CRM migration

Migrate from Real Intelligence to Pipedrive

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

Real Intelligence logo

Real Intelligence

Source

Pipedrive

Destination

Pipedrive logo

Compatibility

100%

12 of 12

objects map 1:1 between Real Intelligence and Pipedrive.

Complexity

BStandard

Timeline

2–4 days

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Teams migrate from Real Intelligence to Pipedrive when they want a visual, drag-and-drop pipeline that sales reps actually adopt. Real Intelligence stores contacts, companies, and deals in a flat object model with configurable custom properties; Pipedrive organizes the same data as People, Organizations, and Deals with a Kanban pipeline view as the primary interface. The migration carries everything Real Intelligence stores natively — contacts, companies, deals, activities, custom properties — into Pipedrive's object structure. The harder problems are mapping Real Intelligence custom properties to Pipedrive's hash-keyed custom fields, preserving the activity timeline as Pipedrive Activities linked to the correct People and Deal records, and resolving owner email addresses against Pipedrive user accounts so records land with the right assignees. Workflows, automations, and sequences do not migrate — those Real Intelligence logic definitions require manual rebuild in Pipedrive's automation tools. FlitStack AI sequences the migration so foreign-key dependencies resolve correctly: Organizations first, then People, then Deals with their linked Activities. A delta-pickup window captures any records created or modified during the cutover so Pipedrive reflects Real Intelligence's final state at go-live.

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

Real Intelligence logo

Real Intelligence

What's pushing teams away

  • Hard dependency on Salesforce — teams without Salesforce licences cannot use any Real Intelligence product, forcing a separate Salesforce purchase before adoption.
  • Pricing is fully sales-led with no public tiers — Real Intelligence directs visitors to 'book a FREE strategy call' for any pricing inquiry.
  • Smaller ISV scale compared to top-tier Salesforce ISVs means fewer trained implementation partners outside the vendor's four-city footprint.
  • Real Bots and broader AI voice assistant capability is newer than the property/event modules, so feature maturity varies across the product family.
  • Layered AppExchange + ISV/OEM licensing creates procurement complexity for buyers who must reconcile Salesforce licence costs with the Real Intelligence subscription.

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 Real Intelligence objects map to Pipedrive

Each row shows how a Real Intelligence 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.

Real Intelligence

Contact / Person

maps to

Pipedrive

Person

1:1
Fully supported

Real Intelligence contacts map directly to Pipedrive People. The Person object in Pipedrive stores name, email, phone, job title, and address fields natively. Owner resolution happens by email match against Pipedrive users — unmatched contacts land with a fallback owner flagged for review.

Real Intelligence

Company / Account

maps to

Pipedrive

Organization

1:1
Fully supported

Real Intelligence companies map to Pipedrive Organizations. The Organization record stores name, domain/website, industry, employee count, address, and postal code fields natively. Parent-child hierarchies in Real Intelligence map to the Organization's parent_org_id field, and any organization-level custom properties are translated to Pipedrive custom fields using the account's hash-key mapping.

Real Intelligence

Deal / Opportunity

maps to

Pipedrive

Deal

1:1
Fully supported

Real Intelligence deals map to Pipedrive Deals. Each Deal links to a Person (primary contact) and an Organization (company). Pipeline and stage mapping is defined in the migration plan before data moves — Pipedrive pipelines must exist first, then deal records reference them by ID.

Real Intelligence

Pipeline

maps to

Pipedrive

Pipeline

1:1
Fully supported

Real Intelligence pipelines map 1:1 to Pipedrive Pipelines. Each Pipeline in Pipedrive contains ordered stages with probability weights that drive forecasting. Migration creates Pipelines in Pipedrive first, then maps deal records to the correct pipeline_id and stage_id during the deal migration step. Stage name values are reconciled against a pre-approved mapping reference to ensure consistent labeling.

Real Intelligence

Pipeline Stage

maps to

Pipedrive

Stage

1:1
Fully supported

Pipeline stage names map value-by-value from Real Intelligence to Pipedrive stages. Probability weights and forecast categories from Real Intelligence stage settings map to Pipedrive's stage probability field. If stage names differ, a mapping reference document is delivered before migration runs.

Real Intelligence

Activity: Call

maps to

Pipedrive

Activity (type: Call)

1:1
Fully supported

Real Intelligence call records migrate as Pipedrive Activities with type='Call'. Original call date/time, duration, outcome, and owner are preserved. Activities link to the associated Person and/or Deal by ID. If the Person or Deal is not yet migrated, the activity is held in a staging queue until the linked record exists.

Real Intelligence

Activity: Email

maps to

Pipedrive

Activity (type: Email)

1:1
Fully supported

Real Intelligence email records migrate as Pipedrive Activities with type='Email'. Subject line, body content (plain text), timestamp, and owner transfer. Any file attachments are stored separately as linked Files using the same API method. Pipedrive's email sync (available on Advanced+ plans) can be enabled post-migration to track ongoing emails natively, and inbound/outbound sync can be configured per user mailbox.

