HRMS migration
Field-level mapping, validation, and rollback between Team Engine and Zoho Recruit. We move data and schema; workflows are rebuilt natively in Zoho Recruit.
Team Engine
Source
Zoho Recruit
Destination
Compatibility
10 of 14
objects map 1:1 between Team Engine and Zoho Recruit.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Team Engine organizes its data around a hiring-plus-communication model for blue-collar workforces: Jobs and Applicants form the recruiting funnel, Employees track active crew members, and Message threads are stored by contact phone number rather than by employee record. Zoho Recruit is a full ATS with structured Candidate management, Job Opening records, Hiring Pipeline stages, and module-level customization including custom fields, picklists, and lookup relationships. Migrating from Team Engine to Zoho Recruit requires reconciling contacts who appear in message threads but never converted to employee status, mapping Team Engine's application status values to Zoho Recruit's pipeline stage names, and translating Employee Groups into Tags or custom picklist fields that align with Zoho Recruit's taxonomy. We do not migrate Workflow Triggers (automation configuration); we document them as a written inventory for the customer to rebuild in Zoho Recruit's Blueprint or workflow tools. The migration scope includes Jobs, Applicants, Employees, Employee Groups, Message history, Referral records, and Survey responses.
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 Team Engine object lands in Zoho Recruit, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Team Engine
Jobs
Zoho Recruit
Job Openings
1:1Team Engine Job records map directly to Zoho Recruit Job Openings. Job title, description, location, requirements, and posting status transfer as-is. Post-date and closing date migrate to the Zoho Recruit Opening Date and Target Date fields. We map Job status (active/paused/closed) to Zoho Recruit's Opening Status values. If Team Engine jobs have multiple locations or shift details encoded in the description field, we flag these for segmentation into separate Job Openings or custom fields during scoping.
Team Engine
Applicants
Zoho Recruit
Candidates
1:1Team Engine Applicant records map to Zoho Recruit Candidates. Fields transfer 1:1: First Name, Last Name, email, phone, application date, source, and status. Team Engine application status values (applied, screening, hired, rejected) map to Zoho Recruit Hiring Pipeline stage names that we configure before migration. Rejection reason migrates to a custom Candidate field. We flag any Applicant record missing a Last Name because Zoho Recruit requires Last Name as a mandatory field on Candidate.
Team Engine
Applicants
Zoho Recruit
Candidates (split by status)
1:manyTeam Engine Applicant records with status = 'hired' map to Zoho Recruit Candidates with Employee Conversion populated (Zoho Recruit's standard employee conversion field). Applicants still in pipeline (applied, screening, interview) map to Candidates without conversion. We apply this split during the data transform phase so that the customer's hiring team can immediately see which records represent active pipeline versus converted employees.
Team Engine
Employees
Zoho Recruit
Candidates (converted)
1:1Team Engine Employee records map to Zoho Recruit Candidates with employee-converted status. Name, contact details, hire date, and group membership transfer. Hire date migrates to the Zoho Recruit conversion date or a custom field te_hire_date__c for audit. We map Employee Group memberships to Tags in Zoho Recruit so that filtering by crew, shift, or trade works immediately post-migration without requiring custom field setup.
Team Engine
Employee Groups
Zoho Recruit
Tags or Custom Picklist Field
lossyTeam Engine Employee Groups use custom naming conventions per organization (role, shift, location, trade). We export group names and membership, then map them to Zoho Recruit Tags (preferred for flexibility) or a custom picklist field te_employee_group__c (if the customer prefers structured filtering). We flag any group name conflicts with existing Zoho Recruit picklist values during scoping. Group names with special characters are sanitized to Zoho Recruit's alphanumeric tag format.
Team Engine
Messages (SMS/WhatsApp)
Zoho Recruit
Tasks (Call subtype) or Notes
1:manyTeam Engine message threads are organized by contact phone number, not by employee record. Each thread maps to one or more Zoho Recruit Task records (subtype = Call for SMS/WhatsApp logs) attached to the corresponding Candidate record. We resolve the contact phone number to a Candidate by matching against the Candidate's phone and mobile fields. Unlinked contacts—applicants who were not hired or crew members without a full Candidate record—go to a reconciliation queue where the customer decides whether to create stub Candidate records or exclude message history.
