CRM migration

Migrate from Oracle EBS CRM to Pipedrive

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

Oracle EBS CRM logo

Oracle EBS CRM

Source

Pipedrive

Destination

Pipedrive logo

Compatibility

83%

10 of 12

objects map 1:1 between Oracle EBS CRM and Pipedrive.

Complexity

CModerate

Timeline

6-10 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Oracle EBS CRM to Pipedrive is a structural migration that requires extracting data from Oracle's tightly coupled APPS and base product schemas rather than a modern REST API. Oracle EBS CRM ships as part of a monolithic database where CRM data lives alongside ERP and HR records in the same schema, making precise schema scoping essential before any extraction begins. We connect directly to the Oracle database with read-only credentials, identify the correct CRM base tables (ARHZTARZ for Accounts, HR/AR schemas for Contacts, CZ for Opportunities), and resolve parent-record dependencies before loading into Pipedrive via its API v2. Territory hierarchies stored in AS_TERRITORIES tables are flattened into Pipedrive Labels or custom fields. Oracle Workflows, Forecasting modules, and Oracle-defined Territory routing rules have no Pipedrive equivalent; we document these for the customer's admin to rebuild. The APPS schema coupling means we scope extraction exclusively to CRM-relevant tables and coordinate with the customer's DBA to prevent any impact on concurrent ERP or HR operations during the migration window.

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

Oracle EBS CRM logo

Oracle EBS CRM

What's pushing teams away

  • The user interface is widely described as outdated and the learning curve steep — G2 reviewers consistently cite the clunky UI as a day-to-day friction point that modern SaaS CRMs do not replicate.
  • Oracle's roadmap pressure and end-of-support timelines force upgrades or migrations that organizations would not choose on their own merit — Premier Support for 12.1 ended and Extended Support for 12.2 carries escalating costs through 2031.
  • Organizations discovering that mid-market SaaS CRMs now offer comparable core CRM capabilities at a fraction of the total cost (including implementation, licensing, and internal support) decide to migrate away from the heavy EBS footprint.
  • Oracle's aggressive Fusion Cloud upsell creates a sense of vendor lock-in and limited flexibility, prompting organizations to explore alternatives that do not push a managed cloud migration as the only path forward.
  • The upgrade-heavy lifecycle of EBS on-premise requires a quarter or longer per major release cycle — enterprises seeking evergreen cloud releases with no upgrade projects migrate to platforms with continuous delivery models.

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 Oracle EBS CRM objects map to Pipedrive

Each row shows how a Oracle EBS 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.

Oracle EBS CRM

Account

maps to

Pipedrive

Organization

1:1
Fully supported

Oracle Accounts are stored in the ARHZTARZ base tables and exposed through the APPS schema. We extract account_name, account_number, status, and the primary party site address. The account maps directly to a Pipedrive Organization record using account_number as the dedupe key during import. Party site addresses (HZ_PARTY_SITES) are parsed into Pipedrive address fields on the Organization. Multi-org Oracle EBS installations require scoping by OPERATING_UNIT to avoid duplicating accounts across orgs in a single Pipedrive tenant.

Oracle EBS CRM

Contact

maps to

Pipedrive

Person

1:1
Fully supported

Oracle EBS Contacts reside in base HR schemas (PER_ALL_ASSIGNMENTS_F for employees) or AR schemas (HZ_PARTIES for external parties) depending on the party type. We identify the correct schema at discovery time, extract full name, email, phone, and the party_site_address, and map to Pipedrive Person records. The link between Person and Organization is resolved at migration time by matching the Organization's party_id to the Contact's related_party_id in Oracle. Any Contact without a matching Organization is held in a reconciliation queue for the customer to resolve before final import.

Oracle EBS CRM

Opportunity (CZ schema)

maps to

Pipedrive

Deal

1:1
Fully supported

Opportunities in Oracle EBS CRM are stored in the CZ (Collaborative Selling) base tables for modern installations, or the deprecated ASF schema for older CRM module versions. We identify the correct schema at discovery, extract opportunity_name, amount, currency_code, probability, close_date, and stage. Stage values from CZ are mapped to Pipedrive pipeline Stages during transformation. Owner resolution uses FND_USER email matching against the Pipedrive User list. Multi-currency amounts are preserved in a custom field and converted to the customer's Pipedrive base currency for pipeline value reporting.

Oracle EBS CRM

Sales Activity / Task

maps to

Pipedrive

Activity

1:1
Fully supported

Sales Activities and Tasks are stored across multiple EBS CRM schemas — the deprecated Teleservice tables or the modern Interaction Center tables — depending on which CRM module is installed. We identify the source schema during discovery, extract activity_type, subject, description, start_date, and status, and map to Pipedrive Activity records of the corresponding type (call, meeting, task, deadline). The activity owner maps via FND_USER email lookup. Closed_date and outcome are preserved in activity notes or custom fields.

