HRMS migration

Migrate from TRAFFIT to BambooHR

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

TRAFFIT logo

TRAFFIT

Source

BambooHR

Destination

BambooHR logo

Compatibility

92%

11 of 12

objects map 1:1 between TRAFFIT and BambooHR.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from TRAFFIT to BambooHR is an ATS-to-HRIS graduation, not a lateral platform switch. TRAFFIT is purpose-built for tech recruitment with pipeline stages, candidate talent pools, GDPR consent management, and per-user pricing. BambooHR is a full human resources information system that includes an ATS, payroll, time tracking, benefits administration, and performance management under one PEPM license. The migration requires resolving TRAFFIT's GDPR consent records (which live in a dedicated TRAFFIT object) against BambooHR's compliance attributes, flattening TRAFFIT's multi-stage recruitment pipelines into BambooHR's simpler job-application status model, and handling the fact that TRAFFIT's activity timeline is not exportable. We do not migrate recruitment automations, Zapier workflows, or webhook configurations. We deliver a written inventory of active automations for the customer's admin to rebuild inside BambooHR.

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

TRAFFIT logo

TRAFFIT

What's pushing teams away

  • The lack of a mobile app limits on-the-go recruitment tasks, frustrating teams that rely on mobile access for candidate communication and status updates.
  • Reports are described as difficult to read and incomplete by long-term users, pushing teams toward external BI tools for meaningful analytics.
  • Per-user pricing scales poorly for growing teams, with customers noting that adding more seats significantly increases monthly costs without proportional feature gains.
  • Job board multiposting is limited, requiring manual posting to each platform or paid integrations, which slows down high-volume hiring workflows.

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 TRAFFIT objects map to BambooHR

Each row shows how a TRAFFIT 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.

TRAFFIT

Jobs (Recruitments)

maps to

BambooHR

Jobs

1:1
Fully supported

TRAFFIT Jobs (called Recruitments) map to BambooHR Jobs. The TRAFFIT job name, description, department assignment, and hiring manager field transfer directly. TRAFFIT pipeline stages require flattening because BambooHR uses a simpler status model (Applied, Phone Interview, On-site Interview, Offer, Hired, Not Hired). We map each TRAFFIT stage to the closest BambooHR status and flag any stages that cannot be represented for manual resolution. Open and closed job status transfers directly.

TRAFFIT

Candidates

maps to

BambooHR

Employees (Job Application)

1:1
Fully supported

TRAFFIT Candidate records map to BambooHR Employees with an associated Job Application. Contact details (name, email, phone, address), resume file, and talent pool tags transfer to the BambooHR employee profile. TRAFFIT's candidate source attribution (referral, job board, direct) maps to BambooHR's Application Source field. Soft-deleted TRAFFIT candidates are excluded by default unless the customer requests inclusion; we verify against TRAFFIT's filtered-active-view during scoping.

TRAFFIT

Candidate Applications

maps to

BambooHR

Job Application

1:1
Fully supported

Each TRAFFIT application (Candidate-to-Job link with stage, source, and timestamp) maps to a BambooHR Job Application record attached to the corresponding Employee and Job. The application date and current stage status transfer. Historical stage-change timestamps are not preserved because TRAFFIT does not expose stage-history via API or XLS export.

TRAFFIT

Adverts

maps to

BambooHR

Jobs (publication metadata)

1:1
Mapping required

TRAFFIT Adverts (job listing records with publication dates and job-board distribution status) map to BambooHR Job records with publication metadata stored in a custom field group. The advert title, content, and publication date transfer; job-board distribution status maps to a custom multi-select picklist reflecting where the advert was posted.

TRAFFIT

Custom Fields

maps to

BambooHR

Custom Fields

1:1
Mapping required

TRAFFIT custom fields on Candidates, Jobs, and CRM Persons map to BambooHR Employee custom fields or Job custom fields depending on the parent object. Field type mapping requires validation: TRAFFIT text, number, date, and dropdown types map directly; checkbox and multi-select types require BambooHR's equivalent custom field type. We validate TRAFFIT field types against actual values during the data audit phase and flag any type-mismatch records. Field required flags are preserved where BambooHR supports required custom fields.

TRAFFIT

Tags and Talent Pool

maps to

BambooHR

Custom Fields (Labels)

lossy
Fully supported

TRAFFIT tags (used for candidate categorization and talent-pool segmentation) map to BambooHR custom label fields on the Employee record. We create a multi-select picklist or text-area field in BambooHR to hold tag names. The customer chooses between preserving all tags as individual values or consolidating into a talent-pool categorization during scoping.

TRAFFIT

Documents and Attachments

maps to

BambooHR

Employee Files

1:1
Mapping required

Resume files, cover letters, and uploaded attachments from TRAFFIT migrate as Employee Files in BambooHR. We export files with their original file names and attach them to the corresponding Employee record. File storage limits in BambooHR vary by plan tier; we verify the destination account's storage allocation during scoping and flag any volume concerns.

