HRMS migration

Migrate from Factorial to BambooHR

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

Factorial logo

Factorial

Source

BambooHR

Destination

BambooHR logo

Compatibility

60%

6 of 10

objects map 1:1 between Factorial and BambooHR.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Factorial and BambooHR both serve small-to-mid-sized businesses with core HRMS functions, but they differ in payroll strategy, geographic focus, and data architecture. Factorial bundles payroll with country-locked legal entity configurations targeting Spanish and Latin American labor law; BambooHR outsources payroll to a separate product, which requires teams to recompute net-pay figures or connect a third-party payroll provider post-migration. The two platforms share a similar employee data model, making the core employee record migration straightforward, but absence accrual rules, custom fields, and document archives require active mapping work. We do not migrate approval workflows, document automation, or approval chains as code; we deliver a written inventory of every active workflow for the customer's admin to rebuild in BambooHR. Compensation history and time entry timestamps are fully portable; payroll run data (gross pay, deductions, net pay) is exported as structured records but requires recomputation in the destination's payroll logic.

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

Factorial logo

Factorial

What's pushing teams away

  • Payroll module is widely reported as the weakest part of the platform, with limited advanced payroll features and recurring issues that force customers to rely on external payroll tools.
  • Limited customization options for reporting, workflows, and advanced HR processes leave larger or more complex organizations with unmet needs.
  • Aggressive pricing increases and deprecation of previously core modules have frustrated long-term customers, creating a sense of vendor lock-in.
  • Advanced features available only on higher tiers push customers toward competitors when their organization outgrows the entry-level functionality.

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 Factorial objects map to BambooHR

Each row shows how a Factorial 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.

Factorial

Employee

maps to

BambooHR

Employee (core)

1:1
Fully supported

Factorial Employee records map directly to BambooHR Employee. We transfer name fields, contact information, employment status, hire date, job title, and department via lookup. Factorial's employment status values (active, inactive, on leave) map to BambooHR's status field. We discover all active custom employee fields during scoping by calling the employee endpoint and enumerate each one for mapping to BambooHR custom fields before production migration.

Factorial

Department and Cost Center

maps to

BambooHR

Location and Department (custom)

lossy
Fully supported

Factorial departments and cost centers with parent-child relationships map to BambooHR Locations as the primary organizational unit, with a custom department field added to Employee for multi-level hierarchies. We preserve the full organizational tree and flag any departments with no assigned employees for customer admin review.

Factorial

Absence Record

maps to

BambooHR

Time-Off (Policy and History)

1:1
Fully supported

Factorial absence types and approved records map to BambooHR time-off policies and time-off history. Accrual balances are preserved as snapshots at migration time, but BambooHR's accrual rules must be reconfigured to match the original Factorial accrual logic (monthly, yearly, or anniversary-based). Custom absence types discovered during scoping are mapped to BambooHR equivalents or flagged for policy creation.

Factorial

Document

maps to

BambooHR

Files (per Employee)

1:1
Fully supported

Factorial documents attached to employee records migrate as files on the corresponding BambooHR Employee. Factorial does not expose a bulk document export endpoint, so we paginate the documents list via API and download each file individually. We flag document-heavy migrations (over 500 files per account) during scoping and set timeline expectations accordingly. BambooHR applies per-file size limits that we verify against the source archive during discovery.

Factorial

Compensation History

maps to

BambooHR

Employment Info (Pay) and custom fields

1:many
Mapping required

Factorial stores historical salary changes, bonuses, and equity grants as effective-dated compensation records on each Employee. We migrate these as separate entries on the BambooHR Employee Employment Info tab for current pay, with any additional historical compensation entries stored as custom date-stamped fields or a migration-specific notes field. Effective dates are preserved to maintain the full compensation timeline.

Factorial

Time Entry

maps to

BambooHR

Time Tracking (Time Cards)

1:1
Fully supported

Factorial clock-in/out records and timesheets with timestamps, hours, and project or cost-center tags migrate to BambooHR time tracking as individual entries in chronological order. Original timestamps are preserved. Factorial project and cost-center tags that have no BambooHR equivalent are stored in a custom field for admin reference. Large time-entry archives (over 50,000 records) require batch processing with reconciliation by employee and date range.

