CRM migration

Migrate from PipeRun CRM de Vendas to Microsoft Dynamics 365 Sales

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 logo

PipeRun CRM de Vendas

Source

Microsoft Dynamics 365 Sales

Destination

Microsoft Dynamics 365 Sales  logo

Compatibility

70%

7 of 10

objects map 1:1 between PipeRun CRM de Vendas and Microsoft Dynamics 365 Sales .

Complexity

BStandard

Timeline

4-7 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

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.

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

PipeRun CRM de Vendas logo

PipeRun CRM de Vendas

What's pushing teams away

  • CSV import is unreliable — it uses title-based deduplication instead of ID matching, causing duplicate records or silent failures when deal names change or repeat.
  • Reporting is described as confusing and limited, making it difficult for managers to get clean pipeline forecasts or activity dashboards without manual export work.
  • The platform lacks a publicly documented REST API, making programmatic integrations and automated data pipelines difficult to build and maintain.
  • Some users report that too many steps and options in the UI create cognitive overload, especially for smaller teams that do not need the full feature set.
  • International users find the platform difficult because documentation, support, and integrations are primarily targeted at the Brazilian domestic market.

Choosing

Microsoft Dynamics 365 Sales  logo

Microsoft Dynamics 365 Sales

What's pulling them in

  • Deep Microsoft 365, Teams, and Outlook integration makes Microsoft Dynamics 365 Sales a natural fit for Microsoft-first organizations already invested in that ecosystem
  • Sales Enterprise and Premium tiers offer unlimited custom tables and advanced AI-driven forecasting and predictive analytics not available in lower tiers
  • Professional tier pricing at $65 per user per month offers a lower entry cost than Salesforce for SMB teams with straightforward CRM needs
  • Flexible customization options allow businesses to build bespoke apps, tailor forms and views, and integrate with other Dynamics 365 modules
  • Microsoft Copilot AI tools are embedded directly into the sales workflow on Enterprise and Premium, automating routine tasks and providing deal intelligence

Object mapping

How PipeRun CRM de Vendas objects map to Microsoft Dynamics 365 Sales

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)

maps to

Microsoft Dynamics 365 Sales

Contact

1:1
Fully supported

PipeRun 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)

maps to

Microsoft Dynamics 365 Sales

Account

1:1
Fully supported

PipeRun 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)

maps to

Microsoft Dynamics 365 Sales

Opportunity

1:1
Fully supported

PipeRun 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)

maps to

Microsoft Dynamics 365 Sales

Record Type + Sales Process

lossy
Fully supported

PipeRun'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)

maps to

Microsoft Dynamics 365 Sales

Task, Event, or EmailMessage

1:1
Fully supported

PipeRun 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)

maps to

Microsoft Dynamics 365 Sales

Quote

1:1
Fully supported

PipeRun 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)

maps to

Microsoft Dynamics 365 Sales

Custom Field

lossy
Fully supported

PipeRun 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)

maps to

Microsoft Dynamics 365 Sales

User

1:1
Fully supported

PipeRun 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)

maps to

Microsoft Dynamics 365 Sales

Annotation or SharePoint

1:1
Fully supported

Files 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)

maps to

Microsoft Dynamics 365 Sales

Multi-select Picklist or Topic

lossy
Fully supported

PipeRun 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.

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.

PipeRun CRM de Vendas logo

PipeRun CRM de Vendas gotchas

High

No publicly documented REST API for programmatic export

High

CSV import uses title-based deduplication, not record IDs

Medium

Multiple Funnels require explicit stage mapping to avoid schema loss

Medium

WhatsApp message content is not exportable from PipeRun MAX

Low

Pricing tiers are not publicly tied to feature gates or user limits

Microsoft Dynamics 365 Sales  logo

Microsoft Dynamics 365 Sales gotchas

High

Professional tier 15-table custom table limit blocks migrations

High

October 2024 pricing increase applies at renewal for all customers

Medium

Custom fields must be created in the UI before API writes

Medium

Power Platform request limits apply to bulk migrations

Medium

Activity records orphaned to inactive owners fail silently

Pair-specific challenges

  • PipeRun has no public REST API for automated export

    PipeRun does not expose a documented REST API with published endpoints. All migration extraction must be performed through CSV exports generated from the web interface, which requires the customer's active participation to access each object's export function (Contacts, Companies, Deals, Activities, Proposals). We coordinate the export sequence to ensure referential integrity (Companies before Contacts, Accounts before Opportunities) and prepend a unique ID prefix to every record title in the export files before import to Dynamics 365 to prevent title-based collisions during Data Import.

  • Multiple Funnels must map to separate Dynamics 365 Record Types

    PipeRun's multiple simultaneous Funnel model has no direct Dynamics 365 equivalent because Dynamics 365 Opportunity uses a single pipeline with stages scoped by Sales Process. We extract all Funnel definitions and stage sequences from PipeRun's admin settings and pre-configure a Record Type per Funnel with a corresponding Sales Process that whitelists only the relevant stage values. If a Deal belongs to two Funnels in PipeRun, we map it to the primary Funnel's Record Type and flag the secondary assignment in a custom field for manual review.

