HRMS migration
Field-level mapping, validation, and rollback between Journeyfront and Bullhorn ATS & CRM. We move data and schema; workflows are rebuilt natively in Bullhorn ATS & CRM.
Journeyfront
Source
Bullhorn ATS & CRM
Destination
Compatibility
10 of 12
objects map 1:1 between Journeyfront and Bullhorn ATS & CRM.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Journeyfront and Bullhorn serve different segments of the recruitment market, which shapes every migration. Journeyfront targets high-volume hiring organizations — BPOs, contact centers, and distributed workforces — where its assessment-driven, cohort-based pipeline is the core differentiator. Bullhorn targets staffing and recruitment agencies that need a full ATS with CRM, back-office, and client management at scale. Migrating from Journeyfront to Bullhorn means leaving behind a company-specific predictive model (scores migrate, the algorithm does not), moving from assessment-centric data into Bullhorn's candidate-centric model, and remapping Journeyfront's workflow-specific pipeline stages into Bullhorn's Submission Status and Record Type framework. We handle the object-level mapping, preserve historical assessment scores as custom Candidate fields, flag the BPO client-screening data that maps to Bullhorn's ClientCorporation and Custom Objects, and deliver a written workflow inventory for your Bullhorn admin to rebuild.
Every standard and custom field arrives verified.
AI proposes the map; you confirm before any record moves.
Parent–child, lookups, and ownership stay linked.
Calls, emails, meetings — with original timestamps.
Documents, uploads, and inline notes move with the record.
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
Each row shows how a Journeyfront object lands in Bullhorn ATS & CRM, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Journeyfront
Job
Bullhorn ATS & CRM
JobOrder
1:1Journeyfront Job records map to Bullhorn JobOrder. Job title, description, location, department, employment type, and job board posting status migrate directly. Bullhorn JobOrder uses a standard schema with fields for title, address, employmentType, and payRate. We remap Journeyfront's custom job board status field to Bullhorn's isPublic or jobBoardList. If the customer has client-specific job workflows (common in BPO contexts), we map each Journeyfront job workflow to a Bullhorn Record Type on JobOrder.
Journeyfront
Candidate
Bullhorn ATS & CRM
Candidate
1:1Journeyfront Candidate records migrate to Bullhorn Candidate as the primary container. Contact information, work history, and employment eligibility data map to standard Bullhorn Candidate fields. Any pre-existing Candidate records in Bullhorn (from a prior ATS or test setup) are flagged by email address dedupe before import to avoid duplication.
Journeyfront
Assessment Score
Bullhorn ATS & CRM
Custom Fields on Candidate
1:1Journeyfront assessment scores migrate as custom fields on the Bullhorn Candidate record. We create custom fields (up to 55 per Custom Object under Enterprise, 2 custom objects on Bullhorn ATS) to capture assessment dimension scores, total score, and assessment date. The company-specific predictive model does not migrate — we flag this gap during scoping and advise the customer to document their assessment rubric for manual baseline setup in Bullhorn. Scores are historical data, not re-runnable logic.
Journeyfront
Screening Question Response
Bullhorn ATS & CRM
Candidate Custom Fields or Custom Object
1:1Journeyfront screening questions and responses vary by job and client in BPO contexts. We extract question text, answer type, and the candidate's response, then map to Bullhorn Candidate custom fields (if question count is under 20) or a Bullhorn Custom Object (if client-specific screening recipes have 20+ fields). We preserve the relationship between the screening response and the originating JobOrder via the Candidate Wrapper record.
Journeyfront
Pipeline Stage
Bullhorn ATS & CRM
Submission Status + Record Type
lossyJourneyfront pipeline stages are customizable per job or client workflow. Bullhorn uses a four-stage submission model (Submission, Client Submission, Interview, and Placement) controlled by Record Type and Sales Process. We remap Journeyfront stage names to the nearest Bullhorn submission status, and where the customer's workflow requires custom stages (common in BPO client-specific hiring), we configure Bullhorn Record Types to preserve the stage taxonomy. Stage automation triggers do not migrate — we document them for Bullhorn Workflows rebuild.
