CRM migration
Field-level mapping, validation, and rollback between Dispatch Pro and Pipedrive. We move data and schema; workflows are rebuilt natively in Pipedrive.
Dispatch Pro
Source
Pipedrive
Destination
Compatibility
8 of 10
objects map 1:1 between Dispatch Pro and Pipedrive.
Complexity
BStandard
Timeline
48–72 hours
Overview
Dispatch Pro is a field-service dispatch engine built for HVAC, plumbing, and contracting operations. Its core data model centers on Jobs, Work Orders, Job Types, Technicians, and Locations — optimized by an algorithm that reshuffles technician assignments to maximize route efficiency and fill underbooked days. Pipedrive is a sales CRM built around Persons, Organizations, Deals, Leads, and Activities — its data model tracks revenue stages and sales follow-ups, not technician dispatch windows or route coordinates. We migrate Dispatch Pro data through a staged API export from ServiceTitan into Pipedrive's REST import layer. Jobs become Deals with original create dates preserved. Work Orders and site visits become Activity records (calls, meetings, tasks) attached to the corresponding Deal. Customers map to Pipedrive Persons, and their associated Locations become Organization records with address data surfaced as custom fields. Technician operator IDs resolve by email match to Pipedrive users; unresolved operators are flagged before migration. What does not transfer: Dispatch Pro's scheduling algorithm and route optimization rules have no Pipedrive equivalent — those decisions must be rebuilt manually in Pipedrive's pipeline stages and activity scheduling. Job-type configurations, priority bucket logic, and operator capacity settings are exported as reference data and rebuilt as Pipedrive custom fields, automation triggers, or manual workflow steps depending on business rules. FlitStack AI sequences the migration so foreign keys resolve correctly — Organizations load before Persons, then Deals attach to their primary Organization — followed by a 24–48 hour delta-pickup window that captures any Dispatch Pro records modified during the cutover 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 Dispatch Pro 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.
Dispatch Pro
Job
Pipedrive
Deal
1:1Dispatch Pro Jobs map directly to Pipedrive Deals. Job name, status, priority, and value carry over. Original Dispatch Pro create date is preserved as a custom datetime field since Pipedrive's CreatedDate reflects migration insertion time. Job ID is stored as Source_System_Job_ID__c for delta-run de-duplication.
Dispatch Pro
Work Order
Pipedrive
Activity (Task / Event)
1:1Each Work Order in Dispatch Pro becomes a Pipedrive Activity record. Site visits, service calls, and installations map to Tasks with Type='Task' or Events depending on whether the dispatch has a start/end time. The Activity links to the parent Deal (formerly Job) via Pipedrive's deal_id foreign key. Original work-order timestamps are preserved.
Dispatch Pro
Customer
Pipedrive
Person + Organization
1:manyDispatch Pro Customers are split: business name becomes a Pipedrive Organization record, and the individual contact name, email, and phone become a Person record linked to that Organization. B2C customers with no company name create a Person only. The Organization must load before the Person to resolve the org_id foreign key.
Dispatch Pro
Location / Site Address
Pipedrive
Organization address fields
many:1Dispatch Pro location addresses — including multiple sites per customer — are merged into the Organization record's address fields. Additional site addresses beyond the primary are stored as Pipedrive custom fields on the Organization since Pipedrive supports one address per Organization record natively.
Dispatch Pro
Technician / Operator
Pipedrive
User + custom field on Deal
1:1Dispatch Pro Technicians resolve by email match to existing Pipedrive Users. If the technician email matches a Pipedrive user, the Deal's owner_id maps to that user. Unmatched technicians are flagged pre-migration — the team either creates Pipedrive users or assigns their records to a fallback owner. The technician's Dispatch Pro ID is preserved as a custom field.
Dispatch Pro
Job Type / Service Category
Pipedrive
Custom field on Deal
1:1Dispatch Pro Job Type labels (e.g., 'HVAC Repair', 'Electrical Install', 'Preventive Maintenance') have no Pipedrive native equivalent. We create a Pipedrive custom pick-list field (Job_Type__c) on Deal, map all source values value-by-value, and preserve the full set of source labels so Pipedrive automations can trigger on specific job types.
Dispatch Pro
Job Priority (8 buckets)
Pipedrive
Custom field on Deal
1:1Dispatch Pro priority buckets (1–8) are not native to Pipedrive's deal model. We create a custom integer or pick-list field (Dispatch_Pro_Priority__c) on the Deal object and map each priority value directly. Pipedrive's native deal importance flag can supplement this custom field after migration. The original priority values are preserved for reporting, filtering, and use in Pipedrive automation rule conditions to replicate similar follow-up routing based on priority level.
