CRM migration

Migrate from Dialytica - Marketing Automation Platform to Freshsales

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 logo

Dialytica - Marketing Automation Platform

Source

Freshsales

Destination

Freshsales logo

Compatibility

40%

4 of 10

objects map 1:1 between Dialytica - Marketing Automation Platform and Freshsales.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

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.

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

Dialytica - Marketing Automation Platform logo

Dialytica - Marketing Automation Platform

What's pushing teams away

  • Teams scaling beyond basic outbound dialing find the platform lacks advanced CRM features like pipeline management, account hierarchies, or robust contact scoring.
  • The narrow focus on call campaigns and QA means other marketing channels like email, web personalization, and multi-touch nurturing require separate platforms.
  • Limited integration ecosystem means Dialytica connections to popular CRMs, BI tools, or analytics platforms are fewer than what HubSpot or Marketo offer.
  • Teams with complex compliance needs for call recording, data residency, or call logging report that Dialytica's controls may not meet enterprise audit requirements.

Choosing

Freshsales logo

Freshsales

What's pulling them in

  • Lowest barrier to entry among major CRMs — the free tier supports up to 3 users and includes core CRM functionality before committing to per-seat pricing.
  • Built-in chat, email, and phone reduce reliance on third-party integrations for basic sales communication and contact management.
  • Freddy AI contact scoring and deal insights are included on Pro plans at a lower price than comparable HubSpot tiers.
  • Kanban pipeline views across Contacts, Accounts, and Deals provide visual deal management without requiring custom configuration.
  • Integration with the broader Freshworks ecosystem (Freshdesk, Freshchat, Freshservice) reduces tool sprawl for teams already using Freshworks.

Object mapping

How Dialytica - Marketing Automation Platform objects map to Freshsales

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

maps to

Freshsales

Contact

1:1
Fully supported

Dialytica 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)

maps to

Freshsales

Account or Sales Activity Tag

1:many
Fully supported

Dialytica 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)

maps to

Freshsales

Task (SMS activity)

lossy
Fully supported

Dialytica 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

maps to

Freshsales

Task (Call subtype)

1:1
Fully supported

Dialytica 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

maps to

Freshsales

Custom Module (QA Review) or Task

lossy
Fully supported

Dialytica 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

maps to

Freshsales

Task (SMS)

1:1
Fully supported

Dialytica 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

maps to

Freshsales

User

1:1
Fully supported

Dialytica 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

maps to

Freshsales

Template or Note

lossy
Fully supported

Dialytica 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

maps to

Freshsales

Note

lossy
Fully supported

Dialytica 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

maps to

Freshsales

Custom Module (Payment) or Deal Product

lossy
Fully supported

Dialytica 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.

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.

Dialytica - Marketing Automation Platform logo

Dialytica - Marketing Automation Platform gotchas

High

No publicly documented API endpoint reference

Medium

AI-generated campaign rules do not export cleanly

Medium

SMS and Call data are separate campaign objects

Low

Single G2 review limits independent evaluation

Medium

Pricing not publicly published

Freshsales logo

Freshsales gotchas

Medium

Freddy AI is Pro-tier only despite heavy marketing

High

Post-migration emails and sequences are disabled

Medium

Bot session credits are a one-time 500-session allocation

Medium

Phone credits charged per minute with no cap

Low

File storage limits scale with plan tier

Pair-specific challenges

  • No publicly documented API means export feasibility must be confirmed per account

    Dialytica does not publish API documentation or a developer reference. We cannot guarantee automated export capability during scoping and must evaluate each account's export options during discovery. Assessment covers whether the account has access to bulk data exports within Dialytica's admin panel, whether a private API endpoint exists for the account's subscription tier, and whether Dialytica support can generate a data export on request. Where automated API access is unavailable, we fall back to structured CSV extraction with manual data mapping. The customer must provide Dialytica account access and, if needed, a support ticket to Dialytica requesting a full data export. Migration timeline may extend by one to two weeks if manual export coordination is required.

  • AI-generated campaign targeting rules do not export and cannot replicate in Freshsales

    Dialytica uses internally developed LLMs to optimize campaign targeting, call routing, and agent assignment. These AI-driven rules are not stored as structured, exportable logic. We capture the outcome data — which contacts were assigned to which campaign and the campaign's performance metrics — but the AI optimization rules themselves do not transfer. In Freshsales, the customer configures contact segmentation and lead scoring through Freddy AI or manual rule building, which requires a different setup approach than the opaque LLM logic in Dialytica. We document the outcome-based assignments and flag which AI logic requires manual rebuild.