  • CSV import deduplicates by title, not by ID

    PipeRun's CSV import function deduplicates incoming records by matching the record title, not by a stable ID field. This means that if two Deals share the same name, or if a Deal is renamed after the export file is generated, the Dynamics 365 Data Import Wizard will either create a duplicate or silently overwrite the wrong record. We handle this by prepending a unique ID prefix (PR-XXXXXXXX) to every record title in the export file before any import action, ensuring clean 1:1 mapping without collision. The ID prefix is removed from display names post-import if desired.

  • Proposal e-signature data cannot migrate between platforms

    PipeRun's native CPQ module with ICP-Brasil compliant electronic signatures stores signature data, certificate metadata, and timestamp evidence within the PipeRun platform and does not export in a portable format. We export proposal content, line items, totals, and recipient information as a structured CSV and PDF archive. The customer must re-execute e-signatures in their chosen Dynamics 365-compatible tool (Microsoft Syntex, DocuSign, Adobe Sign) post-migration. We deliver a proposal-rebuild checklist listing every proposal that requires re-signature with its recipient list and key line items.

  • WhatsApp message content is not exportable from PipeRun MAX

    WhatsApp conversations managed through PipeRun MAX (the Chrome extension) are stored in PipeRun's messaging layer and are not accessible via CSV export or any other export mechanism. Only metadata such as conversation timestamps and participant identifiers are recoverable. We flag this upfront so the customer knows message content will not migrate. We recommend exporting WhatsApp chat archives separately from the mobile app before migration begins and storing them in a shared SharePoint location accessible from Dynamics 365 records.

Migration approach

Six steps for a successful PipeRun CRM de Vendas to Microsoft Dynamics 365 Sales data migration

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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

Context on both ends of the pair

PipeRun CRM de Vendas logo

PipeRun CRM de Vendas

Source

Strengths

  • Brazil-native CRM with Portuguese-language UI, support, and Brazilian commercial workflow assumptions.
  • Integrated WhatsApp Business API for centralized service across multiple channels and tickets.
  • Built-in product catalog with price lists, discounts, and multi-brand proposal generation.
  • Bundled electronic signature for proposals and contracts inside the CRM, removing the need for a separate e-sig tool.
  • Annual upfront prepay earns 20% discount; 14-day free trial available.

Weaknesses

  • Standardised 12-month contract with auto-renewal is heavier than month-to-month CRMs popular outside Brazil.
  • G2 product profile has been inactive for over a year — comparison data is thin.
  • Brazilian focus limits international fit; product UI and support are Portuguese-first.
  • Pricing tiers and per-user rates are not transparently published.
  • Customers needing global multi-currency, multi-language deployment typically choose HubSpot, Salesforce, or Pipedrive.
Microsoft Dynamics 365 Sales  logo

Microsoft Dynamics 365 Sales

Destination

Strengths

  • Native integration with Microsoft 365, Teams, Outlook, and SharePoint for unified productivity workflow
  • Unlimited custom tables and complex workflows on Enterprise tier enable deep customization for complex sales processes
  • AI-driven predictive analytics and deal intelligence on Enterprise and Premium tiers help sales teams prioritize pipeline
  • Dataverse unified data layer provides a consistent API and data model across all Dynamics 365 and Power Platform apps
  • Strong security model with Field-Level Security and Record Ownership rules for governance-conscious enterprises

Weaknesses

  • Sales Professional tier caps custom tables at 15, creating a migration ceiling for highly customized SMB environments
  • October 2024 pricing increases of $15 per user across all tiers apply to existing customers upon renewal
  • Implementation typically requires costly certified partners, adding 30–50% to total project cost
  • Updates and platform releases can disrupt customizations and plugins, requiring regression testing after each wave
  • Non-Microsoft integrations require additional configuration or middleware, limiting flexibility for heterogeneous tech stacks

Complexity grading

How hard is this migration?

Standard CRM migration. All 8 core objects map 1:1 between PipeRun CRM de Vendas and Microsoft Dynamics 365 Sales .

B

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

    A

    All 8 core objects map 1:1 between PipeRun CRM de Vendas and Microsoft Dynamics 365 Sales .

  • 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

    PipeRun CRM de Vendas: Not publicly documented.

  • Data volume sensitivity

    B

    PipeRun CRM de Vendas doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your PipeRun CRM de Vendas to Microsoft Dynamics 365 Sales 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 PipeRun CRM de Vendas to Microsoft Dynamics 365 Sales data migrations

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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Most migrations land between four and seven weeks for accounts under 10,000 Deals with two or fewer Funnels and no custom objects. The manual CSV export coordination phase typically adds one to two weeks compared to API-driven migrations. Migrations with four or more simultaneous Funnels, more than 30 custom fields, or large proposal archives requiring re-execution move to nine to fourteen weeks because of stage-mapping complexity, field-type transformation work, and e-signature re-build scope.

Adjacent paths

Related migrations to explore

Ready when you are

Move from PipeRun CRM de Vendas.
Land in Microsoft Dynamics 365 Sales , intact.

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