HRMS migration

Migrate from RECRU to BambooHR

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

RECRU logo

RECRU

Source

BambooHR

Destination

BambooHR logo

Compatibility

70%

7 of 10

objects map 1:1 between RECRU and BambooHR.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from RECRU to BambooHR is a platform-type migration, not a like-for-like ATS swap. RECRU is a recruiting-focused ATS built around Candidates, Jobs, and AI-powered matching; BambooHR is a full HRIS that handles the complete employee lifecycle from hire through retirement. Candidate records in RECRU map to Applications in BambooHR's ATS module, but the destination organizes hiring around a job-centric model where the Job is the parent record and Applications are children. We extract all RECRU candidate properties including parsed CV data, custom fields, tags, and interview records, and we map them into BambooHR's corresponding structures. AI-generated match scores carry over as a custom float field labeled with a warning that the scale is proprietary. RECRU workflow automation rules, email templates, and sequence automations do not migrate; we deliver a written map of every active automation for your admin to rebuild in BambooHR's workflow 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

RECRU logo

RECRU

What's pushing teams away

  • Automatic reply templates and email communication tools are difficult to configure, leading to repetitive manual outreach when automation fails.
  • Some users report UI responsiveness issues on certain pages and occasional glitches during high-volume recruitment periods.
  • Teams outgrow the platform when they need deeper integrations with HRIS, payroll, or background-check vendors not currently supported.

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 RECRU objects map to BambooHR

Each row shows how a RECRU 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.

RECRU

Candidate

maps to

BambooHR

Application

1:1
Fully supported

RECRU candidate records map to BambooHR application records within the ATS module. Each candidate creates one application linked to a BambooHR job. We preserve all parsed CV fields (name, email, phone, skills, work history), custom candidate properties as key-value pairs, tags as flat label arrays, and the AI-generated match score in a custom float field labeled recru_match_score__c with a note that the scale is proprietary to RECRU and not calibrated against any BambooHR scoring system.

RECRU

Job

maps to

BambooHR

Job

1:1
Fully supported

RECRU job requisitions map directly to BambooHR jobs. Title, description, department, location, salary range, and status transfer. Pipeline stage names and order from RECRU map to BambooHR application statuses; if BambooHR uses a predefined status set, we map to the closest equivalent and flag any RECRU stages with no clear destination match.

RECRU

Hiring Pipeline Stages

maps to

BambooHR

Application Status

lossy
Mapping required

RECRU pipeline stage names and their sort order migrate as BambooHR application statuses. BambooHR allows custom status labels but uses a fixed set of internal statuses. We map RECRU stage names to BambooHR status labels and document any stages that have no direct equivalent so the customer's admin can rename or consolidate statuses post-migration.

RECRU

User

maps to

BambooHR

Employee

1:1
Fully supported

RECRU user accounts (recruiters, hiring managers, admins) map to BambooHR employee records with the employment status set to Active. We resolve RECRU owner assignments on candidates and jobs to the corresponding BambooHR employee record by email match. Any RECRU user without a BambooHR employee record goes to a reconciliation queue for the customer's admin to provision.

RECRU

Custom Fields

maps to

BambooHR

Custom Fields

lossy
Mapping required

RECRU custom candidate properties added by the tenant migrate as BambooHR custom fields on the Application object if the destination account supports custom ATS fields in the current plan tier. We extract field name, type, and values and create equivalent fields in BambooHR, falling back to a JSON-encoded text field for complex types that BambooHR does not support.

RECRU

Communications

maps to

BambooHR

Activity Log

1:1
Mapping required

RECRU email threads and message logs attached to candidate records migrate as a flattened activity log entry per message. The original thread structure is not preserved in BambooHR; each message becomes a separate note or activity record with the sender, recipient, timestamp, and body content. We render rich-text body content and attach any embedded file references as separate attachment records.