Oracle EBS CRM

Note / History

maps to

Pipedrive

Note

1:1
Fully supported

Notes and audit history in Oracle EBS CRM are stored in generic note tables (FZ_NOTES or equivalent) or in the application-level audit trail. We extract note text, created_by, and creation_date as a Note body linked to the parent record (Account, Contact, or Opportunity) via a lookup resolution step. If the parent record is not yet created at note migration time, we stage notes by parent_type and parent_id and link after parent resolution.

Oracle EBS CRM

User / Employee

maps to

Pipedrive

User

1:1
Fully supported

Oracle EBS Users are sourced from the HR schema (PER_ALL_ASSIGNMENTS_F) with CRM-specific responsibilities assigned via FND_RESPONSIBILITIES. We extract user_name, email, and employee_number from FND_USER and map to Pipedrive Users. FND_RESPONSIBILITY records are parsed to identify which users have CRM-specific roles, and those are prioritized for active Pipedrive User provisioning. Any EBS user without an email address requires manual assignment in Pipedrive.

Oracle EBS CRM

Custom Object

maps to

Pipedrive

Custom Fields on standard objects

lossy
Fully supported

Oracle EBS CRM Custom Objects are stored in user-defined tables within base product schemas, often with FK columns pointing to RA_CUSTOMERS or OE_HEADERS. We extract the DDL for each custom table during discovery, map the custom columns to Pipedrive Custom Fields on the relevant standard object (Organization, Person, or Deal), and handle data type translation (VARCHAR to string, NUMBER to int/float, DATE to date). Pipedrive does not support standalone custom objects; all custom data maps as fields on standard objects. Multi-select picklist values in Oracle EBS map to Pipedrive multi-select custom fields.

Oracle EBS CRM

Territory

maps to

Pipedrive

Label + Custom Field

lossy
Fully supported

Territory definitions in Oracle EBS CRM are stored in AS_TERRITORIES base tables with hierarchical org structures and assignment rules. Pipedrive does not have a native Territory hierarchy or assignment engine. We flatten the Oracle Territory hierarchy into Pipedrive Labels (one per top-level territory) and create a custom territory_name field on Deals to carry the full Oracle territory path. Territory assignment rules (which reps are assigned to which territories) are documented in the handoff report for the customer's admin to rebuild using Pipedrive's Team features or a third-party territory management app.

Oracle EBS CRM

Attachment (LOB)

maps to

Pipedrive

File

1:1
Fully supported

Attachments in Oracle EBS CRM are stored as LOB data (BFILE or CLOB columns in the database) or on the file system depending on the attachment configuration. We extract binary attachments as BASE64-encoded blobs and upload them to Pipedrive as Files linked to the parent record (Organization, Person, or Deal). The original filename and MIME type are preserved from the FND_LOBS table. Attachments exceeding Pipedrive's file size limits are flagged and delivered as downloadable archives alongside the migration package.

Oracle EBS CRM

Product (if applicable)

maps to

Pipedrive

Product

1:1
Fully supported

Oracle EBS Product data (from the Product Information Management tables, if the CRM module includes product catalog access) maps to Pipedrive Products. We extract product_name, product_code (hs_sku equivalent), list_price, and description. Pipedrive Products are created during the import phase and linked to Deals via the deal-product association API endpoint. Products without a pricebook in Pipedrive are created with a default pricebook entry.

Oracle EBS CRM

Lead (if applicable)

maps to

Pipedrive

Lead

1:1
Fully supported

Oracle EBS CRM may contain prospect records in the CZ schema or a dedicated lead module depending on the CRM version installed. These map to Pipedrive Leads, which share the same field structure as Pipedrive Deals (pipeline and stages). We extract lead_name, status, source, and owner, and map to the Pipedrive Lead object using the customer's specified pipeline. Unqualified leads that should not enter the sales pipeline are flagged in the mapping for manual review.

Oracle EBS CRM

Account Contact Relationship

maps to

Pipedrive

Person-Organization link

1:1
Fully supported

Oracle EBS stores Contact-to-Account relationships in HZ_RELATIONSHIPS with relationship_type and direction flags. We extract these relationships and map them to Pipedrive Person-Organization associations using the party_id and related_party_id from the relationship table. Primary Contact flags in Oracle EBS map to a custom is_primary__c field on the Pipedrive Person record. Relationship roles (purchasing contact, technical contact, billing contact) are mapped to custom fields on the Person.

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.

