CRM migration

Migrate from Jarvis CRM to Pipedrive

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

Jarvis CRM logo

Jarvis CRM

Source

Pipedrive

Destination

Pipedrive logo

Compatibility

58%

7 of 12

objects map 1:1 between Jarvis CRM and Pipedrive.

Complexity

CModerate

Timeline

4-8 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Jarvis CRM to Pipedrive is a structural migration that begins with FileMaker extraction rather than an API pull. Jarvis CRM has no published REST API, so we work directly with the per-customer FileMaker instance to extract Contacts, Companies, Deals, Projects, Time Entries, and any custom fields your deployment uses. FileMaker exports flatten relational links between tables, so we extract primary and foreign keys from every relevant table and reconstruct the associations in Pipedrive using explicit parent-record lookups rather than name-matching. Pipedrive uses four core objects (People, Organizations, Deals, Activities) with custom fields available on each, but it does not support custom objects. Any Jarvis custom objects that do not map to a standard Pipedrive object require a disposition decision during scoping. We do not migrate FileMaker scripts, QuickBooks Online sync configurations, or ERP modules as these are platform-specific integrations with no Pipedrive equivalent. Pipedrive's sales-focused pipeline, activity tracking, and reporting replace the broader CRM/ERP functionality of Jarvis, and we deliver a written inventory of any automations requiring rebuild in Pipedrive's automation builder.

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

Jarvis CRM logo

Jarvis CRM

What's pushing teams away

  • There is a learning curve with Jarvis, especially when navigating custom workflows or the FileMaker backend, and reviewers note it takes time to become fully comfortable with the system.
  • The platform lacks a publicly documented API, which limits automation options and makes integration with modern SaaS tools more difficult compared to REST-API-first CRMs.
  • Some users report difficulty finding consolidated views of all information entered into the system, suggesting the data architecture can fragment customer records across modules.
  • Customizations are billed separately from the base subscription and require discovery and development fees, which can surprise customers expecting all-inclusive pricing.
  • As a smaller niche CRM with limited market visibility, organizations concerned about vendor longevity or ecosystem scale may prefer platforms with larger user communities and more third-party integrations.

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 Jarvis CRM objects map to Pipedrive

Each row shows how a Jarvis CRM 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.

Jarvis CRM

Contact

maps to

Pipedrive

Person

1:1
Fully supported

Jarvis Contact records map directly to Pipedrive Person. We extract all standard fields (name, email, phone, address) via FileMaker export or direct table access, and map any custom contact fields to Pipedrive custom fields on the Person object. Email address serves as the primary dedupe key. Owner assignment extracts from the FileMaker ACL owner field and maps to a Pipedrive User by email match.

Jarvis CRM

Company/Account

maps to

Pipedrive

Organization

1:1
Fully supported

Jarvis Company records map to Pipedrive Organization. The organization's domain_name or website field becomes the Organization's Website field and is used as a secondary dedupe key alongside the organization name. We export the full company table including any custom company fields and map them to Pipedrive custom fields on Organization. Organization is created before Person import so that the Person-Organization link is satisfied at insert time.

Jarvis CRM

Opportunity

maps to

Pipedrive

Deal

1:1
Fully supported

Jarvis Opportunities map to Pipedrive Deals. Deal value (amount), stage, owner, expected close date, and associated contact/organization links migrate. Pipeline stage names from Jarvis are mapped to Pipedrive stage values in the destination pipeline, with stage probabilities adjusted to the nearest Pipedrive-allowed integer. The Person-Organization association on the deal migrates using the primary key links extracted from the FileMaker relational schema.

Jarvis CRM

Pipeline Stage

maps to

Pipedrive

Pipeline Stage

lossy
Fully supported

Each Jarvis Opportunity pipeline becomes a Pipedrive Pipeline with its own stage values. We configure the pipeline and stages in Pipedrive before migration so that stage names map correctly and deal probability percentages transfer. If the Jarvis deployment uses custom pipeline stages beyond the standard, we map them explicitly to Pipedrive stage equivalents during scoping.

