CRM migration
Field-level mapping, validation, and rollback between Contlo and Freshsales. We move data and schema; workflows are rebuilt natively in Freshsales.
Contlo
Source
Freshsales
Destination
Compatibility
4 of 8
objects map 1:1 between Contlo and Freshsales.
Complexity
BStandard
Timeline
1-3 weeks
Overview
Moving from Contlo to Freshsales is a shift from an AI-native marketing automation platform to a unified CRM that combines sales pipeline management, communication, and AI-powered insights under one roof. Contlo organizes its data around Contact profiles and behavioral Segments; Freshsales uses the Lead-Contact-Account-Opportunity model common to CRMs. We extract Contlo Contacts as Freshsales Leads (for unqualified prospects) and Contacts (for qualified records), preserve Segment membership as tags on each record, and migrate campaign template content as Freshsales email templates. Contlo's Brand AI Model, Voice Agents, and automation branching logic do not transfer to Freshsales because they are platform-specific artifacts; we document them as rebuild items in the handoff package. Workflows, sequences, and engagement automations are not migrated as code; we deliver a written inventory for the customer's admin to rebuild in Freshsales.
Every standard and custom field arrives verified.
AI proposes the map; you confirm before any record moves.
Parent–child, lookups, and ownership stay linked.
Calls, emails, meetings — with original timestamps.
Documents, uploads, and inline notes move with the record.
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
Each row shows how a Contlo object lands in Freshsales, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Contlo
Contact
Freshsales
Lead or Contact (split required)
1:manyContlo Contacts with no purchase history or engagement score below a threshold map to Freshsales Lead. Contacts with purchase history, active deal associations, or high engagement scores map to Freshsales Contact attached to an Account. We compute the split during scoping using Contlo's contact properties (purchase_total, lifecycle_stage, segment tags) and preserve the original segment membership in a custom tag field for audit. Freshsales' lead conversion process creates an Account and Contact from the Lead when the record is qualified.
Contlo
Segment
Freshsales
Tags or Custom Field
1:1Contlo Segments are behavioral groupings used to target automations. We preserve segment membership as tags on each migrated Lead or Contact record using Freshsales' native tag feature. Segment rules (AND/OR logic, filter conditions) are documented as a written segment inventory for the customer's admin to recreate using Freshsales' filter views and dynamic lists. Segment rules do not translate to Freshsales automation triggers because the behavioral trigger model differs between platforms.
Contlo
Campaign (Email/SMS)
Freshsales
Email Template + Campaign
1:1Contlo campaign templates migrate to Freshsales Email Templates with subject, body content, and sender settings preserved. Campaign metadata (send date, audience size, campaign type) migrates as a Freshsales Campaign record with the audience populated from the migrated Contacts matching the original segment criteria. Delivery logs and open/click event counts from Contlo are stored as a CSV export linked to the Freshsales Campaign for historical reference.
Contlo
Custom Property
Freshsales
Custom Field (Lead/Contact/Account/Deal)
1:1Contlo custom fields on Contacts and Segments map to Freshsales custom fields. We use Freshsales' custom field API to provision equivalent fields before migration, matching field types (text, number, date, dropdown) to Freshsales field types. Multi-select properties map to Freshsales multi-select picklists. Custom field data migrates directly if a Freshsales equivalent exists, or is stored as a JSON blob in a notes field if no direct type mapping is available.
Contlo
Analytics / Event History
Freshsales
Note + Custom Object
lossyContlo event-level data (opens, clicks, conversions, engagement timestamps) is exported as a time-series dataset and linked to migrated Contact records via a custom engagement_history__c field. For high-volume event history (over 50,000 records), we create a custom object (EngagementEvent__c) with lookup to Contact to preserve the full timeline without exceeding Freshsales standard object storage limits. This data supports historical reporting in Freshsales analytics.
Contlo
Brand AI Model Configuration
Freshsales
Not Migrated
1:1Contlo's brand-owned generative AI Model is a platform-specific artifact built from brand content and training data. It cannot be exported or transferred to Freshsales. We document the model configuration parameters (training data sources, content rules, AI Agent logic) in a written handoff document with recommended Freshsales AI equivalents (Freshsales Freddy AI for deal scoring and insights). The customer must re-train or re-create the AI model from scratch in Freshsales or a third-party AI tool.
Contlo
Automation (Journey Flows)
Freshsales
Workflow Documentation (rebuild required)
lossyContlo automation flows are extracted as structured JSON with trigger types, conditions, delay actions, and branching logic. We deliver a written automation inventory document that lists each active flow with its trigger, conditions, and action steps. Freshsales Workflow rules handle automation differently (record-triggered, field-update, task-creation), so each Contlo automation requires a manual rebuild. The inventory document maps each Contlo flow to a recommended Freshsales Workflow configuration for the customer's admin to implement.