Oracle EBS CRM logo

Oracle EBS CRM gotchas

High

No native REST API for EBS CRM data extraction

High

APPS schema coupling spans CRM, ERP, and HR in one database

High

Premier Support for EBS 12.1 ended — Extended Support for 12.2 has a cost cliff

Medium

Oracle Workflow engine has no direct migration path to cloud CRM automation

Medium

Per-module licensing creates billing ambiguity at destination

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

  • No REST API for Oracle EBS CRM — direct database access required

    Oracle E-Business Suite does not expose a standard REST or GraphQL API for CRM objects. All data extraction requires direct Oracle database queries against the APPS and base product schemas, or Oracle BI Publisher reports exporting to XML/CSV. We address this by connecting directly to the Oracle database with read-only credentials scoped to CRM-relevant schemas. The customer must provision database access credentials and confirm the network path between our migration infrastructure and the EBS database server. Any network or firewall changes required for this connectivity fall within the customer's IT scope and must be completed before migration begins.

  • APPS schema coupling means scoping extraction to CRM tables is essential

    Oracle EBS CRM is not a standalone application — the APPS schema aggregates code objects from all modules (CRM, ERP, HR, supply chain), and CRM data is stored alongside financial, HR, and supply chain data in the same database instance. We scope extraction to CRM-relevant base schemas at the table level, but any database backup or restore operation during migration will affect the entire suite simultaneously. We coordinate with the customer's DBA to ensure only CRM data is queried and that concurrent write operations in non-CRM modules are not disrupted during the migration window. This coordination step is a prerequisite that must appear in the project plan before extraction begins.

  • Pipedrive has no standalone custom objects — custom data maps as fields

    Oracle EBS CRM custom objects stored in user-defined tables with complex FK relationships do not have a direct Pipedrive equivalent. Pipedrive supports Custom Fields on standard objects (Organization, Person, Deal, Activity, Lead) but does not have a standalone custom object type. We map Oracle EBS custom object columns to Custom Fields on the closest Pipedrive standard object, but objects with multi-level FK chains (e.g., a custom Contract object referencing both an Account and a Contact) may require decomposition into separate custom fields with ID cross-references. We flag these cases during discovery and agree on a decomposition strategy with the customer before migration.

  • Territory hierarchies and routing rules do not migrate

    Oracle EBS CRM Territory definitions stored in AS_TERRITORIES tables encode hierarchical structures and assignment rules that define which sales reps see which accounts and opportunities. Pipedrive's Labels are flat color-coded tags with no hierarchy, and Pipedrive's Team feature is a basic user grouping rather than a territory management engine. We extract the full Oracle Territory tree and flatten it into Labels and a custom territory_path field on Deals, but the routing logic (automatic reassignment based on territory rules) has no equivalent in Pipedrive and must be rebuilt manually or via a third-party territory management integration. We document the full hierarchy in the handoff report with the flattened label assignments.

  • Pipedrive's Important vs Required fields distinction affects data validation

    Pipedrive's Growth plan supports 'Important fields' (highlighting missing data without blocking saves) and the Premium plan supports 'Required fields' (enforcing mandatory completion before saving). Oracle EBS CRM validation rules on mandatory fields may not have a direct equivalent enforced at the UI layer in the same way. During migration, records with missing Oracle mandatory fields are imported but flagged in the migration report with a custom field indicating the original source validation status. The customer's Pipedrive admin configures Important or Required field rules post-migration based on their data governance policy.

Migration approach

Six steps for a successful Oracle EBS CRM to Pipedrive data migration

  1. Discovery and schema scoping

    We connect to the Oracle EBS database with read-only credentials scoped to CRM-relevant schemas (ARHZTARZ, HZ_PARTIES, CZ, AS_TERRITORIES, FZ_NOTES, FND_USER, FND_RESPONSIBILITY, and any identified custom object tables). We run discovery queries to enumerate all tables, count rows per object, identify the CRM module version (CZ vs ASF), and confirm the Oracle EBS release version (12.1 or 12.2). We also assess the attachment storage configuration (LOB columns vs file system) and multi-org structure. The discovery output is a written schema map, row-count inventory, and a migration scope document signed off by the customer's Oracle DBA and CRM admin.

  2. Pipedrive workspace configuration

    We configure the Pipedrive destination tenant before any data loads. This includes setting up the pipeline and stages (mapped from Oracle EBS CZ opportunity stages or ASF opportunity statuses), creating custom fields to receive Oracle EBS custom object columns, provisioning Pipedrive Users mapped from FND_USER records, and setting up Labels for the flattened territory structure. Pipedrive's API v2 is used to create all configuration objects (pipeline, stages, custom fields, users) programmatically before record imports begin. Any Pipedrive plan limitations (Growth vs Premium for required fields, Essential for API access) are confirmed during this step.