Jarvis CRM

Project

maps to

Pipedrive

Deal + Activity or Note

1:many
Fully supported

Jarvis Projects do not have a direct Pipedrive equivalent. We assess the project structure during schema audit and typically map project records to Pipedrive Deals with project metadata in custom fields, and project task structures to Activity records linked to the parent Deal. If the project contains significant time-tracking data, billable hours migrate as custom fields on the Deal. Gantt layout data migrates as a JSON-formatted Note attachment. This is a disposition decision made during scoping based on the customer's use of the project module.

Jarvis CRM

Time Entry

maps to

Pipedrive

Activity (Task)

1:1
Fully supported

Jarvis time entries (billable and non-billable hours linked to projects or contacts) migrate as Pipedrive Activities with a custom field for hours logged and another for billable/non-billable status. Time entry timestamps preserve the original recorded date for audit purposes. If the customer uses time entries primarily for billing rather than sales activity tracking, we document this as a separate reporting consideration and do not create activity timeline entries for non-billable internal time.

Jarvis CRM

Vendor

maps to

Pipedrive

Organization (tagged)

1:1
Fully supported

Jarvis Vendor records map to Pipedrive Organizations with a custom field vendor_type__c set to Vendor. Purchase order and bill data associated with vendors migrate as Activity notes or as custom fields on the Organization record depending on volume and complexity. We flag any vendor-specific fields with no Pipedrive equivalent during schema audit for customer disposition.

Jarvis CRM

Custom Properties (per deployment)

maps to

Pipedrive

Custom Fields

lossy
Mapping required

Every Jarvis deployment has custom fields unique to that FileMaker instance. We conduct a mandatory schema audit before migration to identify every custom field on every object. Custom fields from Jarvis map to Pipedrive custom fields on the equivalent object (Person, Organization, Deal, Activity). Pipedrive supports custom fields of types including text, number, date, dropdown, checkbox, and address. Fields with types not supported in Pipedrive (e.g., multi-value relational fields from FileMaker) require a disposition decision: flatten to text, drop, or replace with a custom note.

Jarvis CRM

Marketing Campaign/Group

maps to

Pipedrive

Person Tags or Custom Field

lossy
Fully supported

Jarvis Campaign and Contact Group records migrate as Pipedrive Person tags or as a multi-select custom field on Person, depending on which approach provides better usability for the customer's sales workflow. Campaign metadata (name, status, start date) migrates as a custom field or as an Organization tag if the campaign was account-based. This is a scoping decision based on how the customer uses campaign data in Jarvis.

Jarvis CRM

Product and Service Catalog

maps to

Pipedrive

Product

1:1
Fully supported

Jarvis Product and Service catalog records map to Pipedrive Products. Item names, descriptions, unit prices, and product codes migrate. Product-to-deal associations migrate as Deal-Product links using the product ID key extracted from the FileMaker product table and resolved at migration time. If Jarvis uses custom pricing tiers per product, these migrate as custom fields on the Pipedrive Product.

Jarvis CRM

Attachment

maps to

Pipedrive

File or Note

lossy
Fully supported

File attachments stored within the FileMaker instance can be exported, but attachment storage format and location vary by deployment. We identify attachment storage paths during scoping and include them in the migration scope if the files are accessible via FileMaker export or direct file access. Attachments migrate as Pipedrive file attachments linked to the parent record, or as Notes with file content if the attachment is text-based. Binary attachments (PDFs, images) are extracted and linked individually.

Jarvis CRM

User and Owner Assignment

maps to

Pipedrive

User

1:1
Mapping required

User records and owner assignments on Jarvis records extract from the FileMaker ACL and record-level ownership fields. We map Jarvis users to corresponding Pipedrive users by email match. Any Jarvis owner without a matching Pipedrive user goes to a reconciliation queue for the customer's admin to provision the user before record import resumes. Owner assignment on deals, contacts, and organizations migrates by resolving the FileMaker owner key to the Pipedrive User record.

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.