RECRU

Interviews

maps to

BambooHR

Interview Events

1:1
Mapping required

RECRU interview records carrying date, interviewer, duration, and outcome map to a custom interview tracking field in BambooHR if the destination account uses a third-party scheduling integration. BambooHR does not have a native standalone interview object; we create a structured note record attached to the application with interview metadata fields and link it to the interviewer employee record.

RECRU

Scorecards

maps to

BambooHR

Structured Note

1:1
Mapping required

RECRU evaluation scorecards submitted by interviewers migrate as JSON objects attached to the application record as structured notes. BambooHR does not have a native scorecard object, so evaluation ratings, interviewer feedback, and recommendation fields are encoded in a structured format for human readability and potential future integration with a BambooHR-compatible form tool.

RECRU

Tags

maps to

BambooHR

Tags

1:1
Fully supported

Tags applied to candidates in RECRU migrate as flat label arrays attached to the application record in BambooHR. Tag names are preserved verbatim. BambooHR supports tags on employee records and we apply the same tagging logic to the application record in the ATS module.

RECRU

Workflows

maps to

BambooHR

Workflows (documented, not migrated)

lossy
Mapping required

RECRU workflow automation rules are exported as a structured JSON document with a human-readable summary of each rule's trigger, conditions, and actions. BambooHR's workflow builder uses a simpler approval-based model and does not support multi-step conditional branching. We flag which RECRU rules have a direct BambooHR equivalent and which require manual redesign. The customer rebuilds these in BambooHR 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.

RECRU logo

RECRU gotchas

Medium

GDPR-compliant deletion requests run inside RECRU before migration

Medium

Workflow automation rules may not map 1:1 to destination ATS

Low

AI-generated match scores are proprietary and destination-agnostic

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

  • RECRU candidates become applications; the data model is job-centric in BambooHR

    RECRU organizes recruiting around the Candidate as the primary record; a candidate can apply to multiple jobs and their profile travels across requisitions. BambooHR's ATS organizes hiring around the Job as the parent record; each job opening has its own set of applications. A candidate who applied to three jobs in RECRU will appear as three separate application records in BambooHR. We flag these duplicate-candidate scenarios during scoping so the customer's team decides whether to consolidate or accept the job-scoped structure.

  • AI-generated match scores carry over but have no comparable destination scale

    RECRU assigns proprietary AI-generated match scores to candidates that reflect fit for a role according to RECRU's own model. These scores have no fixed range or calibration. We preserve them as a custom float field on the BambooHR application record, but BambooHR does not have a native scoring system. The scores should not be treated as comparable to any internal or third-party scoring that BambooHR may support in the future, and the customer's team should treat them as historical reference data only.

  • GDPR deletion requests that ran before migration export are unrecoverable

    RECRU supports GDPR-compliant deletion requests. If a deletion request ran inside RECRU before FlitStack AI initiated the export, those candidate records are permanently removed from the source data and will not appear in the migration export. We detect deletion timestamps in the export dataset and exclude already-purged records rather than importing ghost IDs, but we cannot recover data deleted prior to our export window. We recommend coordinating a migration freeze on deletion requests before export begins.

  • RECRU multi-step workflow rules collapse in BambooHR's simpler automation model

    RECRU stores workflow rules as structured JSON supporting multi-step conditional branching with parallel actions and delays. BambooHR's workflow builder supports approval-based automations with simpler trigger-action logic. Multi-step RECRU rules do not map 1:1; they collapse into a single automation or require manual redesign in BambooHR. We export the full rule graph and deliver a written document with the logic for each rule so the customer's admin can rebuild them in BambooHR's workflow builder post-migration.

  • BambooHR's ATS is scoped to the HRIS; advanced recruiting features may require a plan upgrade

    BambooHR's Core plan includes the ATS module with job posting, candidate tracking, and basic application management. Advanced features like customized offer letter templates with e-signatures, automated onboarding workflows tied to ATS, and performance management for new hires require the Pro or Elite plan. We confirm the destination BambooHR plan tier during scoping and flag any ATS features used in RECRU that may require an upgrade to access in BambooHR.

