HRMS migration

Migrate from Team Engine to BambooHR

Field-level mapping, validation, and rollback between Team Engine and BambooHR. We move data and schema; workflows are rebuilt natively in BambooHR.

Team Engine logo

Team Engine

Source

BambooHR

Destination

BambooHR logo

Compatibility

80%

8 of 10

objects map 1:1 between Team Engine and BambooHR.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

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.

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

Team Engine logo

Team Engine

What's pushing teams away

  • Messaging organization becomes unwieldy at scale—threads are hard to manage and bulk messaging is limited, frustrating HR teams trying to reach large crews quickly.
  • Platform is purpose-built for hiring and communication; teams that need deeper HRMS features like compensation history, benefits enrollment, or org charting quickly outgrow it.
  • G2 reviews consistently flag reporting and filtering limitations—custom views and tailored reports require workarounds that slow down data-driven decisions.

Choosing

BambooHR logo

BambooHR

What's pulling them in

  • Lowest friction entry point for SMBs moving off spreadsheets — intuitive interface means most teams are functional within days, not weeks.
  • Consolidation value: BambooHR merges ATS, onboarding, HR records, time-off, and payroll into a single pane of glass that employees never need to leave.
  • Volume discounts applied automatically by headcount, so pricing scales predictably as the company grows without renewal negotiations.
  • BambooHR reports most customers go live in four to six weeks, making it a realistic commitment for under-resourced HR teams.
  • Award-winning Support Heroes cited frequently in reviews — responsive human support after implementation is a differentiator.

Object mapping

How Team Engine objects map to BambooHR

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

maps to

BambooHR

Job

1:1
Fully supported

Team 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

maps to

BambooHR

Candidate

1:1
Fully supported

Team 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

maps to

BambooHR

Employee

1:1
Fully supported

Team 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

maps to

BambooHR

Department or Custom Field

lossy
Fully supported

Team 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

maps to

BambooHR

Note or Employee File

1:1
Fully supported

Team 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

maps to

BambooHR

Employee Custom Fields (Referral Source + Referral Status)

lossy
Fully supported

Team 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

maps to

BambooHR

Employee Custom Fields or Document

1:1
Fully supported

Team 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

maps to

BambooHR

Employee Document or Custom Field

1:1
Fully supported

Team 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)

maps to

BambooHR

Employee Hire Record

1:1
Fully supported

For 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

maps to

BambooHR

Configuration Inventory (no data migration)

1:1
Fully supported

Team 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.

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.

Team Engine logo

Team Engine gotchas

High

Essential tier employee cap gates migration scope

Medium

Message threads do not map to standard employee records

Medium

Workflow triggers are configuration, not data

BambooHR logo

BambooHR gotchas

High

Undocumented API rate limits can trigger 503 errors

High

Per-employee pricing model requires active record count verification

Medium

API credentials must be sent on every request to avoid extra round trips

Medium

Custom field schema varies per account and requires manual inventory

Low

Document and attachment exports are not covered by standard report exports

Pair-specific challenges

  • Message threads are organized by phone number, not employee

    Team Engine stores SMS and WhatsApp message threads by contact phone number, not by the employee object. This means a thread may belong to an applicant who was never hired, a former employee who has been deactivated, or a crew member who has no full employee record. During migration, we match each thread's phone number against Team Engine's employee phone number field to resolve the correct BambooHR employee record. Threads without a matching employee go to a reconciliation queue for the customer to decide: create a stub employee record in BambooHR or exclude message history from migration scope. Skipping this step results in orphaned threads with no owner in the destination system.

  • Employee Groups use per-organization naming conventions

    Team Engine Employee Groups are entirely customizable by organization. A landscaping company may name groups by trade (Framing Crew, Finishing Crew) while a cleaning company uses shifts (AM Shift, PM Shift). When migrating to BambooHR, we map these to either Departments (which assume a standard org chart structure) or custom multi-select fields (which preserve the full group vocabulary but require setup). Groups with names that conflict with existing BambooHR Departments require renaming. We flag all group naming conflicts during scoping and resolve them with the customer's HR admin before any data moves.