Real Intelligence

Activity: Meeting / Note

maps to

Pipedrive

Activity (type: Meeting) / Note

1:1
Fully supported

Real Intelligence meeting records migrate as Pipedrive Activities with type='Meeting'. Meeting subject, start/end time, location, and attendees transfer. Real Intelligence notes migrate as Pipedrive Notes, which attach to Person or Deal records. Rich-text formatting is converted to Pipedrive's note format.

Real Intelligence

Custom Property

maps to

Pipedrive

Custom Field (hash-keyed)

1:1
Fully supported

Every Real Intelligence custom property requires a corresponding custom field in Pipedrive. Pipedrive generates a unique 40-character hash key for each custom field at creation time — this key is used in the API for data import. Migration plan lists each custom property name, its Pipedrive field type, and its hash key so import scripts reference the correct field.

Real Intelligence

Attachment / File

maps to

Pipedrive

File Attachment

1:1
Fully supported

Real Intelligence file attachments on contacts, companies, or deals re-upload to Pipedrive's file storage attached to the corresponding Person, Organization, or Deal record. File size limits apply (25MB per file in Pipedrive). Files are downloaded from Real Intelligence and re-uploaded via Pipedrive API with the record ID and type specified.

Real Intelligence

User / Owner

maps to

Pipedrive

User

1:1
Fully supported

Real Intelligence owners resolve to Pipedrive users by email address. If a Real Intelligence owner email matches a Pipedrive user email, the deal or contact owner_id maps directly. Unmatched owners are flagged in a pre-migration report — teams either create Pipedrive user accounts for them or assign their records to a designated fallback owner.

Real Intelligence

Workflow / Automation

maps to

Pipedrive

Automation (must be rebuilt)

1:1
Fully supported

Real Intelligence workflows, sequences, and automation rules do not migrate. They are Real Intelligence's proprietary logic definitions. We export workflow definitions as a JSON reference document that your Pipedrive admin can use to rebuild equivalent automations in Pipedrive's Workflow Automation tool (available on Advanced+ plans) or an external platform like Zapier or Make.

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.

Real Intelligence logo

Real Intelligence gotchas

High

Salesforce dependency is a hard prerequisite for any Real Intelligence product

High

Custom CAD floor plan files require separate binary migration

Medium

Real Bots AI voice agent state is not exportable

Medium

MyQR app QR codes are tied to vendor infrastructure

Low

Real Events QR scanner integration requires Salesforce mobile app or vendor-issued device

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 custom fields use hash keys, not field names

    Pipedrive generates a 40-character hash key for each custom field at the time it is created in an account. This hash is the field identifier used in the API for both reading and writing data. Migration scripts must reference this hash key, not the human-readable field name. If a Pipedrive account does not have the custom field created yet, the hash key does not exist — so Pipedrive custom fields must be created before the migration import runs, and the hash keys must be documented in the field mapping reference. This adds a planning step that teams migrating from systems with named custom fields (like Real Intelligence) often overlook.

  • Activity timeline requires post-migration re-linkage

    Real Intelligence stores activities (calls, emails, meetings, notes) with a direct relationship to the parent contact or deal record. Pipedrive uses a unified Activity object that links to Person and Deal records by ID. When migration imports activities before all Person and Deal records have landed in Pipedrive, the activity-person and activity-deal relationships are not established. We hold activity records in a staging queue until linked Person and Deal records exist, then update the relationships in a second pass. This two-pass approach ensures the Pipedrive activity feed is complete and correctly linked — but it requires the migration plan to sequence Organizations and People before Deals and Activities.

  • Pipedrive token-based rate limits affect bulk migration throughput

    Pipedrive introduced token-based API rate limits in December 2024. These limits cap the number of API calls per token per unit of time, which directly affects how quickly bulk data can be imported. Large Real Intelligence exports (200,000+ records) may need to be batched into smaller chunks with retry logic to handle rate limit responses (HTTP 429). This adds engineering complexity to the migration pipeline and may extend the migration clock time beyond what a simple record-count estimate would suggest. We implement exponential backoff and chunked processing to handle Pipedrive's rate limit responses gracefully.

  • Real Intelligence workflows and sequences do not transfer to Pipedrive

    Real Intelligence workflow definitions, sequences, and automation rules are proprietary logic that exists only in the source account. Pipedrive has its own automation engine (Workflow Automation) and its own Sequences feature — but these are separate systems with different triggers, conditions, and actions. The migration carries data only; automation logic must be rebuilt. We export Real Intelligence workflow definitions as a JSON reference document that your Pipedrive admin can use as a rebuild guide, but the rebuild itself is a separate project that requires Pipedrive admin access and Pipedrive plan features (Advanced tier or above for Workflow Automation). This is a disclosed scope boundary, not a data loss risk.

