Helpdesk migration

Migrate from Jelly to Zoho Desk

Field-level mapping, validation, and rollback between Jelly and Zoho Desk. We move data and schema; workflows are rebuilt natively in Zoho Desk.

Jelly logo

Jelly

Source

Zoho Desk

Destination

Zoho Desk logo

Compatibility

58%

7 of 12

objects map 1:1 between Jelly and Zoho Desk.

Complexity

CModerate

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Jelly to Zoho Desk is a two-model translation. Jelly is a flat shared-inbox platform built around Conversations and shared email addresses with no structured taxonomy for departments, requester profiles, or ticket fields. Zoho Desk is a full helpdesk built around Tickets organized into Departments with a requester Contact model, Agent permissions, and a structured field schema. The migration is constrained by Jelly's lack of a documented API, so we scope IMAP access upfront and pull conversations thread-by-thread. We map each shared address to a Zoho Desk Department, each Conversation to a Ticket, and each requester email to a Contact record. Tags and attachments require IMAP-level access; without it they are excluded from scope. We do not migrate Royal Jelly roadmap features as they have no stable schema. Workflows, automations, and the Slack integration in Royal Jelly do not migrate; we deliver a written inventory for the customer's admin to rebuild post-migration.

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

Jelly logo

Jelly

What's pushing teams away

  • Teams outgrow the narrow feature set and need multi-channel support, advanced automation rules, or a knowledge base that Jelly does not provide.
  • Royal Jelly's roadmap features (enhanced contacts, reporting, sent-mail sync) remain undelivered, pushing teams toward more mature platforms.
  • The lack of a documented API means teams with custom integration needs cannot connect Jelly to their existing tooling programmatically.
  • Small-team product risk: as a niche shared inbox, Jelly may lack the engineering investment to keep pace with security and compliance requirements.

Choosing

Zoho Desk logo

Zoho Desk

What's pulling them in

  • Deep Zoho ecosystem integration lets support data tie directly to CRM contacts, invoice records in Zoho Books, and custom apps built in Zoho Creator, providing a unified customer view without third-party middleware.
  • Pricing undercuts comparable platforms significantly: Enterprise at roughly $40 per agent per month versus Zendesk at comparable tiers, making it attractive for cost-sensitive teams scaling past 10 agents.
  • Blueprints and multi-level escalations allow teams to codify support workflows and enforce SLA routing automatically, reducing manual triage for mid-size support operations.
  • Multi-channel ticket ingestion unifies email, social media, live chat, and phone into a single queue view, giving agents one inbox without context-switching across channels.
  • The free tier up to 3 agents lets small teams validate the platform before committing, reducing financial risk for startups and micro-businesses evaluating help desk software.

Object mapping

How Jelly objects map to Zoho Desk

Each row shows how a Jelly object lands in Zoho Desk, including any object-level transformations, lookup resolution, or schema-design dependencies.

Typical mapping — final map is confirmed during the sample migration step.

Jelly

Shared Email Address

maps to

Zoho Desk

Department

lossy
Fully supported

Jelly's shared email addresses are the top-level container for all conversations. We map each Jelly shared address to a Zoho Desk Department. The Jelly tier limits teams to 3 addresses ($29/month); Royal Jelly removes the cap ($69/month). We confirm address count during scoping and create a Department in Zoho Desk for each address, preserving the address itself as the department's outgoing email alias. The Zoho Desk Department is the structural root for ticket routing, agent assignment scope, and SLA policy binding. Fields migrated: shared address email string becomes Department primaryEmail field; department display name derived from address local-part.

Jelly

Conversation

maps to

Zoho Desk

Ticket

1:1
Fully supported

Jelly conversations map directly to Zoho Desk tickets. Each conversation thread becomes one ticket with threaded comments. We map the conversation subject (first message subject line) to Zoho Desk ticket Subject; conversation state (open/closed) to ticket Status; first message timestamp to ticket Created Time; last message timestamp to ticket Modified Time. Jelly conversation assignments (single team member) map to Zoho Desk ticket Assigned To via the agent email lookup. Conversation metadata (Jelly inbox ID, original shared address) is preserved in custom fields jellyConversationId__c and jellySharedAddress__c. Required Zoho Desk fields: Subject (required), Department (required for department-scoped tickets), Status. Fields migrated: Subject, Description (first message body), Status, Priority, Due Date, Created Time, Modified Time, Assigned To (agent lookup).

