CRM migration
Field-level mapping, validation, and rollback between PipeRun CRM de Vendas and Microsoft Dynamics 365 Sales . We move data and schema; workflows are rebuilt natively in Microsoft Dynamics 365 Sales .
PipeRun CRM de Vendas
Source
Microsoft Dynamics 365 Sales
Destination
Compatibility
7 of 10
objects map 1:1 between PipeRun CRM de Vendas and Microsoft Dynamics 365 Sales .
Complexity
BStandard
Timeline
4-7 weeks
Overview
Moving from PipeRun CRM de Vendas to Microsoft Microsoft Dynamics 365 Sales is a platform-level migration constrained by PipeRun's lack of a publicly documented REST API. Unlike API-driven migrations, this project begins with coordinated CSV exports from PipeRun's web interface, requiring the customer's active participation to extract all objects before FlitStack AI begins transformation and load. The primary structural difference is PipeRun's multiple-funnel model versus Dynamics 365's single-Opportunity pipeline with multiple Sales Processes and Record Types; we resolve this by mapping each PipeRun Funnel to a dedicated Dynamics 365 Record Type and Sales Process. Deal history, custom fields, and activity timelines migrate; automations (ações automáticas), WhatsApp conversation content, and PipeRun's native CPQ proposals do not migrate in their current form. We deliver a written inventory of automation rules and a proposal-rebuild checklist for the customer's admin to act on post-migration.
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.
Source platform
PipeRun CRM de Vendas platform overview
Scorecard, SWOT, gotchas, and pricing for PipeRun CRM de Vendas.
Destination platform
Microsoft Dynamics 365 Sales platform overview
Scorecard, SWOT, gotchas, and pricing for Microsoft Dynamics 365 Sales .
Data migration guide
The complete Microsoft Dynamics 365 Sales migration guide
Data model, import mechanisms, field mapping strategy, pitfalls, and cutover — by the engineers running it.
Destination checklist
Microsoft Dynamics 365 Sales migration checklist
Pre- and post-cutover tasks for moving onto Microsoft Dynamics 365 Sales .
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
Each row shows how a PipeRun CRM de Vendas object lands in Microsoft Dynamics 365 Sales , including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
PipeRun CRM de Vendas
Contato (Contact)
Microsoft Dynamics 365 Sales
Contact
1:1PipeRun Contacts map to Dynamics 365 Contacts. The Contact-to-Company link in PipeRun resolves to the AccountId reference in Dynamics 365. We extract email, phone, job title, and custom field values from the PipeRun Contact export and map them to typed Dynamics 365 fields (emailaddress1, telephone1, jobtitle, and custom fields respectively). All contacts are imported before Accounts to satisfy the AccountId lookup dependency on insert.
PipeRun CRM de Vendas
Empresa (Company/Organization)
Microsoft Dynamics 365 Sales
Account
1:1PipeRun Empresa records map directly to Dynamics 365 Account. The company name becomes Account Name; the domain field maps to Website; address fields map to address1_line1, address1_city, address1_state, and address1_country. Account is the parent entity for Contact, so we import Accounts before Contacts to satisfy the AccountId foreign key.
PipeRun CRM de Vendas
Negócio (Deal)
Microsoft Dynamics 365 Sales
Opportunity
1:1PipeRun Deals (Negócios) are the primary revenue object and map to Dynamics 365 Opportunity. PipeRun's deal value maps to estimatedvalue; the expected close date maps to estimatedclosedate; the owner maps to OwnerId via email-based user lookup. Each Deal's assigned Funnel maps to a Dynamics 365 Record Type and Sales Process that we pre-configure during the schema design phase.
PipeRun CRM de Vendas
Funil (Funnel)
Microsoft Dynamics 365 Sales
Record Type + Sales Process
lossyPipeRun's multiple simultaneous Funnels require mapping to Dynamics 365 Record Types. Each Funnel becomes a Record Type on Opportunity, and its stage sequence becomes a corresponding Sales Process that restricts available StageName values to the mapped stages in the correct order. Probability percentages from PipeRun stage definitions migrate to the Sales Process stage probability fields.