  3. Data extraction and transformation

    We extract data from Oracle EBS in parent-before-child order: Organizations (ARHZTARZ), Persons (HZ_PARTIES, HR schemas), Users (FND_USER), then Deals (CZ/ASF), Activities, Notes, and Attachments. Each extraction runs as a direct SQL query against the scoped schemas with pagination to handle large tables. Transformation logic is applied per object: currency amounts normalized to Pipedrive's base currency, date formats standardized, stage values mapped via a lookup table, owner emails resolved to Pipedrive User IDs, and multi-org filtering applied if the customer runs multiple Oracle operating units. Custom object DDL is extracted and reviewed for field type mapping to Pipedrive custom field types.

  4. Sandbox migration and reconciliation

    We run a full migration into a Pipedrive trial or sandbox environment using production-like data volume. The customer's CRM admin and Oracle DBA reconcile record counts (Organizations in, Persons in, Deals in, Activities in), spot-check 25-50 records against the Oracle EBS source for field-level accuracy, and verify that parent-child relationships (Person to Organization, Deal to Person and Organization) are correctly resolved. Territory flattening and custom field population are validated during this phase. Any mapping corrections are made before the production migration window opens. The sandbox sign-off is a required gate before production migration begins.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Organizations first (base entity), then Persons (with Organization ID lookup), then Users (validated from discovery), then Deals (with Person ID and Organization ID resolved), then Activities, Notes, Attachments, and custom field data. Each phase emits a row-count reconciliation report before the next phase begins. Attachment LOB data is extracted, BASE64-encoded, and uploaded as Files linked to the parent record. Any records rejected by the Pipedrive API (invalid field values, missing required fields) are captured in a skip file, corrected, and re-imported in a follow-up pass.

  6. Cutover, delta sync, and handoff documentation

    We freeze Oracle EBS writes during the cutover window, run a final delta migration of any records modified during the migration period, then enable Pipedrive as the system of record. We deliver the Migration Inventory Document covering: Oracle Workflows (documented for admin rebuild in Pipedrive Workflow Automation), Oracle Territory hierarchy (flattened label assignments with original path), Oracle EBS Forecasting data (flagged as not migratable, documented for manual entry or third-party forecasting tool), and a list of any records that could not be migrated with the reason for each. We support a one-week post-go-live window for reconciliation issues. Workflow rebuild, automation configuration, and Pipedrive admin training fall outside standard migration scope as separate engagements.

Platform deep dives

Context on both ends of the pair

Oracle EBS CRM logo

Oracle EBS CRM

Source

Strengths

  • Unified APPS schema provides a single database layer across ERP, CRM, HR, and supply chain — reducing data duplication across the organization.
  • Deep Oracle database integration means CRM transactions are ACID-compliant by default, with full transactional consistency between sales and financial records.
  • Comprehensive multi-org, multi-currency, and multi-language capabilities are built in, supporting global enterprise sales structures without third-party add-ons.
  • Oracle's established partner ecosystem and 30+ year market presence provide enterprise procurement confidence and long-term support availability.
  • The APPS schema architecture means cross-module reporting can be done via direct SQL without requiring middleware or ETL pipelines.

Weaknesses

  • No standard modern REST API for CRM data — all extraction requires direct database access, BI Publisher reports, or Oracle Data Integrator, which complicates migration tooling.
  • The entire EBS suite runs in a single monolithic database instance, making it difficult to extract only the CRM layer without touching ERP or HR data structures.
  • User interface and UX design reflect 2000s-era application patterns — usability for day-to-day CRM tasks lags significantly behind modern SaaS alternatives.
  • The upgrade lifecycle requires significant IT project investment every major release, with documented upgrade timelines of a quarter or longer for version changes.
  • Oracle's support roadmap is pushing customers toward Fusion Cloud migration, which reduces the long-term viability of remaining on EBS for CRM-only workloads.
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 Oracle EBS 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

    Oracle EBS CRM: Not applicable — direct database query, throttling depends on customer's DB server capacity and concurrent workload.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Oracle EBS 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 Oracle EBS CRM to Pipedrive data migrations

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

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Most migrations land between six and ten weeks for accounts under 15,000 Accounts, 30,000 Contacts, and 5,000 Opportunities with no custom objects and a single Oracle operating unit. Migrations with custom objects, large LOB attachment volumes, multi-org Oracle EBS configurations, or extensive territory hierarchies move to twelve to eighteen weeks because of database discovery scope, DDL extraction, parent-record lookup resolution, and the parallel-run validation period. Direct database extraction from Oracle EBS adds two to four weeks compared to migrations from platforms with standard REST APIs.

Adjacent paths

Related migrations to explore

Ready when you are

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