Factorial

Contract

maps to

BambooHR

Employment Info

1:1
Fully supported

Factorial employment contracts including contract type, working hours, probation period, and legal entity reference map to the BambooHR Employment Info tab. Country-specific legal clauses and mandatory fields that do not map directly to BambooHR standard fields are stored in custom fields or the contract notes section. The customer admin should verify all country-specific contract fields after migration against local labor requirements.

Factorial

Custom Fields (Employee)

maps to

BambooHR

Custom Fields

lossy
Fully supported

Factorial custom fields on Employee, Contract, and Document objects are discovered during scoping by calling the relevant endpoints. We map each Factorial custom field to a BambooHR custom field of the matching type (text, number, date, dropdown, checkbox). Fields with no direct BambooHR equivalent are flagged in the mapping document for the customer admin to review and resolve before production migration.

Factorial

Workflow and Approval

maps to

BambooHR

N/A (documentation only)

1:1
Fully supported

Approval chains for time-off, expenses, and documents are defined as Factorial workflow objects with no export representation. BambooHR uses custom approval workflows with a different configuration model. We do not migrate workflows as code. We document the active Factorial workflow structure (trigger, conditions, approvers, actions) during discovery and deliver it as a written map so the customer admin can rebuild approvals in BambooHR's workflow configuration.

Factorial

Payroll Run

maps to

BambooHR

N/A (compensation record only)

lossy
Fully supported

Factorial payroll runs are tied to the country legal entity and include gross salary, deductions, supplements, overtime, and net pay. We export payroll data as structured compensation records with gross amounts and deduction codes preserved. Net pay calculations, tax withholding, and social security contributions must be recomputed in BambooHR's payroll logic or in the third-party payroll provider the customer selects post-migration. Payroll data is not imported as paid payroll runs in BambooHR.

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.

Factorial logo

Factorial gotchas

High

No public bulk export API for documents

Medium

Custom fields are not discoverable via a schema endpoint

Medium

Payroll data is country-locked to the legal entity

Low

Workflow automation does not export

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

  • Factorial has no bulk document download API

    Factorial does not expose a bulk endpoint for document retrieval. We paginate the documents list via the API and download each file individually, which can be slow for large archives exceeding several hundred documents per account. We flag document-heavy migrations during scoping, estimate transfer time based on file count and average size, and set expectations for timeline impact before discovery begins.

  • Custom fields are not discoverable via a schema endpoint

    Factorial allows per-customer custom field creation on Employee, Contract, and Document objects but does not publish a metadata API. We enumerate active custom fields during scoping by calling the employee and contract endpoints directly, which adds a discovery step before mapping can be finalized. BambooHR custom fields must be created manually by the admin, so the discovered Factorial fields are handed off as a pre-migration field creation checklist.

  • Payroll data is country-locked to the legal entity

    Factorial payroll runs are associated with a specific legal entity and country configuration. When migrating out, we export payroll data as structured records with gross compensation amounts and deduction codes, but net-pay calculations, tax withholding rules, and social security contributions require recomputation in BambooHR's payroll product or the customer's chosen third-party payroll provider. We flag this clearly in the compensation migration deliverable.

  • Time-off accrual rules do not migrate between platforms

    Factorial absence accrual rules (accrual frequency, carry-forward limits, negative balance allowance) are stored as platform-specific settings with no export representation. We preserve absence balances as snapshots at migration time, but BambooHR accrual rules must be reconfigured from scratch by the customer admin. Custom absence types that have no BambooHR equivalent are flagged for policy creation or consolidation during the pre-migration review.

Migration approach

Six steps for a successful Factorial to BambooHR data migration

  1. Discovery and scoping

    We audit the source Factorial account across all active modules: employee records, departments, absence types and accrual rules, compensation history, time entries, and documents. We enumerate all custom fields by calling the employee and contract endpoints, document active workflows and approval chains, and identify the payroll legal entities in use. The discovery output is a written migration scope with object counts, custom field inventory, document volume estimate, and a recommendation on whether historical time entries require full migration or a reduced lookback window.

