CRM migration
Field-level mapping, validation, and rollback between Nookal and Pipedrive. We move data and schema; workflows are rebuilt natively in Pipedrive.
Nookal
Source
Pipedrive
Destination
Compatibility
10 of 12
objects map 1:1 between Nookal and Pipedrive.
Complexity
BStandard
Timeline
48–72 hours
Overview
Nookal is a practice-management platform designed for allied-health clinics in Australia. Its data model centres on patients, practitioners, sessions, appointments, and invoices — with built-in Medicare and DVA claiming, clinical notes, and referral tracking. Pipedrive is a sales CRM that structures work around People (contacts), Organizations (companies), Deals (pipeline stages), and Activities (calls, emails, meetings, tasks). There is no native healthcare data model in Pipedrive; healthcare-specific concepts like practitioner provider numbers, Medicare claiming status, clinical note content, and referral sources have no direct Pipedrive equivalents and require custom fields or note-based storage. We migrate Nookal patients as Pipedrive People, practitioners as user accounts resolved by email, sessions as Activities (meetings or tasks), and invoices as Deals keyed to revenue tracking. Medicare-specific fields and DVA claiming data cannot be carried forward — they are billing constructs with no Pipedrive home and must stay in practice-management software. Clinical notes migrate as free-text notes attached to the relevant People record. Referral-source data maps to a custom field on People. A delta-pickup window captures any records modified in Nookal during the cutover period before your team switches fully to Pipedrive.
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 Nookal 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.
Nookal
Patient
Pipedrive
Person
1:1Nookal patients migrate directly to Pipedrive People records. Each patient's name, email address, phone number, and physical address fields transfer directly to the corresponding Pipedrive Person fields. The patient's unique Nookal identifier is preserved as a custom field called Source_System_ID__c to maintain full traceability throughout the migration and to enable reliable de-duplication against Pipedrive's auto-generated Person ID during subsequent delta runs.
Nookal
Practitioner
Pipedrive
User
1:1Nookal practitioners resolve to Pipedrive user accounts by matching the practitioner's email address to an invited Pipedrive user. Unmatched practitioners are flagged before migration — the team either invites them to Pipedrive first or assigns their records to a designated fallback owner. Provider numbers and specialties from Nookal do not map to any Pipedrive user field and are stored as custom fields for reference.
Nookal
Session
Pipedrive
Activity
1:1Nookal sessions map to Pipedrive Activities. Each session's type (initial consultation, follow-up, telehealth) maps to the Pipedrive Activity type field (meeting, call, or task) by type-value mapping. The practitioner who ran the session resolves to the Pipedrive Activity owner by email match. Session duration, date, and patient association are preserved on the Activity record.
Nookal
Invoice
Pipedrive
Deal
1:1Nookal invoices map to Pipedrive Deals when they represent a billable service with commercial value. Invoice status (paid, pending, overdue) maps to the Pipedrive Deal stage by value mapping. The invoice amount maps to Deal value. For purely clinical billing that will remain in practice-management software, invoices are documented as a custom field rather than a Deal to avoid dual tracking of the same revenue.
Nookal
Organisation (if set on patient)
Pipedrive
Organization
1:1Nookal patients can be associated with an organisation (employer, insurance group, or referring clinic). Where present, the organisation name migrates as a Pipedrive Organization. The Nookal organisation record's address and domain fields map to the Organisation's address and website fields in Pipedrive.
Nookal
Clinical Note
Pipedrive
Note
1:1Nookal clinical notes attached to a patient session migrate as Pipedrive Notes linked to the relevant Person record. Notes preserve the original creation timestamp and practitioner as owner. Because Pipedrive Notes are free-text and not field-structured, clinical note metadata (type, session date, practitioner) is embedded in the note body during migration.
Nookal
Medicare/DVA Claim Status
Pipedrive
Custom field (Medicare_Claim_Status__c on Person)
1:1Nookal's Medicare/DVA claiming status is a healthcare billing construct with no Pipedrive equivalent. We preserve it as a read-only custom field on the Person record for audit reference, but the actual Medicare claiming workflow must continue in practice-management software. This field is informational only — Pipedrive cannot process Medicare claims.
Nookal
Referral Source
Pipedrive
Custom field (Referral_Source__c on Person)
1:1Nookal tracks how patients were referred (GP referral, Google search, practitioner recommendation, etc.). This pick-list migrates as a custom pick-list field (Referral_Source__c) on the Pipedrive Person record. The Nookal referral-source values are mapped one-by-one to the Pipedrive pick-list; unmapped values are stored as free text in the same field.
Nookal
Appointment Reminder Settings
Pipedrive
Not migrated
1:1Nookal appointment reminder settings (SMS reminders, reminder timing, confirmation rules) are a platform-specific notification configuration with no Pipedrive equivalent. Pipedrive has its own activity-reminder settings per user and per deal. We do not migrate reminder configuration; it must be reconfigured in Pipedrive's notification settings.
Nookal
Custom Properties (practitioner-level)
Pipedrive
Custom fields on User or Person
1:1Nookal allows per-patient and per-practitioner custom properties. Each custom property is evaluated: if it describes a patient attribute it becomes a custom field on the Pipedrive Person; if it describes a practitioner attribute it becomes a custom field on the User record. Field type (text, number, date, pick-list) is preserved. Pipedrive's custom field hash-key system means each field receives a unique API key post-migration.
