Helpdesk migration
Field-level mapping, validation, and rollback between Certainly and Zoho Desk. We move data and schema; workflows are rebuilt natively in Zoho Desk.
Certainly
Source
Zoho Desk
Destination
Compatibility
6 of 12
objects map 1:1 between Certainly and Zoho Desk.
Complexity
CModerate
Timeline
3-5 weeks
Overview
Moving from Certainly to Zoho Desk is a migration from a chatbot-focused conversational AI platform to a ticket-centric helpdesk that includes AI capabilities. Certainly organizes work around Conversational Flows, Intents, and Entities; Zoho Desk organizes around Tickets, Contacts, Accounts, and Departments with Zia AI for automated routing and responses. The core challenge is that Zoho Desk does not have a native conversational flow builder equivalent to Certainly's dialogue tree editor. We extract intent names, training utterances, entities, and response texts as structured reference data, map contact and account records to Zoho Desk's standard modules, and deliver a written inventory of every routing rule, handoff condition, and fallback policy that your team must rebuild as Zoho Desk Workflows and Blueprint stages. We do not migrate chatbot flows as executable code; we provide the documentation your admin needs to recreate them.
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 Certainly 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.
Certainly
Conversational Flow
Zoho Desk
Workflow + Blueprint (no 1:1 equivalent)
lossyCertainly Flows define dialogue trees with decision branches, handoff triggers, and fallback conditions. Zoho Desk does not have a visual chatbot flow builder. We extract the Flow structure as a JSON document that captures each node, its conditions, and its actions. Your admin uses this as a reference to rebuild equivalent routing logic in Zoho Desk Workflows (automated triggers) and Blueprint stages (guided ticket processes). We flag any conditional branching that requires Zoho Desk's multi-step workflow capabilities versus simple single-action rules.
Certainly
Intent
Zoho Desk
Zia Intent (archived reference data)
1:1Certainly Intents are trained NLU classifications with associated training utterances. Zoho Desk's Zia AI includes intent recognition but uses a different model and training interface. We export intent names, descriptions, and full utterance lists as structured reference files. Zia will need retraining with these utterances after migration. We flag this as a two- to four-week retraining period and note that accuracy will initially be lower than in Certainly before Zia is fully retrained on your conversation history.
Certainly
Entity
Zoho Desk
Custom Field (department-scoped)
1:1Certainly custom entities (slot types, regex patterns, value lists) map to Zoho Desk custom fields scoped to the relevant Department. Entity value lists become picklist or multi-select picklist fields; regex patterns require documentation for manual recreation as Zoho Desk validation rules. We preserve entity names, value synonyms, and pattern definitions in a reference export. Custom fields in Zoho Desk are department-specific, so entities used across multiple bot flows must be recreated in each department that will use them.
Certainly
Response Template
Zoho Desk
Macros
1:1Certainly response texts, rich message templates, and conditional response branches map directly to Zoho Desk Macros. We export the full response content including variable placeholders, attach the exported files to the migration package, and map them to Macros with matching names. Macro actions (field updates, notifications, assignments) map to Zoho Desk workflow actions. If responses use Certainly-specific personalization tokens, we document the Zoho Desk equivalent token syntax for your admin to update before activating.
Certainly
Zendesk Integration
Zoho Desk
Zoho Desk Configuration (no direct export)
lossyCertainly's Zendesk connector creates tickets from chatbot conversations, maps bot-extracted fields to Zendesk ticket fields, and handles handoff rules for escalation. Zoho Desk has no native Zendesk import connector; the integration must be rebuilt. We document the existing Zendesk connector settings during discovery, capture the field mappings, trigger conditions, and escalation rules, and deliver a configuration guide that your admin follows to set up Zoho Desk's workflow rules and any third-party Zendesk integration as a replacement. This is the highest-effort manual step in the migration.