Journeyfront
Interview
Bullhorn ATS & CRM
Candidate Wrapper + Note + Appointment
1:1Journeyfront Interview records (interviewer assignment, scheduled date/time, scorecard, recommendation) map to Bullhorn Candidate Wrapper with a linked Note for scorecard content and an Appointment record for the scheduled time. We preserve the Interview recommendation field as a custom field on the Candidate Wrapper. If Journeyfront interview scorecards use a structured format, we create Bullhorn custom fields to hold each dimension score.
Journeyfront
Offer
Bullhorn ATS & CRM
Candidate Wrapper (status = Offer)
1:1Journeyfront Offer records (position, compensation details, status, candidate response) map to Bullhorn Candidate Wrapper with a status value of Offer Extended, Offer Accepted, or Offer Declined. Compensation fields map to Bullhorn custom fields on Candidate Wrapper if Bullhorn's standard payRate fields do not capture the full offer detail.
Journeyfront
Hiring Team Member
Bullhorn ATS & CRM
User
1:1Journeyfront users, hiring managers, and interviewers linked to candidate records map to Bullhorn User records. We resolve by email match against Bullhorn's User table. Any Journeyfront user without a matching Bullhorn User goes to a reconciliation queue for the customer's Bullhorn admin to provision before record import proceeds.
Journeyfront
BPO Client Record
Bullhorn ATS & CRM
ClientCorporation
1:1Journeyfront BPO clients with customized screening recipes and regional compliance requirements map to Bullhorn ClientCorporation. Client name, address, and contact details migrate directly. Regional compliance tracking data maps to custom fields on ClientCorporation. Client-specific screening recipes migrate to Bullhorn Custom Objects linked to ClientCorporation if the Bullhorn edition supports them.
Journeyfront
Automation Rule
Bullhorn ATS & CRM
Bullhorn Workflow (documented only)
lossyJourneyfront automation rules (stage triggers, score thresholds, time delays) do not migrate as code. We extract rule definitions during scoping and deliver a written workflow inventory with each rule's trigger, conditions, actions, and recommended Bullhorn Workflow equivalent. The customer's Bullhorn admin or a Bullhorn partner rebuilds the rules post-migration. Bullhorn Workflows (formerly Herefish) are a separate add-on at $30-50/user/month.
Journeyfront
Analytics Dashboard
Bullhorn ATS & CRM
Report Snapshot (PDF/CSV export)
1:1Journeyfront analytics dashboards (turnover reduction, tenure improvement, SLA metrics) generate dynamically and cannot be exported as raw records. We recommend exporting PDF or CSV snapshots of key reports before migration cutoff. The underlying candidate, assessment, interview, and offer data migrates normally. Bullhorn Canvas ($40-60/user/month add-on) or a third-party BI tool (Tableau, Power BI via Bullhorn REST API) becomes the new reporting foundation.
Journeyfront
Integration Configuration
Bullhorn ATS & CRM
Bullhorn Integration (rebuild required)
1:1Journeyfront integrations with job boards, background check vendors, and HRIS systems are configured via API credentials that do not export. Job board posting integrations, background check connections (Checkr, Sterling, HireRight), and HRIS sync settings must be reconfigured in Bullhorn manually. We provide a written inventory of all active Journeyfront integrations during scoping so the customer's Bullhorn admin can reconfigure them in parallel with migration.
| Journeyfront | Bullhorn ATS & CRM | Compatibility | |
|---|---|---|---|
| Job | JobOrder1:1 | Fully supported | |
| Candidate | Candidate1:1 | Fully supported | |
| Assessment Score | Custom Fields on Candidate1:1 | Fully supported | |
| Screening Question Response | Candidate Custom Fields or Custom Object1:1 | Fully supported | |
| Pipeline Stage | Submission Status + Record Typelossy | Fully supported | |
| Interview | Candidate Wrapper + Note + Appointment1:1 | Fully supported | |
| Offer | Candidate Wrapper (status = Offer)1:1 | Fully supported | |
| Hiring Team Member | User1:1 | Fully supported | |
| BPO Client Record | ClientCorporation1:1 | Fully supported | |
| Automation Rule | Bullhorn Workflow (documented only)lossy | Fully supported | |
| Analytics Dashboard | Report Snapshot (PDF/CSV export)1:1 | Fully supported | |
| Integration Configuration | Bullhorn Integration (rebuild required)1:1 | Fully supported |
Gotchas + challenges
Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.