Dispatch Pro
Invoice / Payment Record
Pipedrive
Custom field on Deal
1:1Dispatch Pro invoices and payment status have no Pipedrive equivalent — Pipedrive tracks deal value and expected close date but not line-item invoicing. We preserve invoice amounts and payment status as custom fields on the Deal (Invoice_Amount__c, Payment_Status__c) for historical reporting. Accounting integrations (QuickBooks, Xero) connect separately in Pipedrive.
Dispatch Pro
Tag / Label
Pipedrive
Label (Pipedrive native)
1:1Dispatch Pro tags on Jobs or Customers map to Pipedrive Labels on the corresponding Deal or Person record. Labels transfer directly as key-value strings. Pipedrive Labels apply across entities so the same tag can appear on both a Deal and a Person if the source tag is attached to multiple object types in Dispatch Pro.
Dispatch Pro
Attachments / Photos
Pipedrive
Files on Deal / Person
1:1Dispatch Pro file attachments and site photos are downloaded from ServiceTitan storage and re-uploaded to the corresponding Pipedrive Deal or Person as Files. Pipedrive's 25MB per-file limit applies; larger files are flagged before migration. Inline images from notes are re-hosted and linked.
| Dispatch Pro | Pipedrive | Compatibility | |
|---|---|---|---|
| Job | Deal1:1 | Fully supported | |
| Work Order | Activity (Task / Event)1:1 | Fully supported | |
| Customer | Person + Organization1:many | Fully supported | |
| Location / Site Address | Organization address fieldsmany:1 | Fully supported | |
| Technician / Operator | User + custom field on Deal1:1 | Fully supported | |
| Job Type / Service Category | Custom field on Deal1:1 | Fully supported | |
| Job Priority (8 buckets) | Custom field on Deal1:1 | Fully supported | |
| Invoice / Payment Record | Custom field on Deal1:1 | Fully supported | |
| Tag / Label | Label (Pipedrive native)1:1 | Fully supported | |
| Attachments / Photos | Files on Deal / Person1:1 | 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.
Dispatch Pro gotchas
Dispatch Pro is a ServiceTitan-only licensed module
Optimization behavior may not carry over after migration
Slow support response during migration cutover
Eight priority levels may not map 1:1 to destination CRM
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 Dispatch Pro data and design Pipedrive schema
FlitStack AI reviews the Dispatch Pro data export — Job records, Work Orders, Customers, Technicians, Locations, and any custom properties — and counts distinct values for Job Type, Priority, Status, and Invoice fields. We then deliver a Pipedrive schema setup plan: which Pipedrive pipelines and stages to create, which custom fields to pre-create on Deal, Person, and Organization, and which Pipedrive users correspond to Dispatch Pro technicians. Pipedrive custom fields must be created before migration so their hashed API keys are stable.
Resolve technicians to Pipedrive users by email
Dispatch Pro technician records are matched by email against existing Pipedrive users. Any technician email that does not correspond to a Pipedrive user is flagged with the technician name, Dispatch Pro ID, and last-known email. Your team either creates Pipedrive users for those technicians before migration or assigns a fallback owner. No Deal lands without a valid Pipedrive owner — orphaned Deal records are a migration failure condition we prevent by resolving this upfront.
Migrate Organizations before Persons before Deals
Pipedrive requires Organizations to exist before Persons can link to them (via the org_id foreign key), and Deals must reference a Person or Organization before the relationship is valid. FlitStack sequences the migration: first Organizations (from Dispatch Pro Locations/Customer company names), then Persons (from Dispatch Pro Customer contacts), then Deals (from Dispatch Pro Jobs), and finally Activities (from Work Orders) attached to their parent Deals. This ordering ensures foreign keys resolve correctly and prevents orphaned records in Pipedrive.
Run sample migration with field-level diff
A representative slice — typically 200–500 records spanning Jobs, Work Orders, Customers, and Technicians — migrates first. FlitStack generates a field-level diff showing source Dispatch Pro values alongside the mapped Pipedrive values for every field in the mapping plan. You verify Job Type → Job_Type__c value mapping, Priority bucket translation, operator → owner resolution, and address transformation. No full migration run commits until the sample output passes your reconciliation check.
Execute full migration with delta-pickup window
Full migration runs against the staged Pipedrive account. A delta-pickup window (24–48 hours) captures any Dispatch Pro records modified or created during the cutover period — new Jobs, updated Work Orders, or customer changes that arrive while the migration is running. FlitStack logs every operation to an audit trail, and one-click rollback is available if the reconciliation check fails. After rollback, the delta records are re-applied before final sign-off.
Platform deep dives
Dispatch Pro
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 Dispatch Pro 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
Dispatch Pro: Not publicly documented in available research.
Data volume sensitivity
Dispatch Pro 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 Dispatch Pro to Pipedrive migration scoping. Not seeing yours? Book a call.
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