PipeRun CRM de Vendas
Atividade (Activity)
Microsoft Dynamics 365 Sales
Task, Event, or EmailMessage
1:1PipeRun Activities (calls, emails, meetings, tasks, notes) map to Dynamics 365 Activity records. Call activities map to Task with TaskSubtype = Call and CallDurationInSeconds in a custom field. Meeting activities map to Event with StartDateTime, EndDateTime, and Location preserved. Free-text notes map to Annotation records linked via ObjectId to the parent Contact, Account, or Opportunity.
PipeRun CRM de Vendas
Proposta (Proposal)
Microsoft Dynamics 365 Sales
Quote
1:1PipeRun Proposals (CPQ module with ICP-Brasil e-signature) have no direct Dynamics 365 equivalent without additional licensing. We export the proposal content, line items, and total values as a written summary and a structured CSV. If the customer licenses Microsoft Dynamics 365 Sales Plus or Field Service, we map to Quote objects with the proposal PDFs attached as Note records. E-signature status and signature data cannot migrate and are flagged for manual re-execution in the destination tool.
PipeRun CRM de Vendas
Campo Personalizado (Custom Field)
Microsoft Dynamics 365 Sales
Custom Field
lossyPipeRun custom fields on Contacts, Companies, Deals, and Activities require schema pre-creation in Dynamics 365 before migration. We extract the field definitions (name, type, options for picklists) from PipeRun and create matching custom fields in Dynamics 365 via the target org's field editor or metadata API. Field types map from PipeRun (texto, número, data, dropdown, moeda) to Dynamics 365 equivalent types (nvarchar, int, datetime, picklist, money). Picklist values map with their display labels preserved.
PipeRun CRM de Vendas
Usuário/Responsável (Owner)
Microsoft Dynamics 365 Sales
User
1:1PipeRun Users referenced as Deal owners, Activity owners, and stage assignees require mapping to Dynamics 365 User records by email. We extract all distinct owner references from PipeRun exports, match by email against the destination Dynamics 365 org's User table, and generate a mapping table. Owners without a matching Dynamics 365 User go to a reconciliation queue for the customer's admin to provision before record import continues.
PipeRun CRM de Vendas
Anexo/Arquivo (Attachment)
Microsoft Dynamics 365 Sales
Annotation or SharePoint
1:1Files attached to PipeRun Deals or Proposals are downloaded from the web interface and re-associated at the destination. Files under 5 MB attach as Dynamics 365 Note records with filebody in base64. Larger files attach to SharePoint Document Libraries linked from the Account or Opportunity, with the SharePoint URL stored in a custom field on the parent record for traceability.
PipeRun CRM de Vendas
Tag (Label)
Microsoft Dynamics 365 Sales
Multi-select Picklist or Topic
lossyPipeRun tags applied to Deals and Contacts migrate to Dynamics 365 as a custom multi-select picklist field if the destination org does not have a native tagging model. The customer chooses during scoping whether to consolidate tags into a single multi-select field or split them into separate Boolean fields per tag category. Topics and TopicAssignment are available as an alternative if the customer licenses the native topic model.
| PipeRun CRM de Vendas | Microsoft Dynamics 365 Sales | Compatibility | |
|---|---|---|---|
| Contato (Contact) | Contact1:1 | Fully supported | |
| Empresa (Company/Organization) | Account1:1 | Fully supported | |
| Negócio (Deal) | Opportunity1:1 | Fully supported | |
| Funil (Funnel) | Record Type + Sales Processlossy | Fully supported | |
| Atividade (Activity) | Task, Event, or EmailMessage1:1 | Fully supported | |
| Proposta (Proposal) | Quote1:1 | Fully supported | |
| Campo Personalizado (Custom Field) | Custom Fieldlossy | Fully supported | |
| Usuário/Responsável (Owner) | User1:1 | Fully supported | |
| Anexo/Arquivo (Attachment) | Annotation or SharePoint1:1 | Fully supported | |
| Tag (Label) | Multi-select Picklist or Topiclossy | 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.