Jarvis CRM logo

Jarvis CRM gotchas

High

No documented public API means migration requires FileMaker-native exports

High

FileMaker schema varies per deployment because the platform is fully customizable

Medium

Customizations are not included in base pricing and require separate engagement

Medium

Data relationships between FileMaker tables must be reconstructed manually

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

  • Jarvis has no REST API — migration requires FileMaker extraction

    Jarvis CRM runs on a per-customer FileMaker Pro instance with no published REST API, which means we cannot use API-based migration tools. Instead, we coordinate with the customer's FileMaker host to extract data via FileMaker export scripts or direct table access. This requires explicit customer permission and technical access to the FileMaker Server during scoping. We plan for this access requirement and do not assume API credentials exist. The extraction phase typically requires 5-10 business days of coordination with the customer's FileMaker administrator and may require custom export scripts if the Scarpetta Group has added non-standard table structures.

  • Pipedrive does not support custom objects

    Pipedrive's data model is fixed to four objects: People, Organizations, Deals, and Activities. Unlike Jarvis (built on FileMaker Pro with fully customizable tables), Pipedrive does not offer custom objects at any pricing tier. Any Jarvis custom objects identified during schema audit must receive a disposition decision: map to a Pipedrive object with custom fields, convert to a tagged subset of an existing object, or document as data requiring export to a separate system. We make this disposition recommendation during scoping based on the customer's data usage patterns. This is a permanent architectural limitation of Pipedrive, not a migration tooling constraint.

  • FileMaker export flattens relational links between records

    FileMaker Pro stores relational links within its own table schema using Record IDs, foreign keys, and portal relationships. A CSV or tab-delimited export from FileMaker flattens these relationships into independent rows. We extract primary keys and foreign keys from all relevant tables during the FileMaker phase, then reconstruct the relational links in Pipedrive using explicit association imports. Contact-to-Organization links, Deal-to-Person links, and Activity-to-Deal links are resolved by key at migration time. We do not use name-matching or fuzzy matching to link records because name-based linking produces orphaned associations and duplicates in Pipedrive. This reconstruction step adds 3-5 days to the migration timeline and must be validated before record import begins.

  • No Import2 connector exists for Jarvis CRM

    Pipedrive offers a native Import2 migration tool for dozens of popular CRM platforms, but Jarvis CRM is not among them. The Import2 tool requires a published API or OAuth-based credential exchange from the source platform, which Jarvis does not provide. We replace the Import2 path with a custom FileMaker-to-Pipedrive pipeline built during migration scoping. This pipeline uses FileMaker export formats as input and Pipedrive's REST API v1.0 as the destination, with batch processing and error logging throughout. The pipeline must be built per deployment because every Jarvis instance has a different schema structure.

  • ERP modules in Jarvis have no Pipedrive equivalents

    Jarvis CRM includes integrated ERP functionality: project management with Gantt charts, time tracking with timecards and job time, vendor management with purchase orders and bills, and a native QuickBooks Online integration for accounting. Pipedrive is a sales CRM and does not include these modules. We migrate the sales-relevant data from each ERP module (project names and status, billable hours, vendor contacts) but cannot migrate the accounting data, purchase order workflows, or Gantt dependencies. The QuickBooks Online integration does not migrate; we document its existence so the customer's admin can configure a new QuickBooks-to-Pipedrive integration post-migration if needed.

Migration approach

Six steps for a successful Jarvis CRM to Pipedrive data migration

  1. FileMaker access and schema audit

    We coordinate with the customer's FileMaker host to obtain read access to the Jarvis FileMaker instance. During a one-to-two-week schema audit, we document every table in use, every field on each table, every custom field added by the Scarpetta Group, and every relational link between tables. We identify which objects are actively used (not just present) by sampling record counts. The audit output is a written schema map that forms the basis of the migration scope and the FileMaker extraction script we request from the customer's FileMaker administrator.