Jelly

Conversation Thread

maps to

Zoho Desk

Ticket Thread

1:1
Fully supported

Jelly conversation message history (inbound and outbound replies) maps to Zoho Desk Ticket Threads. We preserve message authorship by mapping Jelly sender email to Zoho Desk thread Author (resolved against the Contact record), and message content to thread Content. Thread direction (inbound/outbound) is stored as a custom field threadDirection__c on the thread record because Zoho Desk threads do not have a native direction flag. Message timestamp maps to thread Created Time. Threads are inserted in chronological order. Fields migrated: Content (message body), Author (email resolved to Contact), Created Time, threadDirection__c (custom field for direction).

Jelly

Team Member

maps to

Zoho Desk

Agent

1:1
Fully supported

Jelly team members are identified by email and conversation assignment, with no formal user directory API. We extract all distinct email addresses from conversation assignments and conversation creator metadata, then resolve each against the Zoho Desk agent list. Matching is performed by email address. Any Jelly team member without a corresponding Zoho Desk agent is flagged for the customer's admin to provision before the agent assignment phase. Jelly's flat team model has no role or permission hierarchy, so we default migrated agents to the Support Agent role in Zoho Desk and note any role escalation requirements during scoping. Fields migrated: email (resolved to agentId), Full Name (from Jelly assignment display name), Role (default Support Agent).

Jelly

Conversation Assignment

maps to

Zoho Desk

Ticket Assigned To

1:1
Fully supported

Jelly conversations can be assigned to a single team member. We preserve this as the Zoho Desk ticket Assigned To field by resolving the Jelly assignee email against the migrated agent list. Jelly's flat inbox has no department-level routing rules, so we assign all migrated tickets to the Department derived from the conversation's shared email address during import. If a conversation was unassigned in Jelly, the ticket is created with Assigned To left null and is flagged for manual routing. Fields migrated: agent email lookup to ticket Assigned To; Department assignment from shared address.

Jelly

Conversation Status

maps to

Zoho Desk

Ticket Status

lossy
Fully supported

Jelly conversation states (Open, Snoozed, Closed) map to Zoho Desk ticket Status values. We create a custom Status mapping during migration scoping: Jelly Open maps to Zoho Desk Open, Jelly Snoozed maps to Snoozed (custom status if enabled), Jelly Closed maps to Resolved or Closed depending on Zoho Desk edition configuration. Status probability migration is not applicable because Jelly does not expose a probability model. Fields migrated: conversation status string to ticket Status picklist value.

Jelly

Requester Email

maps to

Zoho Desk

Contact

1:1
Fully supported

Jelly conversations do not create explicit contact records; the requester is identified by the inbound message sender email address. We extract distinct sender emails from all conversation messages and create Zoho Desk Contact records. Required Zoho Desk Contact fields are Last Name and Email; where Jelly provides only an email address with no display name, we derive Last Name from the email local-part. Duplicate contacts (same email appearing across multiple conversations) are deduplicated by email address during import. Accounts are created as generic Organization records (Contact AccountName derived from the email domain) to satisfy the Contact-to-Account lookup requirement. Fields migrated: email (required), Last Name (derived from email local-part when no display name available), phone (extracted from message signature if present).

Jelly

Tag

maps to

Zoho Desk

Tag

lossy
Fully supported

Jelly supports conversation tagging but does not expose tags via any documented API. We attempt to extract tags from IMAP headers (X-Label or IMAP flags) if IMAP access is scoped and the labels are set by Jelly. Where tags are not accessible via IMAP, they are excluded from migration scope and documented as a gap in the migration report. If IMAP labels are available, we create tags in Zoho Desk and associate them with the corresponding tickets via the tag association API. We cannot guarantee completeness of tag extraction; any tag derived from IMAP headers is flagged as IMAP-sourced in the delivery notes. Fields migrated (conditional): Tag Name (from IMAP label), Tag Association to ticket (via Zoho Desk tag API).

Jelly

Attachment

maps to

Zoho Desk

Attachment

lossy
Fully supported

Jelly surfaces email attachments inline within conversations but does not expose an attachment storage endpoint. We attempt to pull attachments from the underlying IMAP connection (via IMAP FETCH with the BODY[] flag) if IMAP access is scoped. Attachments are stored as Zoho Desk ticket Attachments linked to the corresponding ticket thread. Inline images referenced in message bodies are handled separately as ContentDocument records attached to the ticket. If IMAP does not expose attachment data, attachments are excluded from scope and documented as a gap. We assess IMAP attachment capability during scoping and include a note in the estimate if full attachment recovery is not achievable. Fields migrated (conditional): Attachment file name, MIME type, binary content, linked to ticket thread ID.

