a lack of community resources.
  • Users report the software is useless at making appointments, directly undermining core dental practice operations.

Choosing

Pipedrive logo

Pipedrive

What's pulling them in

  • Clean drag-and-drop pipeline interface with minimal learning curve, making it approachable for small sales teams without dedicated CRM admins.
  • Visual deal tracking keeps reps focused on next actions — activities, calls, and follow-up tasks surface directly in the pipeline view.
  • Strong integrations via Zapier and native marketplace apps let teams wire Pipedrive into Calendly, ActiveCampaign, and similar sales-stack tools.
  • Mobile apps for iOS and Android keep field reps connected to deals, contacts, and tasks without a desktop session.
  • Reputation and review volume — over 3,000 verified reviews across G2 and Capterra — signal reliability for teams evaluating CRM options.

Object mapping

How Core Practice objects map to Pipedrive

Each row shows how a Core Practice object lands in Pipedrive, 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

maps to

Pipedrive

Person

1:1
Fully supported

Core Practice patients map directly to Pipedrive People. Name, email, phone, address, and date of birth transfer as standard Person fields using FlitStack's direct field mapping. For patients without an email address on file, FlitStack assigns a placeholder email flag so your team can identify and complete those records post-migration. This prevents incomplete Person records and ensures your Pipedrive database remains clean and actionable for downstream sales and communication workflows.

Core Practice

Patient

maps to

Pipedrive

Organization

1:1
Fully supported

When a Core Practice patient has an associated family or employer record, FlitStack AI creates a Pipedrive Organization and links the Person to it via the org_id field. This preserves the patient-company relationship without collapsing it into a single flat record.

Core Practice

Appointment

maps to

Pipedrive

Activity

1:1
Fully supported

Core Practice appointment records (date, time, duration, appointment type, status) map to Pipedrive Activities. Each appointment becomes a Task or Event activity with the original start/end timestamps and the appointment type stored in a custom field (Appointment_Type__c). Cancelled appointments are migrated as completed tasks with a Cancelled status.

Core Practice

Treatment Plan

maps to

Pipedrive

Custom Fields on Deal + Note

1:1
Fully supported

Core Practice treatment plans list procedures, prices, and stages (e.g. Initial Exam, Orthodontics, Surgery). FlitStack creates a Pipedrive Deal per treatment plan, sets the deal value to the plan total, and attaches the full procedure list as a Note. Individual procedures are stored in custom fields on the Deal.

Core Practice

Invoice / Billing Record

maps to

Pipedrive

Custom Fields on Deal + File Attachment

1:1
Fully supported

Core Practice invoices (amount, status, line items) have no native Pipedrive equivalent. FlitStack migrates invoice metadata as custom fields on the linked Deal (Invoice_Status__c, Total_Invoice__c) and attaches the original invoice PDF as a Pipedrive File. Payment history is stored in a custom Activity Note.

Core Practice

Staff / Practitioner

maps to

Pipedrive

User

1:1
Fully supported

Core Practice staff records (name, role, email) map to Pipedrive Users. FlitStack resolves each Core Practice practitioner by email match against Pipedrive user accounts. Unmatched staff are flagged before migration so you can create Pipedrive accounts or reassign their records.

Core Practice

Insurance / Health Fund Record

maps to

Pipedrive

Custom Fields on Person

1:1
Fully supported

Dental insurance information—including provider name, policy number, and coverage percentage—stored in Core Practice is mapped to custom fields on the Pipedrive Person record. These include Insurance_Provider__c, Policy_Number__c, and Coverage_Pct__c fields created via Pipedrive's API before migration. The data migrates as informational reference only, since Pipedrive has no billing ledger or claims-processing capability. Your team should maintain insurance records in a dedicated dental practice management or accounting tool post-migration.

Core Practice

Clinical Note / Chart Note

maps to

Pipedrive

Note

1:1
Fully supported

Core Practice clinical notes per patient attach as Pipedrive Notes linked to the Person record. FlitStack preserves the original note date and author in the Note body header. Large chart attachments (X-rays, intraoral photos) are downloaded and re-uploaded as Pipedrive Files with a link back to the Person.

Core Practice

Product / Consumable

maps to

Pipedrive

Product

1:1
Fully supported

Core Practice products (dental materials, equipment items used in treatment) map to Pipedrive Products. Product name, unit price, and unit description transfer. Stock levels and supplier information are stored as custom fields since Pipedrive Products track price and SKU only.

Core Practice

Lead / Prospect

maps to

Pipedrive

Lead

1:1
Fully supported

If Core Practice has a pre-appointment inquiry or marketing lead record, those map to Pipedrive Leads. Leads inherit all custom fields configured for Pipedrive Deals. Unqualified leads remain in the Pipedrive Lead Inbox until your team converts them to Deals.

Core Practice

Appointment Reminder / Workflow

maps to

Pipedrive

Automation

1:1
Fully supported

Core Practice appointment reminders, SMS confirmations, and recall workflows are platform-native constructs with no Pipedrive equivalent. FlitStack exports the workflow definitions as a structured JSON document for your team to rebuild in Pipedrive Automations or a third-party scheduling tool like Calendly.