TRAFFIT

CRM Persons

maps to

BambooHR

Employees or Contacts

1:1
Mapping required

TRAFFIT CRM Persons (contacts outside the recruitment funnel) map to BambooHR Employee records if they are internal HR contacts, or to a custom contact management approach if the customer needs external contact storage. BambooHR does not have a distinct CRM Persons object; CRM Person records with custom fields are mapped to Employee records with a custom source field indicating their CRM origin.

TRAFFIT

Users and Hiring Managers

maps to

BambooHR

Employees

1:1
Fully supported

TRAFFIT user accounts (recruiters, admins) and free-tier Hiring Manager accounts map to BambooHR Employee records with user access. We export active user email, name, and role. TRAFFIT owner assignments on Candidates and Jobs resolve to the corresponding BambooHR Employee for reassignment in the destination system. Inactive TRAFFIT users are excluded unless the customer requests them as inactive BambooHR employees.

TRAFFIT

GDPR Consents

maps to

BambooHR

Compliance Attributes (custom fields)

1:1
Mapping required

TRAFFIT GDPR consent records (consent type, timestamp, and status) map to BambooHR custom fields on the Employee record. BambooHR does not have a native GDPR consent audit object, so we create custom date fields (consent_given_date, consent_type, consent_withdrawn_date) to preserve the compliance record. If the customer had the GDPR Assistant add-on with active anonymization policies, we verify during discovery whether any candidates were anonymized before migration and document any consent gaps.

TRAFFIT

Application Sources

maps to

BambooHR

Application Source (custom field)

1:1
Mapping required

TRAFFIT tracks where each application originated (job board, referral, direct, etc.) and this attribution data migrates to BambooHR's Application Source field or a custom source taxonomy field. Source labels are preserved as-is where they match BambooHR's built-in options; non-matching labels are mapped to a closest equivalent or stored as a custom text field.

TRAFFIT

Candidate Activities

maps to

BambooHR

N/A

1:1
Not supported

TRAFFIT candidate activities (calls logged, notes added, stage-change events, internal comments) are stored in TRAFFIT's internal event system and are not exposed via API or XLS export. We do not migrate activity timelines. This is explicitly documented during scoping. If the customer requires activity history, they must export manually from TRAFFIT before the migration window begins and handle it separately as a manual record.

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.

TRAFFIT logo

TRAFFIT gotchas

High

Extended API requires a paid add-on

High

Activity history is not exportable

Medium

Soft-deleted candidates may inflate export scope

Medium

GDPR Assistant add-on affects consent data handling

Low

Custom field type changes require re-mapping

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

  • Candidate activity history is not exportable from TRAFFIT

    TRAFFIT stores candidate interaction records (calls logged, notes, stage-change events, internal comments) in its internal event system. Neither the TRAFFIT API nor the XLS export exposes these records. We do not migrate candidate activity timelines. During scoping, we confirm with the customer whether manual exports of activity data are required before the migration window. If yes, the customer exports from TRAFFIT directly; FlitStack AI does not process manual exports as part of the migration pipeline.

  • Extended API requires a paid TRAFFIT add-on

    TRAFFIT's base subscription includes only limited API access. Full API endpoints required for comprehensive data exports are gated behind an additional paid module. During scoping, we confirm whether the customer's TRAFFIT account has the extended API add-on enabled. If not, we advise purchasing it before migration begins to enable bulk exports. Without the add-on, we rely on XLS exports which omit certain objects and may require manual field extraction for CRM Persons and custom fields.

  • BambooHR lacks a native GDPR consent audit object

    TRAFFIT maintains explicit GDPR consent records with timestamps and type (opt-in, withdrawal). BambooHR does not ship a native consent audit object. We create custom fields on the Employee record to preserve consent timestamps and type, but this requires the customer to acknowledge that BambooHR's compliance model treats consent as an attribute rather than a standalone audit trail. If strict GDPR audit requirements apply post-migration, the customer should configure BambooHR's compliance logging or add a dedicated consent management add-on.

  • TRAFFIT pipeline stages require flattening for BambooHR

    TRAFFIT supports fully customizable multi-stage recruitment pipelines with configurable stage names and probabilities. BambooHR uses a simpler five-to-seven status model (Applied, Phone Interview, On-site Interview, Offer, Hired, Not Hired) that does not natively support custom stage chains per job. We map each TRAFFIT stage to the closest BambooHR status and flag any semantic gaps. If the customer requires granular stage tracking in BambooHR, this requires a custom field workaround or a separate ATS tool for complex pipelines.

  • Soft-deleted candidates may inflate export scope

    TRAFFIT supports soft-delete for candidates. The default XLS export may include soft-deleted records unless filtered explicitly. We apply the active-candidate filter during scoping and verify record counts against TRAFFIT's filtered active view. Ghost records from soft-deleted candidates are excluded by default. If the customer requests inclusion of soft-deleted records for compliance or audit purposes, we create a separate import batch with a custom status field indicating the original soft-delete date.