Jelly

Jelly Conversation Metadata

maps to

Zoho Desk

Custom Fields on Ticket

lossy
Fully supported

Jelly stores metadata that has no native Zoho Desk equivalent, including the conversation's originating shared email address, Jelly's internal conversation ID, and the IMAP UID of the source message. We create custom fields in Zoho Desk during schema setup to preserve this context: jellyConversationId__c (text) stores the Jelly conversation identifier; jellySharedAddress__c (email) stores the originating shared address; jellyImapUid__c (number) stores the IMAP message UID for reconciliation. Royal Jelly metadata (Slack channel notifications, Royal Jelly tier flags) is excluded because it is either a live integration bridge (Slack) or associated with an undelivered roadmap feature. Fields migrated: jellyConversationId__c, jellySharedAddress__c, jellyImapUid__c (custom fields created in Zoho Desk).

Jelly

Account

maps to

Zoho Desk

Account

1:1
Fully supported

Jelly has no explicit Account or Company object. We derive Account records from the requester email domain during Contact creation. Each unique email domain appearing across Contact records generates one Zoho Desk Account with the domain name as Account Name. Accounts are created before Contacts to satisfy the Contact-to-Account lookup. For accounts where the requester domain is a free email provider (gmail.com, yahoo.com), we create a generic Account named 'Individual Requesters' and attach all free-domain Contacts to it to avoid inflating Account count with single-contact records. Fields migrated: Account Name (derived from domain), Website (domain prefix with https://).

Jelly

Royal Jelly Roadmap Feature

maps to

Zoho Desk

None

1:1
Fully supported

Royal Jelly lists enhanced contacts, stats and reporting, and sent-mail sync as forthcoming features. These are not yet shipped with a stable API schema or user-facing object model. We explicitly exclude any data associated with these features from migration scope to avoid silently dropping data that does not yet exist in Jelly or has no migratable export path. The Royal Jelly Slack integration is a live notification bridge with no stored schema; it does not migrate. We document the exclusion of each roadmap feature in the migration scope letter and recommend the customer's admin evaluate Zoho Desk equivalents (Zoho Desk Analytics for reporting, Zoho CRM integration for enhanced contact management) post-migration. Fields migrated: None — Royal Jelly roadmap features excluded from scope until shipped.

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.

Jelly logo

Jelly gotchas

High

No documented API for data export

Medium

Per-address conversation cap on Jelly tier

Medium

Royal Jelly roadmap features are not shippable migration targets

High

Attachment export not accessible via API

Zoho Desk logo

Zoho Desk gotchas

High

Agent email identity determines comment ownership after migration

High

Blueprints and SLA policies do not export via API

Medium

File upload capped at 10GB per migration batch

Medium

Tier-gated export and migration capabilities

Low

Inbound migration is two-phase with a hard Phase 2 cutoff

Pair-specific challenges

  • Jelly has no documented API — IMAP access is the only export path

    Jelly publishes no public REST API, GraphQL endpoint, or bulk export feature. All outbound data extraction relies on IMAP access to connected mailboxes. We assess IMAP availability and capability during scoping. IMAP exposes message content and sender metadata, but tags, internal conversation assignments, and attachment storage may not be accessible depending on how Jelly implements its IMAP backend. We test IMAP label retrieval for tag extraction and IMAP FETCH for attachments before committing them to scope. If IMAP access is not available or is incomplete, we document the gaps in the scoping letter and scope the migration to what IMAP actually exposes.

  • Tags and internal conversation state require IMAP-level access

    Jelly's tagging system (conversation labels visible in the UI) is not exposed through any API endpoint. If Jelly stores tags as IMAP X-Label headers on the underlying messages, we can extract them. If Jelly stores tags internally without IMAP header exposure, tags are not recoverable through the current export path. Similarly, internal conversation assignments (which team member is handling a conversation) are Jelly UI state and may not appear in IMAP metadata. We test IMAP headers for both during scoping and flag tag and assignment gaps before migration begins. Customers who rely on Jelly's tag taxonomy for routing or reporting should evaluate whether the tag set can be recreated in Zoho Desk manually post-migration.

