CRM migration
Field-level mapping, validation, and rollback between Dialytica - Marketing Automation Platform and Freshsales. We move data and schema; workflows are rebuilt natively in Freshsales.
Dialytica - Marketing Automation Platform
Source
Freshsales
Destination
Compatibility
4 of 10
objects map 1:1 between Dialytica - Marketing Automation Platform and Freshsales.
Complexity
BStandard
Timeline
2-4 weeks
Overview
Moving from Dialytica to Freshsales is a shift from a call-center-focused outbound platform to a full CRM with built-in phone, email, and marketing automation. Dialytica stores Contacts, separate Call and SMS Campaigns, call logs with AI-evaluated metadata, QA scorecards, and SMS activity logs, but it lacks native CRM objects like Accounts, Deals, or pipeline stages. Freshsales provides those objects plus Custom Modules for any Dialytica data types that do not have a direct equivalent. The key migration challenge is that Dialytica does not publish a public API, so we must assess each account for export feasibility during discovery and fall back to structured CSV extraction where API access is unavailable. AI-generated campaign targeting rules are not exportable; we capture the outcome data (which contacts were assigned to which campaign) but the AI optimization logic does not transfer. SMS Templates migrate as text assets; QA Reviews and Call Records map to Freshsales Tasks with custom fields for disposition, score, and evaluation metadata.
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 Dialytica - Marketing Automation Platform 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.
Dialytica - Marketing Automation Platform
Contact
Freshsales
Contact
1:1Dialytica Contacts map 1:1 to Freshsales Contacts. The primary key is the contact's email address or phone number. We preserve Dialytica custom fields as Freshsales custom contact properties, which are configurable from the Growth tier onward. Campaign assignment history (which contacts were in which Call Campaign or SMS Campaign) migrates as a tagged activity log entry on each Contact so the full outreach history is visible in Freshsales's timeline without requiring a separate Campaign object.
Dialytica - Marketing Automation Platform
Campaign (Call)
Freshsales
Account or Sales Activity Tag
1:manyDialytica Call Campaigns have scheduling, targeting rules, script references, and agent assignments that do not have a direct Freshsales equivalent because Freshsales does not use a Campaign object for outbound calling in the same way. We map the campaign's contact list to Freshsales Contacts (tagged with the campaign name as a Contact property), and we document the campaign configuration (script text, schedule, targeting criteria) as a Note attached to a Sales Activity or as a custom Account-level record so the customer's admin can reference it during Freshsales workflow setup.
Dialytica - Marketing Automation Platform
Campaign (SMS)
Freshsales
Task (SMS activity)
lossyDialytica SMS Campaigns and SMS Campaigns are distinct objects. Freshsales logs SMS as Tasks with TaskSubtype = SMS (if Freshsales SMS is enabled) or as Activity Log entries on the Contact record. We map each SMS Campaign's contact list and message template to the corresponding Contacts in Freshsales, and the campaign's sending schedule is documented as a Note for the admin to rebuild as a Freshsales workflow or Freshmarketer sequence.
Dialytica - Marketing Automation Platform
Call Record
Freshsales
Task (Call subtype)
1:1Dialytica call logs include duration, disposition, agent assignment, timestamp, and AI-evaluated metadata (sentiment, score, or call quality flag). We map these to Freshsales Task records with TaskSubtype = Call, preserving CallDurationInSeconds, CallDisposition, and the original timestamp for timeline ordering. AI-generated metadata (Dialytica's LLM evaluation scores) migrates as custom Task fields where the Freshsales tier supports custom fields, or as a Note attached to the Task if custom fields are not available on the selected tier.
Dialytica - Marketing Automation Platform
QA Review
Freshsales
Custom Module (QA Review) or Task
lossyDialytica QA Reviews store supervisor scorecards tied to specific call records with structured criteria and free-text notes. Freshsales does not have a native QA Review object. We create a Custom Module (available from the Pro tier at ~$39/user/mo) with fields for the evaluated agent, the linked call Task, each scorecard criterion, the overall score, supervisor notes, and the review date. Custom Module creation happens during schema design in the Freshsales sandbox before production migration.
Dialytica - Marketing Automation Platform
SMS Activity
Freshsales
Task (SMS)
1:1Dialytica SMS Activities record individual message events with delivery status, timestamp, and phone number. We map these to Freshsales Tasks with SMS subtype where the Freshsales SMS channel is enabled, or as Activity Log entries linked to the Contact. Delivery status (sent, delivered, failed) migrates to a custom Task field or to the Activity Log body text. If the customer used Dialytica's campaign-scoped SMS tracking, we group related activities by campaign and tag them against the campaign-documented Note for context.
Dialytica - Marketing Automation Platform
User / Agent
Freshsales
User
1:1Dialytica Agent and User accounts export with roles, permissions, and active status. We map each Dialytica user to a Freshsales User by email match. Active status and user role are preserved as Freshsales User properties. Any Dialytica user referenced on a Call Record, QA Review, or SMS Activity without a matching Freshsales User is held in a reconciliation queue for the customer's admin to provision before record import resumes.
Dialytica - Marketing Automation Platform
SMS Template
Freshsales
Template or Note
lossyDialytica SMS Templates export with body text and merge field placeholders. We migrate template content as Freshsales Email Templates (with SMS body adapted to template format) if the customer uses Freshsales email sequences, or as Notes attached to a designated Template reference Contact or Account. Merge field structures are preserved as variable notation (such as {{first_name}} or {contact.first_name}}) and documented so the customer's admin can map them correctly in Freshsales workflow configuration.
