HRMS migration

Migrate from Aotal to BambooHR

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

Aotal logo

Aotal

Source

BambooHR

Destination

BambooHR logo

Compatibility

55%

6 of 11

objects map 1:1 between Aotal and BambooHR.

Complexity

CModerate

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Aotal and BambooHR occupy different positions in the HRIS landscape. Aotal is a talent-management platform built for New Zealand businesses with deep recruitment, onboarding, performance, and learning modules. BambooHR is a US-founded HRIS targeting small and mid-market companies globally with employee records, onboarding checklists, time-off management, and optional ATS and performance add-ons. The structural gap between a talent-management data model and an HRIS data model means the migration requires careful object remapping: Aotal competency profiles and role histories have no direct BambooHR equivalent and land as custom fields, while Aotal learning records require a separate Learning Management System recommendation if the customer needs structured course and curriculum data post-migration. We sequence the load to respect BambooHR's dependency chain (Department before Employee, Employee before Performance Review), use BambooHR's field-request API model to pull only the fields present in the source export, and handle the ~100 req/min rate limit with exponential backoff. Workflows, onboarding workflows, and performance review cycles do not migrate as code; we deliver a written inventory for the customer's admin to rebuild in BambooHR's builder.

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

Aotal logo

Aotal

What's pushing teams away

  • No publicly listed pricing — pricing requires a sales quote, which is friction for small NZ businesses comparison-shopping against published per-employee SaaS plans.
  • Limited public review footprint compared to global HRIS players — minimal G2/Capterra reviews makes due diligence hard for procurement teams that rely on peer feedback.
  • Regional focus means organizations expanding beyond Australia/New Zealand often outgrow the platform and migrate to global vendors like Workday, SAP SuccessFactors, or BambooHR.
  • Two-product surface area (SnapHire ATS + Talent App Store) can be confusing — customers unsure which product covers a given function may end up duplicating capabilities or buying apps they do not need.
  • Lack of public API documentation makes building custom integrations harder than with platforms that publish OpenAPI specs.

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 Aotal objects map to BambooHR

Each row shows how a Aotal 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.

Aotal

Employee

maps to

BambooHR

Employee

1:1
Fully supported

Aotal employee records map to BambooHR Employee. The Aotal employee record contains personal data, employment dates, and job assignments. We map firstName, lastName, workEmail, hireDate, and terminationDate directly. Any Aotal custom employee fields migrate to BambooHR custom fields (referenced by field ID via GET /v1/meta/fields). BambooHR's field-request model means we must specify field IDs explicitly during migration rather than receiving all fields by default.

Aotal

Department

maps to

BambooHR

Department

1:1
Fully supported

Aotal Department records map to BambooHR Department. Department is the parent entity for Employee in BambooHR's org hierarchy. We load Departments first in the migration sequence so that the Department ID reference is satisfied when Employees are inserted. Aotal's multi-level department hierarchy (parent and child departments) maps to BambooHR's flat department structure with a parentDepartment field if the destination account supports it.

Aotal

Role

maps to

BambooHR

Job Title

lossy
Fully supported

Aotal Role records carry job title, effective start date, and end date for role history tracking. BambooHR does not natively store role history with effective dates. We map the current active role to the Employee's jobTitle field and preserve historical role assignments in a custom multi-value field or linked custom object if the customer requests full audit trail reconstruction. Effective-date sequencing is maintained by loading the most recent active role first.

Aotal

Competency Profile

maps to

BambooHR

Custom Fields

1:many
Fully supported

Aotal competency profiles (skill ratings, competency assessments, proficiency levels) have no direct BambooHR equivalent. We split the competency data: numeric ratings map to custom number fields on the Employee record; text-based competency names and descriptions map to custom text fields or a custom object with an Employee lookup. The customer chooses between in-record custom fields (simpler, fewer lookups) or a competency custom object (more scalable for complex matrices) during scoping.

Aotal

Performance Review Cycle

maps to

BambooHR

Performance (BambooHR Pro/Elite)

1:1
Fully supported

Aotal performance review cycles (goals, ratings, review dates, reviewer assignments) map to BambooHR Performance Management when the destination account includes the Performance add-on. Review status, rating scores, and feedback comments migrate as custom fields if the BambooHR Performance module is not included in the customer's plan. We preserve review dates as ActivityDate equivalents for audit ordering.

Aotal

Learning Record

maps to

BambooHR

External Reference or Custom Field

lossy
Fully supported

Aotal learning module records (courses completed, completion dates, curricula, certification dates) have no native BambooHR equivalent. We do not migrate the learning management system as a structured data model into BambooHR because it would require a custom object setup and ongoing maintenance. Instead, we export learning records as a structured CSV, recommend a dedicated LMS (such as BambooHR's integration partners or a standalone platform), and optionally store a completion flag or certification date as a custom field on the Employee record for quick reference.