PipeRun CRM de Vendas gotchas
No publicly documented REST API for programmatic export
CSV import uses title-based deduplication, not record IDs
Multiple Funnels require explicit stage mapping to avoid schema loss
WhatsApp message content is not exportable from PipeRun MAX
Pricing tiers are not publicly tied to feature gates or user limits
Microsoft Dynamics 365 Sales gotchas
Professional tier 15-table custom table limit blocks migrations
October 2024 pricing increase applies at renewal for all customers
Custom fields must be created in the UI before API writes
Power Platform request limits apply to bulk migrations
Activity records orphaned to inactive owners fail silently
Pair-specific challenges
Migration approach
Export coordination and data audit
We schedule a guided export session with the customer to extract CSV files from PipeRun's web interface for all supported objects: Contacts, Companies, Deals, Activities, Proposals, and any custom field exports available from the admin settings. We review the export for completeness, check record counts against PipeRun's UI totals, and flag any missing fields or truncated data. We also document the Funnel definitions and stage order from PipeRun's admin settings to prepare the Record Type and Sales Process design for Dynamics 365.
Schema pre-creation in Dynamics 365
Before any data moves, we create the target schema in the Dynamics 365 destination org. This includes creating custom fields on Contact, Account, and Opportunity to receive PipeRun custom field values, creating Record Types and Sales Processes for each PipeRun Funnel, setting up stage probability mappings, and configuring field security profiles for any restricted fields. Schema work happens in a Sandbox org first for validation, then deploys to Production via solution packages or manual configuration.
Owner reconciliation and User provisioning
We extract all distinct PipeRun User references from Deals, Activities, and Proposals and match them by email against the Dynamics 365 User table in the destination org. Any PipeRun User without a matching Dynamics 365 User is added to a reconciliation queue. The customer's Dynamics 365 admin provisions missing Users (or marks inactive if the original user no longer has access). This step gates the import because OwnerId is a required reference on Opportunity and Task records.
Data transformation and ID prefix injection
We transform each PipeRun CSV file into Dynamics 365-compatible format. This includes mapping PipeRun field names to Dynamics 365 field names, transforming date formats (PipeRun uses DD/MM/YYYY in Brazilian locale), converting BRL currency values to the target currency, splitting multi-value PipeRun fields (tags, custom multi-select) into the appropriate Dynamics 365 multi-select format, and prepending the unique ID prefix to every record title to prevent title-based deduplication collisions on import.
Staged import in dependency order
We load data into Dynamics 365 in the correct dependency sequence: Accounts first (from PipeRun Companies), then Contacts (with AccountId resolved), then Opportunities (with AccountId, OwnerId, and RecordTypeId resolved for the Funnel mapping), then Activities (Tasks, Events, Notes) via Dynamics 365 Data Import or Bulk API depending on volume. Each phase emits a reconciliation report (record counts, error log, skipped rows) before the next phase begins. Proposal data loads as Quote records if the customer licenses the Quotes feature, or as structured Notes if not.
Cutover, delta sync, and automation handoff
We freeze PipeRun write access during the cutover window, run a final delta migration of any records modified during the migration window, then enable Dynamics 365 as the system of record. We deliver the automation inventory document listing every PipeRun Ação Automática with its trigger, conditions, and actions, plus a recommended Power Automate or Dynamics 365 Workflow equivalent for the customer's admin to rebuild. We provide a one-week hypercare window for reconciliation issues and do not include post-migration admin support, training, or workflow rebuild as standard scope.
Platform deep dives
PipeRun CRM de Vendas
Source
Strengths
Weaknesses
Microsoft Dynamics 365 Sales
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. All 8 core objects map 1:1 between PipeRun CRM de Vendas and Microsoft Dynamics 365 Sales .
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across PipeRun CRM de Vendas and Microsoft Dynamics 365 Sales .
Object compatibility
All 8 core objects map 1:1 between PipeRun CRM de Vendas and Microsoft Dynamics 365 Sales .
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
PipeRun CRM de Vendas: Not publicly documented.
Data volume sensitivity
PipeRun CRM de Vendas 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 PipeRun CRM de Vendas to Microsoft Dynamics 365 Sales migration scoping. Not seeing yours? Book a call.
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