Dialytica - Marketing Automation Platform
Script / Dial Plan
Freshsales
Note
lossyDialytica call scripts and dial plan logic define agent workflows during outbound calls. These are partially structured in Dialytica and may not expose branching conditions as exportable data. We extract script text and sequence order as a Note attached to the relevant Call Campaign reference record, preserving the content but flagging that branching conditions and dynamic routing logic cannot be replicated without manual rebuild in Freshsales's workflow builder.
Dialytica - Marketing Automation Platform
Payment
Freshsales
Custom Module (Payment) or Deal Product
lossyDialytica Payments track transaction records associated with campaigns or contacts, including amounts, statuses, and timestamps. Freshsales does not have a native Payments object. If the customer uses Freshsales Deals (Opportunities), Payments map to Line Items or Product entries on the relevant Opportunity. If the customer does not use Deals, we create a Custom Module (Pro tier) for Payment records linked to the Contact, with fields for amount, payment status, date, and associated campaign reference.
| Dialytica - Marketing Automation Platform | Freshsales | Compatibility | |
|---|---|---|---|
| Contact | Contact1:1 | Fully supported | |
| Campaign (Call) | Account or Sales Activity Tag1:many | Fully supported | |
| Campaign (SMS) | Task (SMS activity)lossy | Fully supported | |
| Call Record | Task (Call subtype)1:1 | Fully supported | |
| QA Review | Custom Module (QA Review) or Tasklossy | Fully supported | |
| SMS Activity | Task (SMS)1:1 | Fully supported | |
| User / Agent | User1:1 | Fully supported | |
| SMS Template | Template or Notelossy | Fully supported | |
| Script / Dial Plan | Notelossy | Fully supported | |
| Payment | Custom Module (Payment) or Deal Productlossy | 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.
Dialytica - Marketing Automation Platform gotchas
No publicly documented API endpoint reference
AI-generated campaign rules do not export cleanly
SMS and Call data are separate campaign objects
Single G2 review limits independent evaluation
Pricing not publicly published
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
Export feasibility assessment
We request Dialytica account access and evaluate available export options: admin panel bulk exports, CSV downloads per object (Contacts, Campaigns, Call Records, QA Reviews, SMS Activities, Users, Templates), and any API access the account's subscription tier may provide. We open a support ticket with Dialytica if needed to request a full data export. The output is a confirmed object inventory with row counts, a list of fields available per object, and an assessment of whether manual extraction or automated export is required for each object. This step sets the extraction timeline and determines whether fallback CSV extraction is needed.
Schema design and Freshsales tier confirmation
We confirm the destination Freshsales tier (Free, Growth, or Pro) based on the migration scope. If QA Reviews and Payments are in scope and require Custom Modules, we recommend Pro tier. We design the Freshsales schema: custom contact properties (mapped from Dialytica contact fields), Custom Modules for QA Reviews and Payments (Pro tier only), Account and Deal structures if the customer adopts Freshsales's full CRM model, and User provisioning for every Dialytica agent. Schema is validated in a Freshsales sandbox before production migration begins.
Contact and Account migration
We run a full Contact extraction from Dialytica (the primary object with the highest record count) and map it to Freshsales Contacts using email as the primary key. If the customer uses Dialytica campaign assignment data to build Account groupings or Deal associations in Freshsales, we create Accounts from Dialytica campaign lists and link the corresponding Contacts. Any Dialytica contacts without email addresses are mapped by phone number or flagged for manual review. Custom contact properties from Dialytica migrate as Freshsales custom fields.
Activity history migration (Call Records and SMS Activities)
Call Records and SMS Activities represent the highest-volume objects in most Dialytica migrations. We extract these in batches and map them to Freshsales Tasks with the appropriate subtype (Call or SMS). Each Task links to the parent Contact record resolved via email or phone lookup. Call disposition, duration, and timestamps are preserved. For AI-generated metadata from Dialytica's LLM evaluation, we create custom Task fields or attach a Note with the evaluation text. SMS delivery status is mapped to a custom Task field or Activity Log entry.
QA Reviews, Users, Templates, and remaining objects
We migrate Users and Agents by email match to Freshsales Users. SMS Templates migrate as Freshsales Email Templates or Notes. Scripts and Dial Plans migrate as Notes. QA Reviews migrate to a Custom Module (if Pro tier is confirmed) or to Notes attached to the relevant Call Task. Payments migrate to a Custom Module or as Deal Line Items if the customer adopts Freshsales Opportunities. Each object emits a row-count reconciliation report before we close the extraction phase.
Cutover, validation, and documentation handoff
We freeze writes to Dialytica during the cutover window, run a final delta migration of any records modified during the migration, and enable Freshsales as the system of record. We deliver a written campaign and automation inventory documenting every Dialytica Call Campaign, SMS Campaign, script, and AI targeting rule with a recommended Freshsales or Freshmarketer equivalent. We do not rebuild Dialytica automations, sequences, or AI optimization logic in Freshsales; that work is scoped separately for the customer's admin team. We provide a one-week post-go-live window for reconciliation issues.
Platform deep dives
Dialytica - Marketing Automation Platform
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 Dialytica - Marketing Automation Platform 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
Dialytica - Marketing Automation Platform: Not publicly documented.
Data volume sensitivity
Dialytica - Marketing Automation Platform 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.
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