  • Pipedrive's Lead object is separate from Person — qualification routing required

    Real Intelligence typically uses a single contact/person record for both unqualified leads and qualified prospects. Pipedrive separates these into a Lead object (for new, unqualified prospects) and a Person object (for qualified contacts already in the sales process). If Real Intelligence records contain a status or qualification field that distinguishes leads from customers, we use that value to route records to the correct Pipedrive object. Unqualified records land as Leads; qualified records land as People. If Real Intelligence does not have a clear qualification field, all contact records default to Pipedrive People, which is the safer choice for preserving data completeness.

Migration approach

Six steps for a successful Real Intelligence to Pipedrive data migration

  1. Audit Real Intelligence data and document the field map

    FlitStack AI exports a complete schema inventory from Real Intelligence: all standard fields, all custom properties, all pipelines and stages, and all activity types. We cross-reference this against Pipedrive's standard field names and create a custom field creation plan for every Real Intelligence custom property. The output is a field mapping reference document listing each source field, its Pipedrive destination (or 'create custom field'), and the Pipedrive hash key once fields are created. Pipedrive's custom fields must be created before migration data lands so hash keys exist for import scripts to reference.

  2. Create Pipedrive pipelines and custom fields

    Based on the field map, your Pipedrive admin (or FlitStack AI) creates the Pipedrive Pipelines and Stages that correspond to Real Intelligence pipelines and stages. Each Pipeline requires ordered Stages with probability weights. Custom fields are created on Person, Organization, and Deal objects, and the resulting hash keys are added to the migration mapping reference. This step must complete before the data import step because Pipedrive's API uses hash keys as field identifiers — they cannot be referenced in the API until they exist in the account.

  3. Resolve owners and stage activities in dependency order

    FlitStack AI resolves Real Intelligence owner email addresses against Pipedrive user accounts. Unmatched owners are flagged in a pre-migration report with the option to create Pipedrive user accounts or assign their records to a fallback owner. Activity records (calls, emails, meetings, notes) are held in a staging queue until their linked Person and Deal records exist in Pipedrive. The migration sequences: Organizations first, then People/Leads, then Deals, then Activities in a second pass once linked records have IDs. This ordering ensures foreign key relationships are established correctly.

  4. Run sample migration with field-level diff

    A representative sample (typically 100–500 records spanning People, Organizations, Deals, and Activities) migrates first. FlitStack AI generates a field-level diff showing the source value, the mapped Pipedrive field, and the destination value for every field. This allows you to verify custom field mapping, stage mapping, owner resolution, and activity linkage before the full migration commits. Any mapping corrections are made to the migration plan, and the sample can be re-run to validate fixes.

  5. Execute full migration with delta-pickup and audit log

    The full migration runs against Pipedrive's API with chunked processing and retry logic to handle rate limit responses. A delta-pickup window (typically 24–48 hours) captures any Real Intelligence records created or modified during the cutover window. Every operation is logged in an audit trail. If reconciliation identifies missing or mismatched records, one-click rollback reverts the Pipedrive data to the pre-migration state. Post-migration validation checks record counts, custom field completeness, and activity linkage on a sample of records before sign-off.

Platform deep dives

Context on both ends of the pair

Real Intelligence logo

Real Intelligence

Source

Strengths

  • Salesforce ISV/OEM model leverages existing Salesforce identity, security, and reporting.
  • Multi-product family covers property, event, product, and AI voice capabilities under one vendor.
  • Native CAD floor plan integration via Real Floorplan is unusual in Salesforce ISV ecosystem.
  • Strong reference customers (Columbia University, Coldwell Banker, Intero, Alain Pinel).
  • Four-region presence (Silicon Valley, Las Vegas, London, Japan) supports global rollouts.

Weaknesses

  • Hard Salesforce dependency restricts addressable market to existing Salesforce customers.
  • No public pricing on realintelligence.com or AppExchange — all quotes require sales contact.
  • Smaller scale versus top Salesforce ISVs means thinner partner ecosystem outside vendor cities.
  • Newer Real Bots voice AI product has less maturity than property/event modules.
  • Layered licensing (Salesforce + Real Intelligence) creates procurement complexity.
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 Real Intelligence 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

    Real Intelligence: Inherits Salesforce API governor limits — typically 15,000 API calls per 24h for Enterprise Edition (varies by edition and add-on licensing)..

  • Data volume sensitivity

    A

    Real Intelligence exposes a bulk API — large-volume migrations stream efficiently.

Estimator

Estimate your Real Intelligence 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 Real Intelligence to Pipedrive data migrations

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

Can't find your answer?

Walk through your Real Intelligence to Pipedrive migration with a real engineer — 30 minutes, free, written quote within 24 hours.

Book a free 30 minute consultation

Most Real Intelligence to Pipedrive migrations complete in 2–4 days of clock time for under 50,000 total records. Complex setups with 200,000+ records, 50+ custom properties, and multiple pipelines extend to 2–4 weeks. The longest planning step is creating Pipedrive custom fields and documenting their hash keys before data can import. Pipedrive's API rate limiting may also require chunked batch processing for large exports, which adds to clock time.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Real Intelligence.
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