CRM migration

Migrate from ZeyOS to Pipedrive

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

ZeyOS logo

ZeyOS

Source

Pipedrive

Destination

Pipedrive logo

Compatibility

67%

8 of 12

objects map 1:1 between ZeyOS and Pipedrive.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from ZeyOS to Pipedrive is a migration from a unified CRM/ERP/Groupware platform to a sales-focused CRM with four core objects: People, Organizations, Deals, and Activities. ZeyOS's richer object model (Accounts, Contacts, Leads, Items, Projects, Tasks, Tickets, Contracts, Quotes, Orders, Deliveries, Invoices) collapses into Pipedrive's simpler schema, which requires careful decisions about where multi-object ZeyOS data lands. We map ZeyOS Leads to Pipedrive People with the original lead status preserved as a custom field, and we handle ZeyOS's financial pipeline (Quotes through Invoices) as Deals with custom fields rather than native objects since Pipedrive has no billing or contract management built in. We convert ZeyOS Unix epoch timestamps to ISO 8601 during every extract, sequence audit-locked invoices in strict chronological order to avoid import failures, and flag any file attachments exceeding 25MB for manual review before upload. Pipedrive has no custom object support, so ZeyOS's custom objects map to standard objects with extended custom field sets. Workflows, automations, and sequences are not migrated as code; we deliver a written inventory for the customer's admin to rebuild.

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

ZeyOS logo

ZeyOS

What's pushing teams away

  • Very limited public review presence (only 1 verified G2 review, sparse Capterra coverage) makes it hard for prospective customers to gauge long-term reliability.
  • Smaller vendor footprint compared to Odoo, NetSuite, or HubSpot raises concerns about long-term product support and roadmap stability.
  • Custom iXML scripting layer adds development overhead for teams that want standard integrations without writing custom code.

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 ZeyOS objects map to Pipedrive

Each row shows how a ZeyOS 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.

ZeyOS

Account

maps to

Pipedrive

Organization

1:1
Fully supported

ZeyOS Account records map directly to Pipedrive Organization. The Account name, address fields, phone, and website migrate as standard Organization fields. Account is imported before any Contact import so that the Organization relationship is resolved at the moment of Person insert. We use the Organization name as the dedupe key to avoid duplicate Organizations during import.

ZeyOS

Contact

maps to

Pipedrive

Person

1:1
Fully supported

ZeyOS Contact records map to Pipedrive Person with name, email, phone, and address preserved. The parent Account reference resolves to a Pipedrive Organization by Organization name lookup. Any extdata fields (nickname, custom address fields) migrate as Person custom fields. Active status is preserved in a custom field so that inactive ZeyOS Contacts are flagged for manual review after import.

ZeyOS

Lead

maps to

Pipedrive

Person (custom field for lead status)

1:many
Fully supported

ZeyOS Lead is a distinct object separate from Contact. Pipedrive has no separate Lead object, so all Leads map to Person records with the original ZeyOS lead status preserved in a custom field lead_status__c. The customer chooses during scoping whether to create a separate Pipedrive pipeline stage or tag for migrated Leads to distinguish them from imported Contacts in reporting.

ZeyOS

Item

maps to

Pipedrive

Product

1:1
Fully supported

ZeyOS Items (inventory and product catalog) map to Pipedrive Products. The item name, SKU (barcode), model, and unit price migrate as Product fields. Stock quantity from ZeyOS's automated inventory transactions migrates as a Product custom field product_stock_qty__c. If the customer uses Pipedrive's Deals with Products feature, we create Pricebook entries during migration.

ZeyOS

Project

maps to

Pipedrive

Activities (configuration)

lossy
Fully supported

ZeyOS Projects are native Groupware objects with child Tasks and time entries. Pipedrive has no Projects object. We create a top-level Activity (type = Task with a specific subject pattern) for each Project and nest child Tasks as Activities linked by a custom parent_project_id__c field. Time entries from ZeyOS Projects migrate as separate Activity records with billable flag and duration preserved. The customer should decide during scoping whether Projects map this way or are treated as Deals with custom field groupings.