  • Workflow triggers do not export as structured data

    Team Engine's automated triggered messages are stored as platform configuration settings, not as data records with a documented export path. BambooHR's workflow engine uses a different automation model with different trigger types, conditions, and actions. We do not migrate workflow triggers as code. We deliver a written configuration audit listing every active trigger in Team Engine with its name, trigger event, conditions, and action sequence. The customer's admin rebuilds these manually in BambooHR's Workflow builder or documents them for a BambooHR implementation partner. This is a manual post-migration step that should be scoped separately.

  • BambooHR requires a valid work email for employee self-service

    Team Engine is built for mobile workforces where employees may not have company email addresses, relying instead on phone numbers for communication. BambooHR's employee self-service portal (where employees view pay stubs, request time off, and update personal information) requires a valid email address to activate the employee login. We flag any employee records without a work email during scoping and recommend either that the customer collect a personal email for self-service purposes or accept that those employees will be managed by an HR admin rather than self-serve.

  • Team Engine Essential tier employee cap gates migration scope

    The Team Engine Essential tier caps at 50 employees. Companies that have expanded beyond this limit are on a higher pricing tier. During scoping, we confirm the target tier and validate that the total employee count fits within the plan limit before finalizing migration scope. Exceeding the cap during data extraction can result in truncated access to records or blocked onboarding of recent hires. We flag headcount versus tier fit during discovery to avoid surprises at cutover.

Migration approach

Six steps for a successful Team Engine to BambooHR data migration

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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

Context on both ends of the pair

Team Engine logo

Team Engine

Source

Strengths

  • Two-way SMS and WhatsApp communication without requiring crew members to install apps.
  • Multi-language support including Spanish out of the box—essential for mobile, multilingual workforces.
  • Automated onboarding and exit surveys reduce manual HR tasks for seasonal teams.
  • Referral tracking built into the platform encourages employee-driven recruiting.
  • Pricing includes full feature suite on one plan; scales by headcount, not by feature tier.

Weaknesses

  • Reporting and filtering customization are limited, frustrating data-driven HR teams.
  • Messaging organization is poor at scale—no bulk messaging and threads are hard to manage.
  • Not a full HRMS—lacks compensation history, benefits enrollment, performance reviews, and detailed org charting.
  • Custom fields are not well-documented in public-facing API references; mapping requires manual discovery.
  • Customer count is relatively small (57 G2 reviews), suggesting limited enterprise-grade maturity.
BambooHR logo

BambooHR

Destination

Strengths

  • Single platform consolidating ATS, onboarding, HR records, payroll, and time-off reduces system sprawl for SMBs.
  • Fast implementation — BambooHR reports four to six weeks from kickoff to go-live for most customers.
  • Per-employee pricing with automatic volume discounts makes cost predictable as headcount grows.
  • Strong customer support reputation (Support Heroes) cited consistently across G2, Capterra, and direct testimonials.
  • Well-documented API with UTF-8 encoding, clear field types, and HTTPS-only access.

Weaknesses

  • Mobile application is significantly limited compared to the desktop experience, frustrating remote and field workers.
  • Companies above 150–200 employees frequently outgrow the platform's feature depth and customization surface.
  • Limited advanced reporting and analytics compared to enterprise HR platforms — custom report building is the ceiling.
  • PTO and profile customization are pain points — non-standard accrual policies and complex org structures require workarounds.
  • Document management and attachment handling lack the granularity of dedicated document-centric HR systems.

Complexity grading

How hard is this migration?

Standard HRMS migration. 1 of 7 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 Team Engine and BambooHR.

  • Object compatibility

    B

    1 of 7 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

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

  • API constraints

    B

    Team Engine: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Team Engine to BambooHR 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 Team Engine to BambooHR data migrations

Answers to the questions buyers ask most during Team Engine to BambooHR migration scoping. Not seeing yours? Book a call.

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Most migrations land between three and five weeks for accounts under 200 employees with clean employee records and fewer than 1,000 applicant records. Migrations with large applicant pools, active Employee Groups requiring per-organization naming convention review, message thread reconciliation (matching phone-number-organized threads to employee records), or referral history mapped as structured records move to six to ten weeks because of the reconciliation and group mapping steps. The BambooHR implementation itself (account setup, module configuration, payroll activation) is a separate customer-led activity that typically runs in parallel.

Adjacent paths

Related migrations to explore

Ready when you are

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