Aotal

Onboarding Checklist

maps to

BambooHR

Onboarding (BambooHR Core)

lossy
Fully supported

Aotal onboarding workflow steps (documents to sign, tasks to complete, onboarding milestones) do not migrate as automated workflows. BambooHR Core includes a basic onboarding checklist builder. We deliver a written inventory of every Aotal onboarding step with its sequence, assignee, and completion criteria so that the customer's BambooHR admin rebuilds the checklist manually. This ensures the checklist reflects BambooHR's builder rather than a direct translation.

Aotal

Document (binary attachment)

maps to

BambooHR

Employee File Attachment

1:1
Fully supported

Aotal binary documents (employment contracts, signed agreements, offer letters) migrate as file attachments to the corresponding Employee record in BambooHR. We treat them as attachments-only because Aotal's internal document formats require case-by-case format review before any transformation. We flag any e-signature metadata (signing status, signer email, timestamp) as requiring a manual re-sign workflow in BambooHR's e-signature tool post-migration.

Aotal

Supervisor/Manager

maps to

BambooHR

Supervisor (Employee field)

1:1
Fully supported

Aotal supervisor assignments on employee records map to BambooHR's supervisor field, which is a lookup pointing to another Employee record. We resolve supervisor assignments by matching Aotal supervisor employee ID to the migrated BambooHR Employee ID. If a supervisor record has not yet been migrated (dependency ordering issue), we hold the supervisor assignment and resolve it in a second pass after all Employees are loaded.

Aotal

Location

maps to

BambooHR

Location

1:1
Fully supported

Aotal location data (office names, addresses, regional tags) maps to BambooHR Location. BambooHR uses Location as a lightweight org unit alongside Department. If Aotal stores multi-site data (which site an employee works at, remote vs office designation), we map it to the BambooHR Location field and note any Aotal regional groupings that do not have a direct BambooHR equivalent for manual consolidation.

Aotal

Employment History

maps to

BambooHR

Employment History (BambooHR Core)

lossy
Fully supported

Aotal employment history records (job title changes, department transfers, compensation adjustments with effective dates) do not migrate as a full audit log into BambooHR's employment history feature without a custom object setup. BambooHR Core provides basic employment status tracking (active, inactive, terminated). We map the current employment status directly; historical changes are preserved in a custom Employment_History__c object if the customer requires an audit trail, or noted as a reconciliation report for the HR admin to reference 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.

Aotal logo

Aotal gotchas

High

Data lives in multiple microservices across the Talent App Store

Medium

SnapHire ATS and Talent App Store are distinct products with different data shapes

Medium

Vendor-assisted extraction is likely required given no public API docs

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

  • Aotal competency and talent fields require custom field configuration in BambooHR

    Aotal's data model includes competency profiles, skill matrices, and proficiency ratings that are module-specific talent fields with no direct BambooHR standard equivalent. BambooHR's employee data model is HRIS-focused (personal info, job title, department, hire date). We migrate competency numeric scores to custom number fields on the Employee record and competency names to custom text fields, but this requires pre-creating the custom field schema in BambooHR before any data loads. If the destination BambooHR account does not have the Performance add-on enabled, the migration scope for competency data is limited to these custom field workarounds.

  • Learning module records cannot migrate as structured data into BambooHR's standard model

    Aotal's learning module stores courses completed, curricula, and certification dates as structured records. BambooHR has no native learning management system. We do not force-fit learning data into BambooHR employee records because it degrades data quality and creates maintenance issues. Instead, we export the learning records as a structured CSV and recommend a dedicated LMS integration partner from BambooHR's marketplace. If the customer requires a lightweight solution, we can store the most recent certification date as a custom field on the Employee record, but the full learning history requires a separate system.

  • BambooHR's field-request API model requires explicit field enumeration before migration

    BambooHR does not return all fields by default on employee records. We must call GET /v1/meta/fields to retrieve the available field IDs (including custom field IDs specific to each BambooHR account) and then include those field IDs explicitly in every API request. Custom field IDs vary per account, so we cannot hardcode them. We fetch the field schema at the start of every migration engagement, map Aotal fields to BambooHR field IDs, and use the Custom Report endpoint (POST /v1/reports/custom) for bulk exports with specific field selection.

  • Effective-date history on roles and departments requires sequencing discipline

    Aotal role histories and department assignments carry effective dates that define when each assignment was active. BambooHR's standard model stores current state only. We sequence the migration to load the most recent active role and department assignment first as the primary Employee fields, and hold historical assignments in a reconciliation queue. If the customer requires full role history audit trail, we build a custom Employment_History__c object with effective dates, but this adds configuration scope and must be decided before migration begins.

