HRMS migration
Field-level mapping, validation, and rollback between Team Engine and BambooHR. We move data and schema; workflows are rebuilt natively in BambooHR.
Team Engine
Source
BambooHR
Destination
Compatibility
8 of 10
objects map 1:1 between Team Engine and BambooHR.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Moving from Team Engine to BambooHR is a shift from a hiring-first, communication-centric platform to a full HRIS that handles employee records, payroll, benefits, and performance in one connected system. Team Engine organizes workforces around Jobs and communication threads; BambooHR organizes around Employees with associated time-off, compensation, and onboarding data. We resolve Team Engine's phone-number-based message organization by matching each thread to its employee record, map Employee Groups to Departments or custom fields accounting for per-organization naming conventions, and migrate referral history as structured BambooHR fields. Team Engine's automated workflow triggers are configuration, not data, and do not export as structured records, so we deliver a written configuration audit for the customer to rebuild in BambooHR's workflow engine post-migration.
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 BambooHR, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Team Engine
Job
BambooHR
Job
1:1Team Engine Jobs (title, description, location, requirements, posting status, post-date, closing date) map 1:1 to BambooHR Job. BambooHR's job posting includes fields for employment type, department, and location that we map from Team Engine's job requirements. Active versus closed status maps to BambooHR's open/closed job state. Post-date and closing date preserve as standard date fields in BambooHR's job posting date fields.
Team Engine
Applicant
BambooHR
Candidate
1:1Team Engine Applicant records (name, contact info, application date, status: applied/screening/hired/rejected, source, rejection reason) map to BambooHR Candidate records in the ATS. The applicant status pipeline in Team Engine (applied, screening, hired, rejected) maps to BambooHR's candidate status values. Application source and rejection reason migrate as custom fields on the BambooHR candidate record because BambooHR's standard ATS does not expose these as native fields. We flag any applicants in hired status for direct Employee record creation in the same migration pass.
Team Engine
Employee
BambooHR
Employee
1:1Team Engine Employee records (name, contact details, hire date, group membership) map 1:1 to BambooHR Employee records. BambooHR's employee record includes fields for job title, employment status, department, supervisor, and compensation that we populate from Team Engine where available. Hire date maps to BambooHR's hire date field. We flag any employees with missing or partial contact data for customer review before insert because BambooHR requires a valid work email for self-service activation.
Team Engine
Employee Group
BambooHR
Department or Custom Field
lossyTeam Engine Employee Groups organize employees by role, shift, location, or trade with custom naming conventions per organization. We map these to BambooHR Departments where the naming aligns (shift-based groups may map to BambooHR location or custom fields instead). Group names that conflict with existing BambooHR Department names require customer confirmation during scoping. We flag all group memberships as separate custom fields on the Employee record to preserve the full organizational context beyond what BambooHR's single-department assignment supports.
Team Engine
Message Thread
BambooHR
Note or Employee File
1:1Team Engine organizes SMS/WhatsApp conversations by contact phone number, not by the Employee object directly. We reconcile each message thread to its corresponding Team Engine Employee record by matching the contact phone number to the employee's phone number. Once matched, we create BambooHR Note records or Employee File attachments containing the thread content with timestamps. Unlinked contacts (applicants who were not hired, or crew members without a full employee record) are flagged for customer decision: create stub employee records or exclude message history from migration scope.
Team Engine
Referral
BambooHR
Employee Custom Fields (Referral Source + Referral Status)
lossyTeam Engine Referral records track which employee referred an applicant and the referral status. BambooHR does not have a native referral object, so we migrate referral source (referring employee name or ID) and referral status as structured custom fields on the BambooHR Employee record. We also attach referral context to the hired employee's record for retention and recognition use cases. The customer defines the custom field labels during scoping.
Team Engine
Onboarding Survey Response
BambooHR
Employee Custom Fields or Document
1:1Team Engine automated onboarding survey responses migrate as structured data. We map responses to BambooHR custom fields on the Employee record where the survey questions map to known fields (e.g., emergency contact, work authorization). For open-ended or narrative responses, we attach the response as a PDF document to the employee file. Survey questions themselves are not migratable as forms; we deliver a list of active survey questions for the customer to rebuild in BambooHR's onboarding workflow builder.
Team Engine
Exit Survey Response
BambooHR
Employee Document or Custom Field
1:1Team Engine exit survey responses migrate similarly to onboarding survey responses. We attach exit survey PDFs to the employee record for offboarding documentation. Structured exit data (departure reason, exit interview date) maps to custom fields on the inactive employee record. Exit survey question forms do not migrate as templates; we deliver a configuration inventory for rebuild in BambooHR's offboarding workflow.
Team Engine
Job Application (hired path)
BambooHR
Employee Hire Record
1:1For Team Engine Applicants who reached hired status, we create both a BambooHR Candidate record (for ATS audit trail) and a BambooHR Employee record in the same migration pass. The application date becomes the hire date on the employee record. The application source (referral, job board, direct) populates the referral source custom field on the employee record.