ZeyOS

Task

maps to

Pipedrive

Activity

1:1
Fully supported

ZeyOS Tasks belong to Projects and have assignees, due dates, and status. They map to Pipedrive Activities (Tasks). The parent Project linkage is preserved via a custom field project_id__c. We map ZeyOS Task status to Pipedrive Activity status (open, completed). Due dates migrate with epoch-to-ISO conversion. Task priority maps to Pipedrive Activity priority.

ZeyOS

Ticket

maps to

Pipedrive

Deal (with Case-like custom fields)

1:1
Fully supported

ZeyOS Tickets are Helpdesk objects with email integration and subject-line ticket numbers. Pipedrive has no native Helpdesk or Case object, so Tickets map to Deals with a ticket_number__c custom field, status custom fields, and a dedicated pipeline (or pipeline stage) designated for support tickets. Email conversations attach to the Deal as Activity notes. For organizations that need separate case tracking, we recommend a dedicated Pipedrive add-on like Casely.

ZeyOS

Quote, Order, Delivery, Invoice

maps to

Pipedrive

Deal (with financial metadata in custom fields)

1:many
Fully supported

ZeyOS's four financial objects (Quote, Order, Delivery, Invoice) have no Pipedrive equivalents. We map them as Deals with a document_type__c custom field (values: Quote, Order, Delivery, Invoice), a document_status__c field, and the financial amount migrated as the Deal value. ZeyOS Invoices are audit-locked once booked: we flag these as read-only Deals with invoice_locked__c = true, set the status to Closed-Won at the time of the original ZeyOS invoice date, and sequence the import in strict chronological order. Any out-of-sequence locked invoices go to a manual review queue before import.

ZeyOS

Contract

maps to

Pipedrive

Deal (with contract metadata in custom fields)

1:1
Fully supported

ZeyOS Contracts represent subscription or service agreements tied to Accounts. Pipedrive has no Contracts object, so we map contract metadata (contract ID, start date, end date, renewal terms, contract value) to Deal custom fields and link the Deal to the parent Organization. Contract-specific terms, renewal rules, and SLA terms are preserved in a contract_terms__c custom field as a text area.

ZeyOS

Document

maps to

Pipedrive

File Attachment

1:1
Fully supported

ZeyOS Documents are stored as binary blobs in the files table's binfile column, linked by record FK. We download each binary blob via the ZeyOS REST API and re-upload to Pipedrive's file attachment storage linked to the mapped record (Organization, Person, or Deal). Files exceeding 25MB are flagged for customer manual review before import. Non-standard MIME types receive additional handling during staging.

ZeyOS

Custom Field

maps to

Pipedrive

Custom Field

lossy
Fully supported

ZeyOS exposes custom fields via the fields table and extdata JSON pattern in the REST API. We read every field definition, map the data type to the equivalent Pipedrive custom field type (text, number, date, dropdown, checkbox), and pre-create the Pipedrive custom field on the target object before the relevant records import. Multi-select picklists in ZeyOS map to Pipedrive multi-select fields. Custom field values from extdata are mapped during the transform step before insert.

ZeyOS

Activity

maps to

Pipedrive

Activity

1:1
Fully supported

ZeyOS Activities (calls, emails, notes) linked to Accounts or Contacts map to Pipedrive Activities. Call activities import with duration and disposition as Activity custom fields. Email activities import as Activity records with the email body preserved in the Activity subject or a custom field. All timestamps convert from Unix epoch to ISO 8601 during extraction.

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.