Certainly
Contact (end-user)
Zoho Desk
Contact
1:1Certainly end-user profiles that interacted with the chatbot map to Zoho Desk Contact records. We preserve email, name, phone, and any custom properties as Contact fields. The ContactExtId from Certainly becomes a custom field on the Zoho Desk Contact for cross-reference. If Certainly tracked customer satisfaction scores or conversation summaries, these migrate as custom fields or as the first Ticket note for that contact.
Certainly
Agent
Zoho Desk
Agent
1:1Certainly Agents assigned to handle escalated conversations map to Zoho Desk Agents. We match by email address. If a Certainly Agent has no corresponding Zoho Desk user, we hold them in a reconciliation queue for your admin to provision before the migration phase that assigns ticket ownership. Agent team assignments in routing rules map to Zoho Desk Departments.
Certainly
Conversation Log
Zoho Desk
Ticket + Thread (archived)
1:manyHistorical chat transcripts from Certainly export as structured data with session IDs, timestamps, agent attribution, message content, and resolution status. Zoho Desk represents conversations as Tickets with Thread entries. We map the conversation log into Zoho Desk Tickets using the original session ID as an external reference. If the destination Zoho Desk account does not have a Service Cloud license required for full conversation thread display, we archive the conversation logs as JSON alongside the primary migration so historical data remains accessible. Thread direction (inbound/outbound) requires field-level mapping since Certainly and Zoho Desk use different conventions.
Certainly
Bot Configuration
Zoho Desk
Department + Layout
lossyCertainly's bot configurations (channel assignments, operating hours, language settings, greeting messages) map to Zoho Desk Department settings and Email Templates. We document each configuration option and its Zoho Desk equivalent location so your admin can set operating hours, department-specific SLAs, and auto-acknowledgment templates after migration. Bot on/off state requires a manual decision since Zoho Desk does not have a chatbot toggle.
Certainly
Analytics Snapshot
Zoho Desk
Archived Report (flat file)
1:1Certainly bot performance metrics, intent accuracy scores, conversation volume summaries, and resolution rate data export as structured reports. Zoho Desk analytics cover ticket metrics rather than chatbot metrics. We archive the analytics export as CSV/JSON files alongside the migration package. Your team uses these as baseline references for setting Zoho Desk SLA targets and reporting dashboards. We do not migrate analytics as live Zoho Desk reports; those require manual rebuild in Zoho Desk's reporting module.
Certainly
Fallback Policy
Zoho Desk
Workflow Rule (manual rebuild)
lossyCertainly's fallback policies govern what happens when no intent is matched (default response, escalation path, human handoff trigger). Zoho Desk handles this through Workflow rules triggered on ticket creation conditions. We document each fallback policy's conditions and actions and deliver a mapping table showing which Zoho Desk Workflow rule recreates each fallback behavior. This is a manual rebuild task for your admin; we provide the specification.
Certainly
Channel Configuration
Zoho Desk
Email, Social, Live Chat modules
lossyCertainly's multi-channel deployment (web chat, messaging, social) maps to Zoho Desk's respective channel modules. We document which channel is connected to each Certainly flow. Zoho Desk's Email, Facebook, Twitter/X, and Live Chat modules are enabled per-department. We deliver a channel-to-department mapping guide for your admin to configure the same channel reach in Zoho Desk that existed in Certainly.
| Certainly | Zoho Desk | Compatibility | |
|---|---|---|---|
| Conversational Flow | Workflow + Blueprint (no 1:1 equivalent)lossy | Fully supported | |
| Intent | Zia Intent (archived reference data)1:1 | Fully supported | |
| Entity | Custom Field (department-scoped)1:1 | Fully supported | |
| Response Template | Macros1:1 | Fully supported | |
| Zendesk Integration | Zoho Desk Configuration (no direct export)lossy | Fully supported | |
| Contact (end-user) | Contact1:1 | Fully supported | |
| Agent | Agent1:1 | Fully supported | |
| Conversation Log | Ticket + Thread (archived)1:many | Fully supported | |
| Bot Configuration | Department + Layoutlossy | Fully supported | |
| Analytics Snapshot | Archived Report (flat file)1:1 | Fully supported | |
| Fallback Policy | Workflow Rule (manual rebuild)lossy | Fully supported | |
| Channel Configuration | Email, Social, Live Chat moduleslossy | 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.