  • Call and SMS Campaigns are separate Dialytica objects but map to a single activity model in Freshsales

    Dialytica maintains Call Campaigns and SMS Campaigns as distinct objects with separate configurations, logs, and contact lists. Freshsales does not have separate campaign objects for outbound calling versus SMS. We stitch these together by mapping Call Campaign contact lists and SMS Campaign contact lists separately to Freshsales Contacts (tagged with the respective campaign name), and we document the full campaign configuration as a Note for the admin to reference during Freshsales workflow or Freshmarketer sequence setup. Cross-channel journeys that spanned both call and SMS in Dialytica must be redesigned as separate Freshsales and Freshmarketer workflows.

  • QA Reviews and Payments require Custom Modules not available on Freshsales Free or Growth tiers

    Dialytica's QA Review scorecards and Payment records have no direct equivalent in Freshsales's standard object model. Custom Modules are available from the Pro tier (~$39/user/mo). Migrations scoped to Freshsales Free or Growth tier cannot accommodate these objects without either upgrading to Pro or accepting that QA Reviews and Payments will be migrated as Notes or custom text fields on Contact records. We flag the tier requirement during discovery and include Custom Module creation in the schema design phase if the customer confirms a Pro-tier destination.

Migration approach

Six steps for a successful Dialytica - Marketing Automation Platform to Freshsales data migration

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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

Context on both ends of the pair

Dialytica - Marketing Automation Platform logo

Dialytica - Marketing Automation Platform

Source

Strengths

  • Combines outbound calling, SMS, and AI optimization in a single platform for call centers.
  • Fast campaign setup with users reporting call campaigns created in minutes.
  • Cost-effective positioning makes it accessible for small teams and startups.
  • Built-in QA Review module for supervisor evaluation of agent calls without third-party tools.
  • Internally developed LLMs power real-time call optimization and agent assistance.

Weaknesses

  • Limited integration ecosystem compared to major marketing automation platforms.
  • Narrow focus on outbound operations means no native multi-channel marketing or CRM pipeline management.
  • Very limited public documentation and no publicly documented API as of the research date.
  • Minimal review corpus makes independent evaluation difficult.
  • Small market presence means fewer third-party consultants and migration resources available.
Freshsales logo

Freshsales

Destination

Strengths

  • Generous free tier for small teams with core CRM functionality without per-seat costs.
  • All-in-one sales CRM with built-in telephony, chat, and email reducing third-party tool dependency.
  • Freddy AI contact scoring and deal predictions available on Pro tier.
  • Multiple pipeline views with Kanban and list options across all plans.

Weaknesses

  • Reports lack depth compared to competitors like HubSpot, with limited customization options.
  • Integration setup is poorly documented with no clear guides for connecting third-party tools.
  • AI features gated behind $39/user/month Pro tier despite marketing emphasis on Freddy AI.
  • Bot sessions limited to 500 one-time allocation with no monthly refresh.

Complexity grading

How hard is this migration?

Standard CRM migration. 2 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 Dialytica - Marketing Automation Platform and Freshsales.

  • Object compatibility

    B

    2 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

    Dialytica - Marketing Automation Platform: Not publicly documented.

  • Data volume sensitivity

    B

    Dialytica - Marketing Automation Platform doesn't expose a bulk API — REST + parallelization used for high-volume runs.

Estimator

Estimate your Dialytica - Marketing Automation Platform to Freshsales 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 Dialytica - Marketing Automation Platform to Freshsales data migrations

Answers to the questions buyers ask most during Dialytica - Marketing Automation Platform to Freshsales migration scoping. Not seeing yours? Book a call.

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Most migrations land between two and four weeks for accounts under 15,000 Contacts and two campaign types with straightforward export paths. Migrations requiring Custom Module creation (QA Reviews, Payments), large activity histories (over 200,000 call and SMS records), or manual CSV extraction to supplement unavailable API access move to five to eight weeks. The export feasibility assessment during discovery is the critical path item; if Dialytica can provide a bulk data export, the timeline compresses significantly.

Adjacent paths

Related migrations to explore

Ready when you are

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