Team Engine
Referrals
Zoho Recruit
Employee Referrals
1:1Team Engine Referral records track which Employee referred an Applicant and the referral status. Zoho Recruit has a native Employee Referrals module in Standard tier and above. We map the referring Employee (by email match to a converted Candidate) and the referred Applicant to the Zoho Recruit Referrer and Candidate lookup fields. If Zoho Recruit's Employee Referrals module is not active on the destination account, we map referral data to a custom field te_referral_source__c on the Candidate record.
Team Engine
Surveys (Onboarding/Exit)
Zoho Recruit
Custom Fields on Candidate
1:1Team Engine automated survey responses (onboarding and exit) store question-answer pairs per Employee. We extract response data and map it to custom fields on the Zoho Recruit Candidate record using a te_onboarding_response__c and te_exit_response__c naming convention, with individual questions stored as multi-line text or separate subfields depending on survey structure. Survey question definitions do not migrate; we document them in the configuration inventory for the customer to recreate as Zoho Recruit assessment forms or custom fields.
Team Engine
Job Requirements
Zoho Recruit
Job Opening Custom Fields
lossyTeam Engine job records may include requirements fields (certifications, physical requirements, language requirements) specific to blue-collar workforces. Zoho Recruit Job Openings support custom fields at the Professional tier and above. We create te_required_certifications__c, te_physical_requirements__c, and te_language_requirements__c custom fields on Job Opening before migration and populate them from Team Engine's job record.
Team Engine
Applicant Source
Zoho Recruit
Candidate Source field
1:1Team Engine Applicant records include a source field (Indeed, Indeed Apply, referral, walk-in, etc.). This maps directly to Zoho Recruit's Candidate Source picklist. We validate source values against Zoho Recruit's standard picklist during scoping and flag any custom source values for mapping to an existing picklist value or a new custom source field.
Team Engine
Users/Team Members
Zoho Recruit
Users (Zoho Recruit recruiters)
1:1Team Engine users who post jobs, screen applicants, and manage employees map to Zoho Recruit User accounts. We resolve users by email match. Any Team Engine user without a matching Zoho Recruit User account goes to a reconciliation queue for the customer's admin to provision before migration. Zoho Recruit roles (Standard, Professional, Enterprise) are assigned based on the customer's desired recruiter license tier.
Team Engine
Applicant Attachments
Zoho Recruit
Candidate Attachments
1:1Team Engine Applicant records may include resumes or supporting documents attached. Zoho Recruit Candidates support file attachments via the Attachments section. We migrate attachments as ContentDocument records linked to the Candidate. File type and name are preserved. Attachments are migrated after Candidate records are created so that the parent lookup is satisfied.
Team Engine
Notes on Applicants
Zoho Recruit
Notes on Candidates
1:1Team Engine may store internal notes on Applicant records. These map to Zoho Recruit Notes attached to the Candidate. Note body, author, and creation date migrate. If the Team Engine note author email does not match a Zoho Recruit User, we flag the note for manual author reassignment.
Team Engine
Interview Records
Zoho Recruit
Interviews
1:1If Team Engine stores interview scheduling data (interview date, interviewer, outcome), these map to Zoho Recruit Interview records linked to the Candidate. We resolve interviewer by email match to a Zoho Recruit User. Interview date and status transfer. If Team Engine interview notes are stored as separate engagement records, they migrate as Notes attached to the Interview or Candidate.
| Team Engine | Zoho Recruit | Compatibility | |
|---|---|---|---|
| Jobs | Job Openings1:1 | Fully supported | |
| Applicants | Candidates1:1 | Fully supported | |
| Applicants | Candidates (split by status)1:many | Fully supported | |
| Employees | Candidates (converted)1:1 | Mapping required | |
| Employee Groups | Tags or Custom Picklist Fieldlossy | Mapping required | |
| Messages (SMS/WhatsApp) | Tasks (Call subtype) or Notes1:many | Mapping required | |
| Referrals | Employee Referrals1:1 | Mapping required | |
| Surveys (Onboarding/Exit) | Custom Fields on Candidate1:1 | Mapping required | |
| Job Requirements | Job Opening Custom Fieldslossy | Fully supported | |
| Applicant Source | Candidate Source field1:1 | Fully supported | |
| Users/Team Members | Users (Zoho Recruit recruiters)1:1 | Fully supported | |
| Applicant Attachments | Candidate Attachments1:1 | Fully supported | |
| Notes on Applicants | Notes on Candidates1:1 | Fully supported | |
| Interview Records | Interviews1:1 | 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.