ZeyOS logo

ZeyOS gotchas

High

Audit-locked invoices block post-import edits

High

No documented bulk API forces iterative record-by-record migration

Medium

Unix epoch timestamps require explicit conversion

Medium

File attachments require binary blob download from REST API

Low

Token auth without OAuth limits automation scope

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

  • Pipedrive has no native custom objects

    Pipedrive supports custom fields on its four standard objects (Person, Organization, Deal, Activity) but has no custom object capability. ZeyOS's custom objects, if any exist in the customer's instance, must map to standard Pipedrive objects with extended custom field sets. We pre-create the custom field schema in Pipedrive before migration begins. If the customer has more than four distinct ZeyOS custom object types that cannot be sensibly collapsed into People, Organizations, Deals, or Activities, we flag this as a scope constraint during scoping and discuss alternative destination platforms.

  • Invoice sequence is immutable once booked in ZeyOS

    ZeyOS marks invoices as immutable once booked; they cannot be edited or deleted via the API after that point. We import invoice Deals in strict chronological order by ZeyOS invoice date. Any invoice that arrives out of sequence relative to the ZeyOS audit log triggers a validation error and routes to a manual review queue for the customer to confirm the correct import order before we resume. The customer must confirm their full invoice chronology during scoping before we begin the financial object migration phase.

  • Unix epoch timestamps require explicit conversion

    ZeyOS stores creationdate, modification dates, and timestamps as int8 Unix epoch values (seconds since 1970-01-01). When we export to Pipedrive's API, which expects ISO 8601 datetime strings, we explicitly convert each epoch value at extraction time. We validate that timestamp ranges fall within Pipedrive's supported date range (January 1, 1900 onward) and flag any records with epoch values that resolve to dates outside this range for customer review.

  • No bulk API on ZeyOS forces record-by-record migration

    ZeyOS exposes only a REST API with no documented bulk export or batch endpoint. We paginate through results using ZeyOS's offset-based pagination and insert records individually into Pipedrive. For large datasets, this increases migration time. We parallelize where the API allows and implement exponential backoff on rate-limit responses (HTTP 429) to stay within safe request windows. The ZeyOS token has no publicly documented expiration policy; we rotate tokens if the API returns authentication errors mid-migration.

  • File attachments require binary blob extraction

    ZeyOS stores file content in the files table's binfile column. We retrieve each binary blob via the ZeyOS REST API individually and re-upload to Pipedrive's file storage. Large files (exceeding 25MB), files with non-standard MIME types, and archived file formats may require additional handling or manual review. We flag any attachments exceeding 25MB before import so the customer can decide whether to include them or store them externally.

Migration approach

Six steps for a successful ZeyOS to Pipedrive data migration

  1. Discovery and scoping call

    We audit the source ZeyOS instance across all object types: Accounts, Contacts, Leads, Items, Projects, Tasks, Tickets, Contracts, Quotes, Orders, Deliveries, Invoices, Activities, and Documents. We count records per object, identify custom fields via the fields table, assess the total size of file attachments, and determine whether the financial pipeline (Quote through Invoice) is in scope. We also confirm the ZeyOS API token is active and test connectivity to cloud.zeyos.com/{INSTANCE}/api/v1/. The discovery output is a written migration scope document with record counts, custom field inventory, and an agreed Pipedrive object assignment for each ZeyOS object.

  2. Pipedrive sandbox setup and schema pre-creation

    We create the Pipedrive destination account with the appropriate plan (Lite, Growth, or Premium based on feature needs) and provision a sandbox if available for validation. We pre-create all custom fields on Person, Organization, Deal, and Activity before any data import begins, including multi-select fields for ZeyOS picklist values, date fields for ZeyOS epoch timestamps, and text fields for ZeyOS extdata content. We configure pipeline stages to match the ZeyOS financial pipeline stages and set up any dedicated deal pipelines for migrated Tickets.

  3. Data extraction with epoch conversion

    We extract ZeyOS data via paginated REST API calls, converting Unix epoch timestamps to ISO 8601 strings at extraction time for every date and datetime field. We pull Accounts first, then Contacts with parent Account resolution, then Leads with lead status preserved, then Items, then the financial pipeline (Quotes, Orders, Deliveries, Invoices in strict chronological order), then Documents as binary blobs. Each extraction phase emits a record count and validation report before the corresponding Pipedrive import phase begins.