Migration approach

Six steps for a successful TRAFFIT to BambooHR data migration

  1. Discovery and API access verification

    We audit the source TRAFFIT account across subscription tier, active add-ons (extended API, GDPR Assistant), and data volume for each object: Candidates, Jobs, Adverts, CRM Persons, Custom Fields, and GDPR consent records. We verify whether the extended API add-on is active, because bulk exports without it require XLS-based extraction with reduced field coverage. We also review any active GDPR anonymization policies that may have redacted consent records before migration. The discovery output is a written scope confirming export method, record counts, and any pre-migration account changes required.

  2. Custom field audit and type mapping

    We extract the TRAFFIT custom field schema for Candidates, Jobs, and CRM Persons via API, including field types, required flags, and restricted-editing settings. We validate field types against actual data values to catch any mid-use type changes that could cause import errors in BambooHR. Custom fields are mapped to BambooHR equivalent types (text, number, date, dropdown, checkbox, multi-select) and any unmappable types are flagged for manual resolution. The mapping document is reviewed by the customer before schema creation in BambooHR.

  3. GDPR consent and soft-delete reconciliation

    We extract GDPR consent records from TRAFFIT, including consent type, grant date, and withdrawal status. We check for active GDPR Assistant anonymization policies and identify any candidates already anonymized. Soft-deleted candidates are identified via TRAFFIT's filtered view and excluded or separated into a compliance batch depending on customer requirements. We create custom fields in BambooHR to store consent metadata per employee and confirm the field schema with the customer's privacy officer.

  4. BambooHR schema creation and sandbox migration

    We create the destination schema in a BambooHR sandbox environment: custom fields on Employee and Job objects, source taxonomy values, and label fields for talent pool tags. We configure GDPR compliance custom fields. A sandbox migration runs with the scoped record volume to validate field mapping, identify validation rule conflicts, and confirm that BambooHR's required-field constraints are satisfied. The customer reviews 25-50 reconciled records and approves before production migration begins.

  5. Production migration in dependency order

    We run production migration in dependency order: Jobs (foundational for applications), Employees with GDPR consent fields and talent pool tags, Job Applications linking employees to jobs, Documents and attachments, CRM Persons, and custom field values last to ensure parent records are created. Owner assignments from TRAFFIT resolve to BambooHR Employee records for reassignment. Activity history is not migrated per TRAFFIT's export limitations and is documented in the migration sign-off report.

  6. Cutover, validation, and automation inventory delivery

    We freeze TRAFFIT writes during cutover, run a final delta migration of any records modified during the migration window, then enable BambooHR as the system of record. We validate record counts across all objects and spot-check field-level accuracy. We deliver the automation inventory document listing any active TRAFFIT workflows, Zapier automations, or webhook configurations requiring rebuild in BambooHR. We support a one-week hypercare window for reconciliation issues. We do not rebuild TRAFFIT automations as BambooHR workflows; that is a separate engagement for the customer's admin or a BambooHR implementation partner.

Platform deep dives

Context on both ends of the pair

TRAFFIT logo

TRAFFIT

Source

Strengths

  • Purpose-built for tech recruitment with sourcing integrations and job board connectors native to the platform.
  • GDPR consent management is a first-class feature with audit trails and an optional GDPR Assistant add-on.
  • Free tier for hiring managers allows involving non-recruiters in the process without full seat costs.
  • Custom fields and flexible workflow stages adapt to varied hiring processes and agency client structures.
  • Webhook API supports real-time event triggers for integrations with external tools.

Weaknesses

  • No mobile app limits access to candidate data and workflows for recruiters working outside a desktop environment.
  • Reports are widely described as incomplete and difficult to read, reducing the platform's analytics value.
  • Per-user pricing scales linearly, making it costly for larger recruiting teams with many hiring managers.
  • Limited multiposting requires additional paid integrations or manual effort to post to all desired job boards.
  • Activity timelines are not exportable, meaning candidate interaction history is lost on migration.
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 TRAFFIT 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

    TRAFFIT: Not publicly documented in available documentation.

  • Data volume sensitivity

    B

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

Estimator

Estimate your TRAFFIT 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 TRAFFIT to BambooHR data migrations

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

Can't find your answer?

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Book a free 30 minute consultation

Most migrations land between three and five weeks for accounts under 5,000 candidates and 200 jobs with no CRM Person complexity and no active GDPR anonymization policies. Migrations with active GDPR Assistant policies, large CRM Person databases, talent pools exceeding 10,000 tagged candidates, or TRAFFIT accounts requiring extended API add-on purchase before export move to six to ten weeks because of consent reconciliation, type-mismatch resolution, and CRM Person mapping complexity.

Adjacent paths

Related migrations to explore

Ready when you are

Move from TRAFFIT.
Land in BambooHR, intact.

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