  • Royal Jelly roadmap features have no migratable schema

    Enhanced Contacts, Stats and Reporting, and Sent-Mail Sync are listed as forthcoming in Royal Jelly but have not been delivered. We treat any data associated with these features as out of scope because there is no stable API or schema to migrate from. The Royal Jelly Slack integration is a live notification bridge (Zapier-style event push) with no stored message history or configuration export path. We document the exclusion of all Royal Jelly roadmap features in the scoping letter and recommend that customers evaluate Zoho Desk equivalents (Zoho Desk Analytics, Zoho CRM integration) during the migration planning phase.

  • Jelly's flat inbox model requires department mapping decisions

    Jelly has no departments or multi-team structure — all team members see all conversations on all shared addresses. Zoho Desk uses Departments as the primary organizational unit for ticket routing, agent permissions, SLA binding, and reporting. We map each Jelly shared email address to a Zoho Desk Department, but this requires a decision from the customer: should all shared addresses map to a single department, or does the team want separate departments per address? If Jelly's team is using tags to separate work streams (e.g., support vs. billing tags on the same shared inbox), we recommend converting those tags into Zoho Desk departments or custom ticket fields rather than flattening them into one department. We surface this decision during scoping.

  • Zoho Desk API uses a credit-based rate limit system

    Zoho Desk's API uses a credit-based consumption model rather than a simple request-per-minute cap. Each API call type costs a different number of credits, and orgs receive a monthly credit allocation based on their Zoho Desk edition. During migration, we monitor credit consumption and implement batch chunking, exponential backoff, and request pacing to avoid exhausting the credit budget mid-migration. For large migrations (over 10,000 tickets), we recommend scheduling migration runs during off-peak hours to avoid competing with live agent API usage. We do not migrate Zoho Desk automations or Blueprint workflows as part of standard scope; these are inventoried separately for the customer's admin to configure post-migration.

Migration approach

Six steps for a successful Jelly to Zoho Desk data migration

  1. Scoping and IMAP access assessment

    We begin by confirming Jelly account access, identifying all shared email addresses in scope, and testing IMAP connectivity to each mailbox. We extract a sample of 50-100 conversations via IMAP to assess what metadata is actually available: thread content, sender emails, timestamps, labels (tags), and attachment availability via IMAP FETCH. We confirm the Jelly tier (Jelly at 3 addresses or Royal Jelly with unlimited) and verify that all team members have Zoho Desk agent accounts provisioned or are ready for provisioning. The scoping output is a written scope letter listing all shared addresses, estimated conversation count, confirmed IMAP data availability, tag extraction status, and a list of any gaps (missing IMAP access, unsupported tags, unattached attachments) that will be excluded from scope.

  2. Zoho Desk schema design and department mapping

    We design the Zoho Desk structure to receive the Jelly data. This includes creating a Department for each Jelly shared email address, configuring ticket status values to match Jelly's Open/Snoozed/Closed states, and creating custom fields (jellyConversationId__c, jellySharedAddress__c, jellyImapUid__c, threadDirection__c) to store Jelly-specific metadata. We configure required Zoho Desk fields: Contact Last Name (derived from email local-part for address-only senders), Account Name (derived from email domain), and Department on each ticket. We set up the Zoho Desk agent role and department permissions to match the Jelly flat-team model by default, with notes on any department-specific permission refinements the customer wants to implement post-migration.

  3. Sandbox migration and data reconciliation

    We run a full migration into a Zoho Desk sandbox (or a fresh Zoho Desk portal designated as the migration validation environment) using a representative sample of Jelly conversations. We verify ticket thread completeness, correct agent assignments, Contact deduplication, and the presence of any custom field values. Tag extraction is validated if IMAP labels are scoped. Attachment recovery is tested via IMAP FETCH. The customer's support operations lead reviews 25-50 random tickets against the source Jelly data and signs off the mapping before production migration begins. Any corrections to field mapping, status value configuration, or tag handling are applied here.

  4. Agent and account provisioning

    We extract all distinct team member email addresses from Jelly conversation assignments and verify that each has a corresponding Zoho Desk agent account. Any Jelly team member without a Zoho Desk agent is added to a provisioning queue for the customer's Zoho Desk admin. Accounts (Zoho Desk Account records) are generated from requester email domains during this phase, with a generic 'Individual Requesters' account created for all free-domain email addresses. Agent email-to-UserId mapping is finalized for use during ticket import. Migration cannot proceed past this step until all agent references in the data are resolvable.