Contlo
Voice Agent
Freshsales
Freshsales Caller (rebuild required)
lossyContlo Voice Agents are AI-driven phone agents built from Contlo's library with routing logic and voice settings. We extract the agent configuration (intent mappings, response templates, routing rules) as structured data. Freshsales' built-in Caller functionality and Freshchat integration can replace some voice capabilities, but the AI-driven conversational model requires a separate rebuild. We document the Voice Agent setup as a rebuild guide and flag any Freshsales add-ons (Freshdesk Freshcaller, Freshchat) needed for equivalent functionality.
| Contlo | Freshsales | Compatibility | |
|---|---|---|---|
| Contact | Lead or Contact (split required)1:many | Fully supported | |
| Segment | Tags or Custom Field1:1 | Fully supported | |
| Campaign (Email/SMS) | Email Template + Campaign1:1 | Fully supported | |
| Custom Property | Custom Field (Lead/Contact/Account/Deal)1:1 | Fully supported | |
| Analytics / Event History | Note + Custom Objectlossy | Mapping required | |
| Brand AI Model Configuration | Not Migrated1:1 | Not supported | |
| Automation (Journey Flows) | Workflow Documentation (rebuild required)lossy | Fully supported | |
| Voice Agent | Freshsales Caller (rebuild required)lossy | Fully supported |
Gotchas + challenges
Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.
Contlo gotchas
Free tier enforces 'Powered by Contlo' branding
Contact volume limits are tier-gated
Brand AI Model is non-portable
Automation branching logic may not translate 1:1
Freshsales gotchas
Freddy AI is Pro-tier only despite heavy marketing
Post-migration emails and sequences are disabled
Bot session credits are a one-time 500-session allocation
Phone credits charged per minute with no cap
File storage limits scale with plan tier
Pair-specific challenges
Migration approach
Discovery and data audit
We audit the source Contlo account across contacts, segments, campaigns, custom properties, automations, Voice Agent configurations, and engagement event volume. We cross-check the total contact count against the customer's current Contlo plan limit and surface any overage. We identify the segment logic, campaign template count, and automation inventory that requires documentation or rebuild. The discovery output is a written migration scope that lists every object, its record count, and its destination in Freshsales.
Freshsales schema provisioning
We create the Freshsales custom field schema before any data import. This includes custom fields on Lead, Contact, Account, and Deal objects mapped from Contlo custom properties, with field types matched to Freshsales supported types. We create any custom objects required for high-volume engagement history. Tags are provisioned as a Freshsales-native feature requiring no schema work. The custom field schema is validated in a Freshsales trial or sandbox before production migration begins.
Contact migration with segment preservation
We run the contact migration in two passes. The first pass classifies each Contlo Contact as a Freshsales Lead or Contact using the split rule agreed in scoping (purchase history, engagement score, lifecycle stage). The second pass applies segment membership as Freshsales tags on each record. We resolve any missing parent Account references by creating Account records from Contlo Company data where available. Owner resolution matches Contlo owner email to Freshsales User email.
Campaign and template migration
Contlo campaign templates migrate to Freshsales Email Templates with subject, HTML body, and plain-text versions preserved. Campaign records are created in Freshsales with audience membership derived from the migrated Contacts that match the original segment criteria. Engagement event history (opens, clicks, conversions) is exported from Contlo as a structured CSV and loaded into a custom engagement_history__c field or a custom EngagementEvent__c object depending on volume.
Automation inventory and rebuild handoff
We extract every active Contlo automation as structured JSON documenting the trigger, conditions, delays, and action steps. We deliver a written automation inventory that lists each flow with its configuration and a recommended Freshsales Workflow equivalent. We do not rebuild automations in Freshsales as part of the migration scope. The customer uses the inventory to rebuild flows manually or engage a Freshsales partner. We flag any Freshsales add-ons (Freshcaller, Freshmarketer) that may be required for equivalent functionality.
Cutover and validation
We freeze Contlo writes during cutover, run a delta migration of any records modified during the migration window, then enable Freshsales as the system of record. We deliver a reconciliation report comparing record counts by object, a sample validation of 25-50 records against the source, and the automation inventory and integration handoff document. We support a one-week hypercare window to resolve any reconciliation issues. We do not rebuild automations, Voice Agents, or external integrations as part of the migration scope.
Platform deep dives
Contlo
Source
Strengths
Weaknesses
Freshsales
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 2 of 8 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Contlo and Freshsales.
Object compatibility
2 of 8 objects need a mapping; the rest are 1:1.
Field mapping clarity
Field mapping is derived from defaults — final spec confirmed during the sample migration.
Timeline complexity
8-object category — typical timelines run 2–7 days end-to-end.
API constraints
Contlo: Not publicly documented.
Data volume sensitivity
Contlo doesn't expose a bulk API — REST + parallelization used for high-volume runs.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
Pick a category, then your source and destination platforms.
Category
FAQ
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