Migration approach

Six steps for a successful Aotal to BambooHR data migration

  1. Source audit and schema discovery

    We audit the Aotal tenant to enumerate all employee records, department structures, role histories, competency profiles, performance review cycles, learning module data, and file attachments. We identify custom talent fields (competency ratings, skill matrices) and module-specific configurations that do not have direct BambooHR equivalents. We also assess the volume of binary documents requiring attachment-only migration and flag any role history records with effective dates for the custom object decision. The discovery output is a written migration scope document with object counts, field-level mapping, and a recommendation on whether to use BambooHR custom fields or a custom object for competency and role history data.

  2. BambooHR schema pre-configuration

    Before any data loads, we create the BambooHR custom field schema by calling GET /v1/meta/fields to retrieve the existing field IDs and then adding new custom fields for Aotal talent data (competency ratings, skill names, role history dates). If the customer requests full role history audit trail, we design the Employment_History__c custom object with the required fields and relationships. We coordinate with the customer's BambooHR admin to provision the migration service account with API key authentication (HTTP Basic Auth) and verify read access to employee data before migration begins.

  3. Sandbox migration and reconciliation

    We run a full migration into a BambooHR test account (or the production account with a test subset) using a representative sample of employee records. The customer's HR lead spot-checks 25-50 randomly selected employees against the Aotal source for field accuracy, confirms that department assignments resolved correctly, and validates that supervisor lookups linked to the right employee records. Any field mapping corrections, custom field additions, or department consolidation decisions happen in this phase before production migration proceeds.

  4. Department and location load (phase 1)

    We load Aotal Department records into BambooHR Department, and Location records into BambooHR Location. These are loaded first because all Employee records have a required Department lookup. If Aotal has multi-level department hierarchies (parent and child), we flatten them into BambooHR's structure with the parentDepartment field set where supported. Locations are inserted after departments as a secondary org unit.

  5. Employee and supervisor resolution (phase 2)

    We load Aotal employee records into BambooHR Employee, mapping personal data, hire dates, termination dates, and job titles directly. Supervisor assignments are resolved by matching Aotal supervisor IDs to migrated BambooHR employee IDs. If a supervisor record has not yet been migrated (dependency ordering), we hold the supervisor assignment in a resolution queue and resolve it after all employees are loaded. Competency scores and skill ratings from Aotal populate the pre-created custom fields. Any binary documents are uploaded as Employee file attachments after the employee record is confirmed in BambooHR.

  6. Performance and learning data handoff (phase 3)

    We load Aotal performance review data into BambooHR Performance Management (if the customer's plan includes it) or into custom fields for review status and ratings. Learning module records are exported as a structured CSV with employee email, course name, completion date, and certification status. The customer receives the CSV and a written recommendation for LMS integration. We do not build a custom learning object in BambooHR as part of standard scope; if the customer requires it, it is a separate configuration engagement.

  7. Cutover, validation, and onboarding workflow inventory handoff

    We freeze Aotal write access during cutover, run a final delta migration of any records modified during the migration window, and confirm all employee records, department assignments, and file attachments are present in BambooHR. We deliver a written inventory of every Aotal onboarding workflow step with its sequence, assignee, and completion criteria for the customer's BambooHR admin to rebuild in the BambooHR onboarding checklist builder. We support a one-week hypercare window for reconciliation issues. We do not rebuild Aotal onboarding workflows as BambooHR workflows inside the migration scope.

Platform deep dives

Context on both ends of the pair

Aotal logo

Aotal

Source

Strengths

  • Local NZ-based vendor with regional support, valued by Aotearoa corporates
  • Microservices model in Talent App Store lets customers buy only the modules they need
  • Broad functional coverage across ATS, onboarding, performance, learning, payroll, time, analytics, benefits, and self-service
  • SnapHire ATS has a long track record in the NZ corporate recruiting market
  • Pre-integrated app architecture reduces typical HR-tech integration headache

Weaknesses

  • No published pricing — every quote is sales-led
  • Limited public review footprint and small community resources
  • Regional focus limits suitability for multi-region/multi-country employers
  • Two-product split (SnapHire + Talent App Store) can confuse buyers
  • Public API documentation is not indexed, complicating custom integration builds
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?

Moderate HRMS migration. 4 of 7 objects need a mapping; the rest are 1:1.

C

Overall complexity

Moderate migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Aotal and BambooHR.

  • Object compatibility

    C

    4 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

    Aotal: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Aotal 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 Aotal to BambooHR data migrations

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

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Most migrations land between three and five weeks for organizations under 200 employees with straightforward org structures and no learning module data to export. Migrations with competency matrices (requiring custom field schema design), multi-stage role histories with effective dates, large performance review archives, or learning record CSV exports move to six to ten weeks. The BambooHR API field schema discovery and custom field configuration happen during weeks one and two before any data loads begin.

Adjacent paths

Related migrations to explore

Ready when you are

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