  2. Schema design and policy mapping

    We design the destination BambooHR configuration: employees with standard and custom fields created by the admin using our discovered field inventory, locations and department structure from the Factorial organizational hierarchy, time-off policies matched to Factorial absence types with accrual rules documented for manual recreation, and a custom migration field for any Factorial data that lacks a direct BambooHR home. Time-off accrual rules are not migrated as code; we deliver a policy-creation checklist for the BambooHR admin.

  3. Sandbox validation and reconciliation

    We run a full migration into a BambooHR test account using production-like data volume. The customer reconciles a sample of 25-50 employee records against Factorial source data, verifies department assignments, spot-checks time-off balance totals, and confirms document attachments. Any mapping corrections are made before production migration begins. BambooHR does not offer a native sandbox, so we use a temporary production environment or a separate test account configured identically to production.

  4. Employee and organizational structure migration

    We migrate employees in dependency order: organizational structure first (departments and locations), then employee core records with department and location lookups resolved. Each employee's hire date, employment status, job title, and custom field values transfer. We flag any employee record with missing required BambooHR fields for admin resolution before the next phase begins.

  5. Time-off, compensation, and time entry migration

    We transfer absence records as time-off history entries with types and dates preserved. Accrual balances are written as snapshot balances at migration time; BambooHR accrual rules start fresh post-migration. Compensation history migrates as effective-dated entries on each employee's Employment Info tab. Time entries migrate in chronological order with original timestamps, and any project or cost-center tags are stored in a custom field. Large time-entry archives are batched and reconciled by employee and date range.

  6. Document transfer and cutover

    We transfer documents per employee via individual API retrieval and upload. Document-heavy archives are processed in batches with reconciliation by employee to catch any missing files. We deliver a document index mapping each Factorial file to its BambooHR location. We then freeze Factorial write access during cutover, run a final delta migration of any records modified during the migration window, and enable BambooHR as the system of record.

  7. Validation, handoff, and workflow rebuild map

    We run a final reconciliation comparing total employee count, department assignments, time-off balance totals, and document file count between Factorial and BambooHR. We deliver the workflow and approval chain inventory to the customer admin for rebuild in BambooHR's custom approval configuration. We provide a one-week hypercare window for any record-level issues raised during the first days of BambooHR production use. Post-migration admin training, workflow rebuild, and third-party payroll integration setup are outside standard scope and are handled as separate engagements.

Platform deep dives

Context on both ends of the pair

Factorial logo

Factorial

Source

Strengths

  • Clean, intuitive UI that reduces onboarding friction for both administrators and employees across all modules.
  • Strong time-tracking and absence management with flexible accrual rules and clear employee self-service flows.
  • Modular pricing structure allows incremental adoption without paying for unused functionality upfront.
  • Built-in compliance features tuned to Spanish, Brazilian, and Mexican labor regulations reduce payroll risk.
  • Active product development with regular module additions including IT inventory and AI-assisted workflows.

Weaknesses

  • Limited advanced payroll features force many customers to maintain a separate payroll tool or export to third-party payroll processors.
  • Reporting and analytics are constrained by available templates with limited customization for complex HR queries.
  • API documentation is sparse and bulk export capabilities are absent, making programmatic data extraction difficult without FlitStack AI.
  • Payroll module quality lags behind the rest of the platform, creating a gap in the all-in-one promise.
  • Limited customization for workflows, approval rules, and advanced HR processes beyond the core employee lifecycle.
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. All 7 core objects map 1:1 between Factorial and BambooHR.

B

Overall complexity

Standard migration

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

  • Object compatibility

    A

    All 7 core objects map 1:1 between Factorial and BambooHR.

  • 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

    C

    Factorial: 200 requests per minute for POST requests per Factorial's published API docs. GET-side limits are not separately enumerated; we tune extraction concurrency conservatively against the customer's tenant during scoping..

  • Data volume sensitivity

    B

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

Estimator

Estimate your Factorial 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 Factorial to BambooHR data migrations

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

Can't find your answer?

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Most migrations land between two and four weeks for accounts with up to 300 employees, standard absence types, and no large document archive. Accounts with 300-1,000+ employees, extensive custom field configurations, multi-country legal entities, or historical time-entry archives exceeding 50,000 records extend to five to eight weeks because of the individual file download constraint for documents and the custom field discovery work required before mapping can begin.

Adjacent paths

Related migrations to explore

Ready when you are

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