Migration approach

Six steps for a successful RECRU to BambooHR data migration

  1. Discovery and scope definition

    We audit the RECRU account across candidates, jobs, pipeline stages, custom fields, active workflow rules, interview records, scorecards, and communications. We pair this with a review of the destination BambooHR account's ATS module configuration, existing employee records (if any), and plan tier. The discovery output is a written migration scope with a record-count estimate, a custom field inventory, and a list of any RECRU workflow rules requiring rebuild documentation.

  2. Schema design and application status mapping

    We design the BambooHR ATS schema before migration. This includes creating any custom application fields needed to receive RECRU custom candidate properties, mapping RECRU pipeline stages to BambooHR application statuses, and configuring the job structure in BambooHR to match the RECRU requisition model. We validate the schema in BambooHR's sandbox or test environment before any data moves.

  3. Candidate and job extraction

    We export all RECRU candidate records, job requisitions, custom fields, tags, interview events, and scorecards via the RECRU API. We extract the full parsed CV data for each candidate including name, email, phone, skills, work history, education, and any AI match scores. We cross-reference GDPR deletion timestamps and exclude any records deleted before the export window. The extraction output is a structured JSON dataset per object type.

  4. Sandbox migration and reconciliation

    We run a full migration into the BambooHR production account (or a test environment if the customer requests a dry run) using representative data volume. The customer's HR lead reconciles record counts, spot-checks 25-50 random candidate records against the RECRU source, and validates that application status labels and job assignments are correct. Any mapping corrections happen in this phase before production migration proceeds.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Jobs first (parent records), then Applications (linked to jobs), then custom fields and tags per application, then interview events and scorecards as structured notes. RECRU users are mapped to BambooHR employee records by email match. Any user without a matching BambooHR employee record is held in a reconciliation queue for the admin to provision. We emit a row-count reconciliation report after each phase.

  6. Cutover, validation, and workflow handoff

    We freeze RECRU write access during cutover, run a final delta migration of any records modified during the migration window, then enable BambooHR as the system of record for recruiting. We deliver the RECRU workflow automation inventory document with a written description of each rule's logic and recommended BambooHR equivalent. We support a one-week hypercare window to resolve reconciliation issues. We do not rebuild RECRU workflows as BambooHR workflows; that is a separate task for the customer's admin.

Platform deep dives

Context on both ends of the pair

RECRU logo

RECRU

Source

Strengths

  • AI-powered candidate matching from plain-language job descriptions without manual Boolean search.
  • 14-day free trial with no credit card required for initial evaluation.
  • Euro pricing at €39/month makes it accessible for European SMBs.
  • Workflow automation rules allow custom recruiting process automation without developer involvement.
  • CV parsing extracts structured candidate data automatically from uploaded resumes.

Weaknesses

  • Email template and automatic reply configuration is unintuitive and frequently cited as a pain point in reviews.
  • Custom integration options are limited compared to larger ATS platforms with open APIs and third-party marketplaces.
  • Reporting and analytics modules require manual post-export adjustments for bespoke dashboards.
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 RECRU 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

    RECRU: Not publicly documented..

  • Data volume sensitivity

    B

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

Estimator

Estimate your RECRU 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 RECRU to BambooHR data migrations

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

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Migrations under 5,000 candidates and 200 jobs with no complex custom fields land between three and five weeks. Migrations with high-volume candidate histories (over 15,000 application records), extensive custom fields, multiple pipeline stages, or a need to reconcile existing employee records in BambooHR move to seven to eleven weeks because of schema design, parent-record resolution, and the interview-scorecard mapping work.

Adjacent paths

Related migrations to explore

Ready when you are

Move from RECRU.
Land in BambooHR, intact.

Tell us record counts and timeline. We'll come back with a written quote inside 1 business day — no commitment, no sales pitch.

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