  2. Disposition planning for custom objects and ERP modules

    We review the schema audit results with the customer's admin to make disposition decisions for every object that does not map directly to a Pipedrive standard object. Custom FileMaker objects, project management data, vendor and purchase order records, and any time-entry data the customer wants in Pipedrive receive a disposition plan: map to object and custom fields, convert to a tagged subset, or exclude from migration with a written explanation. This step resolves the custom-object limitation before any data moves and prevents surprises at cutover.

  3. Custom FileMaker extraction script coordination

    We work with the customer's FileMaker administrator to run a custom export script that extracts all relevant tables in a normalized format (tab-delimited or XML) including primary keys, foreign keys, and all custom fields. If the administrator cannot produce the export directly, we provide a detailed export specification. We validate the export by spot-checking record counts, field presence, and relational key completeness before the extraction phase closes. Any export format issues are resolved here to avoid import errors later.

  4. Pipedrive sandbox setup and schema configuration

    We configure the destination Pipedrive account in a sandbox environment. This includes creating the Pipedrive pipeline and stages (mapped from the Jarvis pipeline), adding custom fields on Person, Organization, Deal, and Activity objects to receive custom data from FileMaker, and provisioning users to match the Jarvis owner records. Pipedrive's standard objects are created and validated before production migration begins. Custom field data types are matched to Pipedrive's supported types: text, number, date, dropdown, checkbox, and address.

  5. Production migration in record dependency order

    We run production migration in strict dependency order: Pipedrive Users (validated from the user provisioning step), Organizations (from Jarvis Companies), Persons (from Jarvis Contacts with OrganizationId resolved), Deals (from Jarvis Opportunities with OrganizationId and PersonId resolved), Activities (tasks, calls, meetings from Jarvis time entries and engagement records), Products (from Jarvis Product catalog), Deal-Product associations, and custom fields on each object. Each phase emits a row-count reconciliation report. File attachments migrate in the final phase and are linked to parent records by record ID.

  6. Cutover, validation, and automation handoff

    We freeze FileMaker writes during cutover, run a final delta migration of any records created or modified during the migration window, and hand off to the customer's Pipedrive admin. We deliver a written inventory of any Pipedrive automations requiring rebuild (sequences, workflow rules) and a mapping summary of every FileMaker custom field and its Pipedrive disposition. We support a one-week post-cutover validation window for reconciliation issues. We do not rebuild FileMaker scripts as Pipedrive automations inside the migration scope; that is a separate engagement.

Platform deep dives

Context on both ends of the pair

Jarvis CRM logo

Jarvis CRM

Source

Strengths

  • Integrated CRM and ERP functionality covering sales, projects, HR, and accounting in one platform
  • Fully customizable FileMaker Pro foundation allows per-business workflow adaptation
  • Per-customer isolated instance provides dedicated data separation and hosting control
  • Includes native QuickBooks Online and Google integrations without requiring third-party connectors
  • Cross-platform access across Mac, Windows, iOS, and web browsers

Weaknesses

  • No publicly documented REST API limits migration options and third-party integrations
  • Small market footprint with limited community resources and few third-party app integrations
  • Customizations are separate from base pricing, adding cost complexity for tailored deployments
  • Learning curve for administrators managing the FileMaker Pro backend
  • Case studies and review volume are limited compared to major CRM platforms
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?

Moderate CRM migration. 4 of 8 objects need a mapping; the rest are 1:1.

C

Overall complexity

Moderate migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Jarvis CRM and Pipedrive.

  • Object compatibility

    C

    4 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

    Jarvis CRM: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Jarvis CRM 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 Jarvis CRM to Pipedrive data migrations

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

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Most migrations land between four and eight weeks for accounts under 15,000 Contacts and 3,000 Deals with a standard schema and no custom FileMaker objects. Migrations with multiple custom FileMaker objects, non-standard relational schemas, large time-entry histories, or active use of the ERP modules (Projects, Vendors, Purchase Orders) extend to ten to fourteen weeks because of FileMaker extraction coordination, multi-table key reconstruction, and custom-field translation across a per-deployment schema. The FileMaker access and schema audit phase alone typically requires five to ten business days of coordination with the customer's FileMaker administrator.

Adjacent paths

Related migrations to explore

Ready when you are

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