  5. Production migration in dependency order

    We execute production migration in record-dependency order: Accounts first (derived from domains), then Contacts (linked to Accounts by domain), then Agents (resolved by email), then Tickets with full thread history (linked to Department, Contact, and Agent). Thread direction is stored in the custom threadDirection__c field. Tags are imported via Zoho Desk tag association API if IMAP label extraction was confirmed during scoping. Attachments are pulled via IMAP FETCH and attached to the corresponding ticket threads. We monitor Zoho Desk API credit consumption throughout and pace requests to avoid budget exhaustion. Each phase emits a row-count reconciliation report before the next phase begins.

  6. Cutover, validation, and rebuild handoff

    We freeze writes to the Jelly shared inboxes (or redirect mail routing to Zoho Desk) during cutover. We run a final delta pass to capture any conversations created or modified during the migration window. We deliver a Zoho Desk reconciliation report comparing Jelly source record counts to Zoho Desk destination record counts per object, with a gap list for any excluded tags, attachments, or conversations. We deliver the Royal Jelly integration and automation inventory document listing items requiring manual rebuild in Zoho Desk (Blueprint workflows, SLA policies, department routing rules). We support a one-week hypercare window for reconciliation issues. We do not rebuild Royal Jelly automations or Zoho Desk Blueprint workflows as part of standard migration scope; these are separate engagements.

Platform deep dives

Context on both ends of the pair

Jelly logo

Jelly

Source

Strengths

  • Flat-rate pricing with unlimited team members and unlimited conversations.
  • Minimal, focused feature set designed for shared email without multi-channel complexity.
  • Real human customer support — no chatbots, no tiered support gates.
  • Royal Jelly adds Slack integration and lifts the shared-address cap at a modest price increase.
  • Clean, opinionated UX built specifically for small-team email collaboration.

Weaknesses

  • No publicly documented API or bulk data export mechanism, making outbound migration difficult.
  • No knowledge base, no multi-channel support, no advanced automation — limits suitability to simple shared inbox use cases.
  • Royal Jelly's feature roadmap (stats, enhanced contacts, sent-mail sync) is not yet delivered.
  • Small-product risk: limited engineering team and no clear public roadmap cadence.
  • No third-party integrations beyond Slack (Royal Jelly), limiting ecosystem connectivity.
Zoho Desk logo

Zoho Desk

Destination

Strengths

  • Generous free tier for teams of up to 3 agents with no time limit, reducing financial risk for small support operations.
  • Per-agent flat pricing across tiers is significantly lower than Zendesk, Freshdesk, or Intercom at equivalent feature levels.
  • Tight integration with Zoho CRM, Zoho Books, and Zoho Creator provides a unified data ecosystem without third-party middleware.
  • Multi-channel ticket aggregation consolidates email, social, chat, and phone into a single queue view.
  • Assisted migration service handles the two-phase transfer process with Zoho's own migration team for inbound moves.

Weaknesses

  • The UI is frequently described as dated, clunky, and inconsistent across modules compared to modern SaaS competitors.
  • Advanced automation features including Blueprints, multi-brand, and live chat are tier-gated, limiting the free and Express plans to basic ticketing.
  • Non-Zoho integrations require custom Deluge scripting or external middleware, reducing flexibility for heterogeneous tech stacks.
  • Steep learning curve and complex customization options mean slower onboarding for new agents and ongoing training investment.
  • Export and migration capabilities are gated by plan tier, with data backup only available on higher plans.

Complexity grading

How hard is this migration?

Moderate Helpdesk migration. 1 of 7 objects need a manual workaround.

C

Overall complexity

Moderate migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Jelly and Zoho Desk.

  • Object compatibility

    D

    1 of 7 objects need a manual workaround.

  • Field mapping clarity

    C

    Field mapping is derived from defaults — final spec confirmed during the sample migration.

  • Timeline complexity

    B

    7-object category — typical timelines run 2–7 days end-to-end.

  • API constraints

    B

    Jelly: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Jelly to Zoho Desk 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 Jelly to Zoho Desk data migrations

Answers to the questions buyers ask most during Jelly to Zoho Desk migration scoping. Not seeing yours? Book a call.

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We migrate Jelly conversations to Zoho Desk tickets, shared email addresses to Zoho Desk departments, team members to agents, and requester emails to contact records. Conversation threads become ticket threads with direction stored in a custom field. Tags migrate only if IMAP access exposes them as X-Label headers; otherwise they are documented as excluded. Attachments migrate via IMAP FETCH where available. Royal Jelly roadmap features (enhanced contacts, stats, sent-mail sync) are excluded because they have no stable schema. The Slack integration is a live notification bridge with no migratable data and is excluded.

Adjacent paths

Related migrations to explore

Ready when you are

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