Core Practice

Reporting / Dashboard

maps to

Pipedrive

Insights

1:1
Fully supported

Core Practice clinical and financial dashboards have no Pipedrive equivalent. The underlying data (appointment counts, revenue per patient, treatment plan values) migrates into Pipedrive Deals and Activities so you can rebuild equivalent reports in Pipedrive's Insights module or connect to a BI tool.

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.

Core Practice logo

Core Practice gotchas

High

No publicly documented public API for direct data extraction

High

Proprietary patient archiving logic can silently drop records

Medium

Appointment booking reliability is a documented weakness

Medium

Limited review volume limits migration confidence

Pipedrive logo

Pipedrive gotchas

High

Custom field hash keys differ per account

High

Export access gated by visibility groups

Medium

Token-based API rate limits since December 2024

Medium

Sequences and Automations not exposed via REST API

Low

Cost escalates via workflow caps and add-ons

Pair-specific challenges

  • Pipedrive has no appointment scheduling or clinical note object

    Core Practice structures its entire data model around patient appointments, treatment plans, and clinical notes. Pipedrive has no appointment object, no clinical note entity, and no treatment-plan construct. Appointment records migrate as Pipedrive Activities with custom fields holding appointment type and status; clinical notes become Notes on the Person. Your team will need to rebuild appointment reminders and recall workflows in Pipedrive Automations or a connected scheduling tool. FlitStack exports the Core Practice workflow definitions as a rebuild reference, but the automation logic itself cannot be transferred programmatically because Pipedrive's automation model uses event-condition-action rules that are structurally incompatible with Core Practice's scheduling engine.

  • Pipedrive's token-based API rate limits affect bulk load pacing

    Pipedrive introduced token-based rate limits in December 2024. New Pipedrive accounts are capped at 1,200 requests per minute per API token, and limits vary by plan tier on older accounts. Core Practice exports are often large — a clinic with 10,000 patients and 40,000 historical appointments can generate a significant API write volume. FlitStack paces bulk imports to respect Pipedrive's rate limit headers (X-RateLimit-Remaining and Retry-After) and distributes writes across multiple API tokens when available. This pacing can extend migration time for large exports beyond the initial estimate, especially if Core Practice's export must be pulled in batches due to its own API pagination limits.

  • Pipedrive custom fields use hashed key names, not admin-defined names

    When you create a custom field in Pipedrive's UI, the system assigns it a random 40-character hash key (e.g. a1b2c3d4e5f6g7h8) rather than using the label you typed. This hash is what the API returns and what FlitStack must reference during import. If you create a custom field in Pipedrive after FlitStack has already generated the field mapping, the hash changes and the mapping breaks. FlitStack addresses this by creating all required custom fields via API using the same key-naming convention in a single pre-migration step, ensuring the hash is stable before any record import begins.

  • Billing and invoice records have no Pipedrive equivalent and cannot be migrated as live financial data

    Core Practice generates invoices, tracks payments, and manages health fund claims — financial records with audit and compliance implications. Pipedrive Deals track a monetary value and status but have no invoice ledger, no payment history object, and no accounts-receivable tracking. FlitStack migrates invoice metadata (invoice number, total, status, payment date) as custom fields on the linked Deal and attaches the original invoice PDF as a File. However, the financial audit trail remains in Core Practice or your accounting software. Practices that rely on Core Practice for billing must export financial reports separately and close out the billing module in Core Practice before cutover, as Pipedrive cannot process payments or generate compliant tax invoices.

  • Patient-to-Deal linkage requires a patient record to exist before the deal can be created

    Pipedrive requires a valid person_id on a Deal at creation time if the deal is linked to a person. Core Practice appointments and treatment plans reference patients by patient_id. FlitStack sequences the migration so all Person records are loaded first, then Deals are created with the resolved person_id. If a Core Practice appointment references a patient who was excluded from the migration (e.g. inactive patients filtered by a date range), FlitStack creates the Deal without a person link and flags the record so your team can manually link it after migration.

Migration approach

Six steps for a successful Core Practice to Pipedrive data migration

  1. Audit Core Practice export and design Pipedrive schema

    FlitStack connects to Core Practice via its export API or CSV dump (depending on your plan) and inventories all object types: patients, appointments, treatment plans, invoices, clinical notes, practitioners, and products. We then create the Pipedrive custom fields (Appointment_Type__c, Invoice_Status__c, Source_System_ID__c, etc.) via Pipedrive's API before any data loads. This ensures the field hashes are stable and available for mapping before the first record is written.

  2. Resolve practitioner and staff records to Pipedrive Users

    Core Practice staff and practitioner IDs are resolved against Pipedrive Users by email match. FlitStack generates a pre-migration owner report that lists every Core Practice practitioner alongside their matched Pipedrive user account, or flags 'no match found' for unresolved records. Your team reviews this report and creates missing Pipedrive accounts or assigns a fallback owner before the migration run executes, ensuring no record lands without an assigned owner. This resolution step prevents orphaned Activities and Deals that would otherwise require manual re-assignment post-migration.