Team Engine
Workflow Trigger
BambooHR
Configuration Inventory (no data migration)
1:1Team Engine automated triggered messages (new hire alerts, milestone reminders, survey triggers) are stored as platform configuration, not data records. There is no documented export for these automation rules. We do not migrate workflow logic to BambooHR's workflow engine because the automation models differ. We deliver a written configuration audit log listing every active trigger with its name, trigger event, conditions, and actions, so the customer's admin can rebuild them manually in BambooHR's Workflow or custom workflow builder post-migration.
| Team Engine | BambooHR | Compatibility | |
|---|---|---|---|
| Job | Job1:1 | Fully supported | |
| Applicant | Candidate1:1 | Fully supported | |
| Employee | Employee1:1 | Fully supported | |
| Employee Group | Department or Custom Fieldlossy | Fully supported | |
| Message Thread | Note or Employee File1:1 | Fully supported | |
| Referral | Employee Custom Fields (Referral Source + Referral Status)lossy | Fully supported | |
| Onboarding Survey Response | Employee Custom Fields or Document1:1 | Fully supported | |
| Exit Survey Response | Employee Document or Custom Field1:1 | Fully supported | |
| Job Application (hired path) | Employee Hire Record1:1 | Fully supported | |
| Workflow Trigger | Configuration Inventory (no data migration)1:1 | 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
BambooHR gotchas
Undocumented API rate limits can trigger 503 errors
Per-employee pricing model requires active record count verification
API credentials must be sent on every request to avoid extra round trips
Custom field schema varies per account and requires manual inventory
Document and attachment exports are not covered by standard report exports
Pair-specific challenges
Migration approach
Discovery and headcount reconciliation
We audit the Team Engine account across current employee count, active jobs, applicant pipeline volume, Employee Group names and member counts, message thread volume per employee, referral records, and active survey responses. We pair this with a BambooHR edition recommendation: Essentials ($6/employee/mo) covers core HR records and standard reporting for organizations without active hiring; Advantage ($8/employee/mo) adds full ATS, custom reporting, and API access for integration-heavy migrations; Pro ($17/employee/mo) adds performance management for organizations that want 360 reviews and 1:1 tracking. The discovery output is a written migration scope with record counts per object, a list of Employee Group naming conventions to review, and a flag for any employees without work email addresses.
Message thread reconciliation and employee deduplication
We extract every Team Engine message thread and match it to an employee record by phone number. This produces a reconciliation report: threads matched to active employees (ready to migrate as Notes or Employee Files in BambooHR), threads matched to inactive employees (migrate as Notes on the inactive Employee record), and threads with no employee match (go to a decision queue for stub record creation or exclusion). We run the same deduplication pass on applicants to identify duplicate phone numbers or email addresses across Applicant and Employee records, flagging conflicts for the customer's HR admin to resolve before the applicant-to-employee mapping begins.
BambooHR schema setup and group mapping
We design the BambooHR destination schema based on the discovery findings. This includes configuring Department records to align with Team Engine Employee Group names where appropriate, setting up custom fields for referral source, referral status, and any Team Engine custom properties, creating employee status values that map to Team Engine's active/inactive/término states, and documenting which Team Engine group names require custom multi-select fields instead of Department assignments. We deploy the initial schema to a BambooHR sandbox for the customer's HR admin to review before production migration begins. Any BambooHR modules not yet active in the customer's account (ATS, Performance, Payroll) are noted as prerequisite configuration items outside migration scope.
Test migration and record reconciliation
We run a full test migration into the customer's BambooHR sandbox using production-equivalent data volume. The customer's HR lead reviews record counts (Employees in, Applicants in, Jobs in, Groups in, Notes in), spot-checks 20-30 records against the Team Engine source, and confirms that Employee Groups map to the correct Departments and custom fields. We also validate that the referral history appears as structured data on the correct employee records. Any mapping corrections, custom field additions, or group naming changes happen in this phase before production migration begins. The sandbox sign-off is a prerequisite gate for the production cutover.
Production migration in dependency order
We run production migration in record-dependency order: Jobs (no dependencies), Applicants (no dependencies), Employee Groups (no dependencies), Employees (with group membership resolved from the group mapping), Applicant-to-Employee conversion for hired applicants, Referral data as custom fields on Employee records, Message history as Notes or Employee Files attached to the correct employee, Survey responses as PDFs or custom fields, and finally any termination or inactive status records for employees who left during the migration window. Each phase emits a row-count reconciliation report before the next phase begins. We use BambooHR's API with rate-limit handling and exponential backoff for all inserts.
Cutover, validation, and workflow rebuild handoff
We freeze Team Engine as the system of record during cutover. Any employee changes made in Team Engine during the migration window are migrated as a final delta pass. We validate that all employee records in BambooHR have valid work email addresses for self-service activation, that all Department assignments reflect the correct Employee Group mapping, and that referral and survey data appears on the correct records. We deliver the workflow trigger configuration audit document to the customer's admin team. We support a 72-hour hypercare window where we resolve any data quality issues raised by the customer's HR team. We do not rebuild Team Engine workflow triggers as BambooHR workflows inside the migration scope; that work requires a separate scoping conversation with the customer's BambooHR admin.
Platform deep dives
Team Engine
Source
Strengths
Weaknesses
BambooHR
Destination
Strengths
Weaknesses
Complexity grading
Standard HRMS migration. 1 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 BambooHR.
Object compatibility
1 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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Category
FAQ
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