Team Engine gotchas
Essential tier employee cap gates migration scope
Message threads do not map to standard employee records
Workflow triggers are configuration, not data
Zoho Recruit gotchas
Daily API rate limits are tier-gated and per-user capped
User import hard cap of 2,000 records
Attachment folder hierarchy must be preserved exactly
Resume parsing quota varies by plan and resets daily
Custom fields unavailable in Free and Standard editions
Pair-specific challenges
Migration approach
Discovery and destination edition confirmation
We audit the Team Engine account across jobs, applicants, employees, employee groups, message thread volume, referral records, and active survey responses. We extract a full CSV export covering all modules and run a record-count reconciliation. We confirm the destination Zoho Recruit edition (Standard, Professional, or Enterprise) based on the need for custom fields, custom modules, and the Employee Referrals module. If Standard Edition is selected but the migration scope includes custom fields, we flag the edition mismatch before planning continues.
Contact reconciliation and unlinked thread review
We extract all unique phone numbers from Team Engine message threads and cross-reference them against Applicant and Employee records. We produce a reconciliation report identifying contacts that appear in threads but have no corresponding Applicant or Employee record. The customer reviews this report and decides whether to create stub Candidate records or exclude message history for those contacts. This decision gates the migration scope and must be resolved before record transformation begins.
Hiring Pipeline and field schema configuration
We configure Zoho Recruit's Hiring Pipeline with stage names that map to Team Engine's application status values. We create any required custom fields on Job Opening and Candidate (te_hire_date__c, te_employee_group__c, te_onboarding_response__c, te_exit_response__c, te_referral_source__c) at the Professional or Enterprise tier before any data import. If Tags are selected for Employee Group mapping, we create the tag taxonomy in Zoho Recruit. Schema configuration happens in a Zoho Recruit sandbox or staging environment first for validation.
Record transformation and dependency-ordered import
We run record transformation in dependency order: Users first (manual provisioning validated), then Job Openings, then Candidates (split by hired/applicant status), then converted Candidates from Employees, then Employee Group memberships mapped to Tags, then Referrals, then Survey responses as custom fields, then Interview records, then Notes, then Attachments. Each phase emits a row-count reconciliation report showing records processed, records succeeded, and records rejected with error reasons. Message threads transform to Task records (Call subtype) attached to the resolved Candidate.
Sandbox migration and customer sign-off
We run a full migration into the customer's Zoho Recruit sandbox environment to validate mapping accuracy. The customer's HR lead spot-checks 25-50 records across Jobs, Candidates, converted Employees, Referrals, and message history against the Team Engine source data. We correct any mapping errors identified during sandbox validation before proceeding to production migration.
Production cutover and Workflow rebuild handoff
We freeze Team Engine writes during cutover, run a final delta migration of any records created or modified during the migration window, then enable Zoho Recruit as the system of record. We deliver the Team Engine Workflow Triggers configuration audit log so the customer's admin can rebuild automation in Zoho Recruit Blueprint. We support a five-business-day hypercare window for reconciliation issues. We do not rebuild Team Engine Workflow Triggers as Zoho Recruit Blueprint workflows inside the migration scope.
Platform deep dives
Team Engine
Source
Strengths
Weaknesses
Zoho Recruit
Destination
Strengths
Weaknesses
Complexity grading
Standard HRMS migration. 2 of 7 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Team Engine and Zoho Recruit.
Object compatibility
2 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
Team Engine: Not publicly documented.
Data volume sensitivity
Team Engine 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
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