Certainly gotchas
Zendesk integration settings do not export automatically
Intent training data loses accuracy without NLU retraining
Conversation logs require schema mapping effort
Zoho Desk gotchas
Agent email identity determines comment ownership after migration
Blueprints and SLA policies do not export via API
File upload capped at 10GB per migration batch
Tier-gated export and migration capabilities
Inbound migration is two-phase with a hard Phase 2 cutoff
Pair-specific challenges
Migration approach
Discovery and bot audit
We extract a full export from Certainly covering all Conversational Flows, Intent definitions, training utterances, Entity value lists, Response Templates, Bot Configurations, and Zendesk integration settings. We also export historical conversation logs and analytics snapshots. During discovery calls, we document operating hours, channel assignments, routing rules, handoff conditions, and fallback policies. This output is a written Bot Migration Inventory that becomes the reference document for the Zoho Desk rebuild phase.
Contact, Account, and Agent record preparation
We extract end-user contacts and agent profiles from Certainly, clean and deduplicate the contact list, and prepare CSV files in Zoho Desk's required import format (Contacts_XX.csv and Agents_XX.csv). We resolve agent email matches against the target Zoho Desk user list and flag any agents without matching accounts for your admin to provision. Contact deduplication uses email as the primary key.
Conversation log mapping and archiving
We map historical chat transcripts from Certainly's session-based schema into Zoho Desk's Ticket-Thread structure. Each conversation session becomes a Ticket with Thread entries for each message. We preserve original timestamps, agent attribution, and resolution status. If the destination Zoho Desk account does not include Service Cloud licensing, we archive logs as JSON files alongside the import so historical data is not lost even if thread display is limited.
Response Template and Macro packaging
We export all Response Templates and rich message content from Certainly, attach them to the migration package, and map each to a corresponding Zoho Desk Macro. We document the variable token mapping between Certainly's personalization syntax and Zoho Desk's macro variable syntax so your admin can update placeholders before activating. Macro triggers (which Zoho Desk calls Workflow rules) are documented in the Bot Migration Inventory for manual recreation.
Bulk import into Zoho Desk
We import Contacts, Accounts, Agents, and Tickets in dependency order using Zoho Desk's native import tool with CSV files. We run field mapping validation before each import phase and reconcile record counts after each phase. Any import errors (missing required fields, invalid formats, duplicate detection) are logged and resolved before proceeding to the next module. Custom fields are created in Zoho Desk before the relevant import phase.
Bot Migration Inventory delivery and Zoho Desk rebuild handoff
We deliver the Bot Migration Inventory document, which includes: (1) JSON documentation of every Conversational Flow with node-by-node conditions and actions, (2) Intent and Entity reference exports for Zia retraining, (3) Zendesk integration configuration guide for rebuilding the connector in Zoho Desk, (4) Routing rule and fallback policy mapping tables with Zoho Desk Workflow equivalents, and (5) Channel-to-Department mapping guide. We support a one-week handoff window to answer admin questions during the Zoho Desk rebuild phase. We do not configure Zoho Desk Workflows or Blueprint stages as part of the standard migration scope.
Platform deep dives
Certainly
Source
Strengths
Weaknesses
Zoho Desk
Destination
Strengths
Weaknesses
Complexity grading
Moderate Helpdesk migration. 4 of 7 objects need a mapping; the rest are 1:1.
Overall complexity
Moderate migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Certainly and Zoho Desk.
Object compatibility
4 of 7 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
7-object category — typical timelines run 2–7 days end-to-end.
API constraints
Certainly: Not publicly documented.
Data volume sensitivity
Certainly 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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