Journeyfront gotchas
Assessment predictive model does not export
Analytics dashboards are not data records
Integration credentials must be rebuilt
Pipeline stages vary by workflow
Bullhorn ATS & CRM gotchas
ATS Growth edition has no API access
Attachments excluded from CSV bulk exports
Custom Object limits vary sharply by edition
Opportunity pipeline stages are recruitment-specific
Resume parse quality varies by document format
Pair-specific challenges
Migration approach
Discovery and Bullhorn edition assessment
We audit Journeyfront across Jobs, Candidates, Assessment records, Screening Questions, Interviews, Offers, BPO client data, and active automation rules. We also inventory the customer's Bullhorn edition (Starter, Core, or Pro) to confirm Custom Object capacity for assessment and BPO client data. The discovery output is a written migration scope, an object mapping draft, and a Bullhorn edition recommendation if the customer's data requires more Custom Objects than their current edition provides.
Stage mapping design and Record Type configuration
We map Journeyfront's custom pipeline stages to Bullhorn submission statuses and identify any stages requiring Bullhorn Record Types. For BPO clients with client-specific hiring workflows, we design Record Types scoped per ClientCorporation. We deliver a stage-mapping matrix for the customer's Bullhorn admin to review before schema creation. Bullhorn's REST API or the Bullhorn administration UI is used to create Record Types and configure Sales Processes in the destination org.
Custom field and Custom Object schema creation
We create Bullhorn custom fields on Candidate for assessment scores and screening question responses. For BPO screening recipes with more than 20 fields, we request Bullhorn Custom Objects via Bullhorn Support (using the Custom Object Setup Sheet). Fields are created in a Sandbox org first for validation before production deployment. Bullhorn Support typically processes Custom Object requests within 3-5 business days.
Sandbox migration and reconciliation
We run a full migration into a Bullhorn Sandbox using production-like data volume. The customer reconciles record counts (Candidates in, Jobs in, Interviews in, Offers in), spot-checks 25-50 records against Journeyfront source data, and validates that assessment scores appear correctly on Bullhorn Candidate records. Any field mapping corrections, stage name adjustments, or custom object schema changes happen in the Sandbox before production migration begins.
Production migration in dependency order
We run production migration in dependency order: ClientCorporation records (BPO clients), JobOrder records, Candidate records with assessment custom fields, Candidate Wrapper records for submissions, Interview and Offer records, and finally Custom Object records (last because they may reference Candidate or JobOrder as parent). Bullhorn's REST API handles inserts with rate-limit handling and exponential backoff. Each phase emits a row-count reconciliation report before the next phase begins.
Cutover, delta sync, and workflow handoff
We freeze Journeyfront writes during cutover, run a final delta migration of any records modified during the migration window, then enable Bullhorn as the system of record. We deliver the automation rule inventory (for Bullhorn Workflows rebuild) and the integration inventory (for Bullhorn admin to reconfigure) as separate documents. We support a one-week hypercare window for reconciliation issues. We do not rebuild Journeyfront automation rules as Bullhorn Workflows inside the migration scope; that is a separate engagement.
Platform deep dives
Journeyfront
Source
Strengths
Weaknesses
Bullhorn ATS & CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard HRMS migration. All 7 core objects map 1:1 between Journeyfront and Bullhorn ATS & CRM.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Journeyfront and Bullhorn ATS & CRM.
Object compatibility
All 7 core objects map 1:1 between Journeyfront and Bullhorn ATS & CRM.
Field mapping clarity
Field mapping is derived from defaults — final spec confirmed during the sample migration.
Timeline complexity
7-object category — typical timelines run 2–7 days end-to-end.
API constraints
Journeyfront: Not publicly documented..
Data volume sensitivity
Journeyfront doesn't expose a bulk API — REST + parallelization used for high-volume runs.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
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