  4. Sandbox validation and reconciliation

    We run a full migration into the Pipedrive destination (sandbox or production depending on plan availability) using production-like data volume. The customer reconciles record counts across all object types, spot-checks 20-30 records per object against the ZeyOS source for field-level accuracy, and reviews custom field values on a sample of Person, Organization, and Deal records. We correct any mapping errors identified during validation before the production migration begins.

  5. User and owner reconciliation

    We extract every ZeyOS user referenced as a record owner and map them to Pipedrive Users by email address. Any ZeyOS owner without a matching Pipedrive User goes to a reconciliation queue for the customer to provision before record import resumes. We flag inactive ZeyOS users for post-migration deactivation review. Pipedrive's per-user pricing means the customer must have an active Pipedrive User seat for every migrated owner.

  6. Production migration in dependency order

    We run production migration in record-dependency order: Organizations (from ZeyOS Accounts), Persons (from ZeyOS Contacts and Leads with status custom field), Products (from ZeyOS Items), Deals (from ZeyOS financial pipeline and Tickets with document_type__c and ticket_number__c), Activities (from ZeyOS Tasks, Projects, and Activities), and Files (from ZeyOS Documents with binary blob re-upload). Invoice Deals import last and in strict chronological order. Each phase emits a row-count reconciliation report and an error log before the next phase begins.

  7. Cutover, validation, and automation handoff

    We freeze ZeyOS writes during cutover, run a final delta migration of any records modified during the migration window, then mark Pipedrive as the system of record. We deliver a written inventory of any ZeyOS iXML scripts, workflows, or automations that require manual rebuild in Pipedrive's automation tools. We support a three-day hypercare window for reconciliation issues raised by the customer's team. Post-migration admin support, training, and workflow rebuild are outside standard migration scope and can be scoped as separate engagements.

Platform deep dives

Context on both ends of the pair

ZeyOS logo

ZeyOS

Source

Strengths

  • Unified platform combining CRM, ERP, and Groupware under a single subscription reduces tooling sprawl.
  • Free tier for up to five users enables teams to onboard and evaluate the platform without upfront cost.
  • Open PostgreSQL schema and REST API provide direct database access for migrations and integrations.
  • Audit-proof financial transactions (quotes, orders, invoices) satisfy compliance requirements for locked records.
  • Integrated inventory management with automated stock transactions on every delivery.

Weaknesses

  • Very limited public review presence reduces ability to gauge real-world customer satisfaction and longevity.
  • Smaller market footprint compared to Odoo, NetSuite, or HubSpot raises vendor risk concerns.
  • Custom iXML scripting language creates a learning curve for teams accustomed to standard integration approaches.
  • No documented bulk API means large migrations require iterative record-by-record API calls.
  • Pricing model is primarily per-user, which can become expensive as teams scale beyond 20-30 users.
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?

Standard CRM migration. 3 of 8 objects need a mapping; the rest are 1:1.

B

Overall complexity

Standard migration

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

  • Object compatibility

    B

    3 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

    ZeyOS: Not publicly documented — we apply exponential backoff on 429/5xx responses and confirm tenant-specific limits during scoping.

  • Data volume sensitivity

    B

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

Estimator

Estimate your ZeyOS 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 ZeyOS to Pipedrive data migrations

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

Can't find your answer?

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Most migrations land between two and four weeks for accounts under 10,000 records with Accounts, Contacts, Leads, Items, and Activities in scope. Migrations that include the full financial pipeline (Quotes, Orders, Deliveries, Invoices), Projects and Tasks, Tickets, and large file attachment sets move to six to ten weeks because of the invoice chronology validation, the epoch-to-ISO timestamp conversion across every date field, and the parent-record resolution required for Deals linked to Organizations and Persons. ZeyOS's lack of a bulk API means large attachment sets require more extraction time than equivalent migrations from platforms with bulk export endpoints.

Adjacent paths

Related migrations to explore

Ready when you are

Move from ZeyOS.
Land in Pipedrive, intact.

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