  3. Load Person and Organization records first

    Pipedrive requires a valid person_id on Deals and Activities. FlitStack sequences the migration: Persons and Organizations load first (Step 1), then Deals are created with the resolved person_id (Step 2), then Activities are linked to the correct Person and Deal IDs (Step 3). This foreign-key ordering prevents orphaned records and duplicate person entries. FlitStack deduplicates by email during this step to avoid creating two Person records for the same patient.

  4. Run sample migration with field-level diff

    A representative sample — typically 100–300 records across patients, appointments, treatment plans, and invoices — migrates first. FlitStack generates a field-level diff comparing source values against destination field values, highlighting any transformation discrepancies. Your team reviews appointment type mappings, verifies deal value accuracy, checks owner assignment, and confirms custom field population before the full migration run commits. This checkpoint catches issues early and prevents the complexity of rolling back a full-migration if systematic mapping errors surface post-load.

  5. Execute full migration with delta-pickup window

    The full migration loads all remaining records into Pipedrive. A 24–48 hour delta-pickup window then polls Core Practice for any records modified or created during the migration run — typically new appointments booked or patient records updated by front-desk staff during cutover. FlitStack writes a delta migration file and merges it into Pipedrive before you mark the migration complete. An audit log records every insert and update operation.

  6. Deliver handover report and workflow rebuild reference

    After validation, FlitStack delivers a migration summary report: record counts per object, duplicate rate, owner-unmatched count, and delta merge results. We also deliver a structured JSON export of your Core Practice appointment-reminder and recall workflow definitions, annotated for rebuilding in Pipedrive Automations. One-click rollback remains available for 48 hours post-migration if reconciliation reveals a systematic mapping error that requires reverting the entire dataset.

Platform deep dives

Context on both ends of the pair

Core Practice logo

Core Practice

Source

Strengths

  • Cloud-based with no server maintenance or upfront capital costs.
  • No lock-in contracts allow month-to-month commitment.
  • Australian-hosted infrastructure for local data residency compliance.
  • All-in-one bundling of commercial, clinical, and clerical functions.
  • Real-time access from any device for multi-location practices.

Weaknesses

  • Extremely low review rating (2.7/5) indicating widespread user dissatisfaction.
  • Only 6 verified reviews exist, making independent evaluation difficult.
  • Poor ease-of-use scores (3.0/5) reflect overcomplicated workflows.
  • Weak customer service ratings (2.6/5) from the small reviewer base.
  • Minimal third-party integrations and limited API documentation published.
Pipedrive logo

Pipedrive

Destination

Strengths

  • Intuitive drag-and-drop pipeline that sales reps actually use without resistance or training overhead.
  • Per-seat unlimited-deals model on all tiers — reps cannot be blocked from logging activity.
  • Active marketplace with 400+ integrations and a documented REST API with OpenAPI 3 specs.
  • Mobile apps with offline access, call logging, and calendar sync keep field teams operational.
  • Strong focus on sales activity tracking — next-action reminders and follow-up scheduling are first-class features.

Weaknesses

  • No custom objects — teams needing non-standard data structures must work around the four standard entity types.
  • Workflow automation limits by tier (30, 60, 90 active workflows) force upgrades as processes grow.
  • No free permanent plan — teams evaluating fit must commit to a trial without a freemium option.
  • Limited advanced reporting and custom dashboard capabilities compared to HubSpot or Salesforce.
  • Export permissions are gated by visibility groups, meaning data scoping must account for who can see what before migration.

Complexity grading

How hard is this migration?

Standard CRM migration. 3 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 Core Practice and Pipedrive.

  • Object compatibility

    B

    3 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

    Core Practice: Not publicly documented.

  • Data volume sensitivity

    B

    Core Practice doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your Core Practice to Pipedrive 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 Core Practice to Pipedrive data migrations

Answers to the questions buyers ask most during Core Practice to Pipedrive migration scoping. Not seeing yours? Book a call.

Can't find your answer?

Walk through your Core Practice to Pipedrive migration with a real engineer — 30 minutes, free, written quote within 24 hours.

Book a free 30 minute consultation

Most Core Practice to Pipedrive migrations complete in 48–72 hours of clock time for under 25,000 records. The pre-migration schema setup (creating Pipedrive custom fields via API) takes 2–4 hours. Large exports with 200,000+ records across patients, appointments, treatment plans, and invoices extend to 5–8 days, primarily because Pipedrive's token-based API rate limits (introduced December 2024) pace bulk write throughput. Core Practice's own API pagination and export speed are the secondary constraint.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Core Practice.
Land in Pipedrive, intact.

Tell us record counts and timeline. We'll come back with a written quote inside 1 business day — no commitment, no sales pitch.

Accuracy guarantee Rollback included Quote in 1 business day