Nookal
Invoice Payment Record
Pipedrive
Custom field or Activity
many:1Nookal payment records (partial payments, payment method, receipt numbers) attached to an invoice are merged into the corresponding Pipedrive Deal as a custom multi-line text field or as a closed Activity note. Because Pipedrive has no native accounting module, detailed payment history is preserved as structured text rather than as a native object.
Nookal
Location / Clinic
Pipedrive
Organization (clinic location) or custom field
many:1Nookal multi-location setups (clinic branches, satellite sites) map to Pipedrive Organisations named per location. For single-location practices, the location is stored as a custom field on the relevant Person and Deal records rather than as a separate Organisation. We surface this decision in the migration plan before the full run.
| Nookal | Pipedrive | Compatibility | |
|---|---|---|---|
| Patient | Person1:1 | Fully supported | |
| Practitioner | User1:1 | Fully supported | |
| Session | Activity1:1 | Fully supported | |
| Invoice | Deal1:1 | Fully supported | |
| Organisation (if set on patient) | Organization1:1 | Fully supported | |
| Clinical Note | Note1:1 | Fully supported | |
| Medicare/DVA Claim Status | Custom field (Medicare_Claim_Status__c on Person)1:1 | Fully supported | |
| Referral Source | Custom field (Referral_Source__c on Person)1:1 | Fully supported | |
| Appointment Reminder Settings | Not migrated1:1 | Fully supported | |
| Custom Properties (practitioner-level) | Custom fields on User or Person1:1 | Fully supported | |
| Invoice Payment Record | Custom field or Activitymany:1 | Fully supported | |
| Location / Clinic | Organization (clinic location) or custom fieldmany: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.
Nookal gotchas
Medicare 2.0 migration deadline is hard-gated
No public API forces reliance on built-in exports
Custom clinical note templates are account-specific
Medicare claiming groups tied to Provider Numbers restrict bulk migrations
Accounting sync does not export raw ledger data
Pipedrive gotchas
Custom field hash keys differ per account
Export access gated by visibility groups
Token-based API rate limits since December 2024
Sequences and Automations not exposed via REST API
Cost escalates via workflow caps and add-ons
Pair-specific challenges
Migration approach
Audit Nookal data and export strategy
We begin by connecting to Nookal via API (or CSV export if API access is restricted) and auditing the full dataset: patient count, practitioner count, session history depth, invoice volume, custom property definitions, and referral source values. We identify the export method (API batched vs. CSV), flag any records with missing email addresses (which block user resolution in Pipedrive), and confirm which Nookal data types will map to Pipedrive objects versus custom fields or notes. This step produces a signed-off migration plan before any data moves.
Design Pipedrive schema: pipelines, stages, custom fields, and visibility groups
Based on the audit, we create the Pipedrive-side schema before data lands. This includes: setting up Pipedrive pipelines and stages to represent your commercial revenue lines (e.g., referrals, course enrolments, partnership deals); creating custom fields on Person, Organisation, Deal, and Activity objects for Nookal fields that have no direct Pipedrive equivalent; defining Pipedrive visibility groups aligned with your team's structure; and setting the activity types (meeting, call, task) that will receive Nookal session records. We deliver a schema setup checklist that your Pipedrive admin can action in a sandbox first.
Resolve practitioners to Pipedrive users by email match
Nookal practitioners resolve to Pipedrive user accounts by matching email addresses. We run an email-resolution pass across all practitioners before the migration: matched practitioners receive their records in Pipedrive under their user account; unmatched practitioners are flagged in a pre-migration exceptions report. Your team either invites the unmatched practitioners to Pipedrive before the migration run or assigns their records to a designated fallback owner. No session, invoice, or patient record migrates without a confirmed Pipedrive owner.
Run sample migration with field-level diff
A representative slice migrates first — typically 100–300 patient records with their session history, invoices, and clinical notes across 3–5 practitioners. We generate a field-level diff showing every mapped field, its source value in Nookal, and the migrated value in Pipedrive. You verify that referral-source mapping, Medicare number preservation, session-type-to-activity-type translation, and practitioner resolution all read correctly before the full run commits. Sample migration is included in the standard engagement; it typically completes within 4–8 hours.
Execute full migration with delta-pickup window
The full dataset migrates to Pipedrive: patients → People, practitioners → Users (custom fields), sessions → Activities, invoices → Deals, organisations → Organisations, and clinical notes → Notes. A delta-pickup window of 24–48 hours runs concurrently with your team's continued use of Nookal, capturing any records created or modified in Nookal during the cutover. After the delta window closes, we run a final reconciliation check comparing Pipedrive record counts against Nookal source counts. Audit log and one-click rollback are available for 7 days post-migration if reconciliation reveals a discrepancy.
Platform deep dives
Nookal
Source
Strengths
Weaknesses
Pipedrive
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 3 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 Nookal and Pipedrive.
Object compatibility
3 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
Nookal: Not publicly documented.
Data volume sensitivity
Nookal 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.
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FAQ
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