HRMS migration

Migrate from Talent Pathway to Bullhorn ATS & CRM

Field-level mapping, validation, and rollback between Talent Pathway and Bullhorn ATS & CRM. We move data and schema; workflows are rebuilt natively in Bullhorn ATS & CRM.

Talent Pathway logo

Talent Pathway

Source

Bullhorn ATS & CRM

Destination

Bullhorn ATS & CRM logo

Compatibility

86%

12 of 14

objects map 1:1 between Talent Pathway and Bullhorn ATS & CRM.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Talent Pathway to Bullhorn is a healthcare-staffing migration that requires explicit handling of Talent Pathway's three-tier licensing model and its lack of public API documentation. Talent Pathway bundles candidate management, credential compliance tracking, and placement billing across Starter, Performance, and Enterprise tiers, but does not publish API documentation or a developer portal, forcing bulk data extraction through manual exports or direct coordination with their support team. Bullhorn, by contrast, offers a documented REST API with Custom Objects for credentialing extensions, Bullhorn Onboarding for compliance workflows, and Bullhorn Automation for workflow rebuild planning. We sequence the migration around Talent Pathway's tier-gated object availability, flag every credential with an expiry date within 90 days for active follow-up, map placement-to-timesheet associations via Bullhorn's Placement REST endpoints, and deliver a written inventory of any Custom Workflows and Bullhorn Automation sequences that require manual rebuild post-migration.

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

Talent Pathway logo

Talent Pathway

What's pushing teams away

  • Lack of public customer reviews beyond a small sample means prospective buyers cannot easily validate long-term reliability, leading some to choose more established ATS platforms with proven track records.
  • Custom pricing model requires a sales call to get a quote, which creates friction for smaller agencies that want to compare costs quickly against transparent-pricing competitors.
  • Limited integration ecosystem compared to enterprise ATS platforms means agencies with complex multi-vendor tech stacks may find Talent Pathway does not connect to tools they already rely on.
  • Absence of a published API reference or documented developer resources makes programmatic data extraction difficult, forcing agencies to export manually or work with Talent Pathway support for any bulk data operations.

Choosing

Bullhorn ATS & CRM logo

Bullhorn ATS & CRM

What's pulling them in

  • Agencies choose Bullhorn because it combines ATS and CRM in one platform, eliminating the need to switch between separate tools for candidate management and client relationship tracking.
  • The resume parser extracts contact details, work history, and skills into structured, searchable candidate profiles automatically without manual data entry, reportedly driving 24% more placements per recruiter.
  • Bullhorn's placement and split-billing model natively supports contract staffing workflows, handling start/end dates, overtime rules, and multi-party pay/charge rates in a single record.
  • The platform offers extensive third-party integrations through its Recruitment Cloud Marketplace, connecting with back-office, onboarding, and payroll systems used by staffing agencies.
  • 72% of Bullhorn customers are teams with fewer than 10 users, and Bullhorn's implementation team handles setup and data migration for small agencies going live within weeks.

Object mapping

How Talent Pathway objects map to Bullhorn ATS & CRM

Each row shows how a Talent Pathway 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.

Talent Pathway

Candidate

maps to

Bullhorn ATS & CRM

Candidate

1:1
Fully supported

Talent Pathway Candidate records map directly to Bullhorn Candidate. We preserve all standard contact fields (name, phone, email, address), professional summary, specialty, license type, and the assigned recruiter owner ID. The mapping resolves the owner by email against Bullhorn User records. Any Candidate without a resolved owner is placed in a reconciliation queue for the customer's admin to assign before placement records are imported.

Talent Pathway

Credential

maps to

Bullhorn ATS & CRM

Custom Object (CredentialTracking) + Bullhorn Onboarding

1:1
Fully supported

Credential records (RN license, BLS, ACLS, state-specific healthcare certifications) map to Bullhorn Custom Object instances on the Candidate entity. The license number, issuing state, issue date, and expiry date migrate as custom fields. Bullhorn Support must provision the Custom Object schema before migration; we coordinate this via a setup ticket during the scoping phase. Credentials with expiry dates within 90 days of migration are flagged in the handoff report for active follow-up at the destination because expiry alert logic is not migratable.

Talent Pathway

Job

maps to

Bullhorn ATS & CRM

JobOrder

1:1
Fully supported

Talent Pathway Job records map to Bullhorn JobOrder. The job title, description, facility/location, specialty requirement, shift details, and job status migrate. Job-to-Candidate associations migrate as separate Placement records rather than embedded in the JobOrder, preserving the independent relationship so that one job can have multiple placements over time.

Talent Pathway

Placement

maps to

Bullhorn ATS & CRM

Placement

1:1
Fully supported

Talent Pathway Placement records map to Bullhorn Placement with the Candidate and JobOrder lookups resolved at migration time. Placement pay rate, bill rate, start date, end date, and status transfer. The Placement-to-Timesheet association is preserved by resolving the timesheet records against the migrated Placement ID so that Bullhorn Onboarding or Bullhorn Timecards can access the linked history.

Talent Pathway

Timesheet

maps to

Bullhorn ATS & CRM

Timecard

1:1
Fully supported

Timesheet records (Performance-tier feature) map to Bullhorn Timecard or custom time entry records depending on whether the customer licenses Bullhorn Onboarding. Each timesheet entry is linked to the migrated Placement ID via the WhatId relationship. Hours worked, pay rate applied, overtime hours, and approval status migrate. Agency payroll cycles (weekly, bi-weekly, monthly) are mapped to the destination time period configuration during schema setup.

Talent Pathway

Invoice

maps to

Bullhorn ATS & CRM

Invoice

1:1
Fully supported

Invoice records (Performance-tier feature) map to Bullhorn Invoice with line items, billing amounts, status (draft, sent, paid), and invoice date preserved. Invoice-to-placement associations are preserved via the Placement lookup so that billing history traces back to the original placement record. Custom invoice templates and branding assets do not migrate because they are Enterprise-tier display assets stored in Talent Pathway's presentation layer.

Talent Pathway

Employee Record (Hire/Employee Module)

maps to

Bullhorn ATS & CRM

ClientContact + User

1:many
Fully supported

Talent Pathway Employee records (Performance-tier feature) represent placed healthcare professionals with personal details, assignment history, and commission tracking. These map to Bullhorn ClientContact for the contact profile and to User records for system access if the employee also has recruiter or admin access. Commission payout amounts migrate as financial fields on the ClientContact; the commission calculation rules (rate tables, multipliers, tiered structures) do not migrate and are documented for re-implementation in Bullhorn Billing or a third-party payroll system.

Talent Pathway

Commission

maps to

Bullhorn ATS & CRM

Custom Object or Opportunity Financial Fields

1:1
Fully supported

Commission records track payouts tied to Placements and Employee assignments. We export commission amounts, calculation bases, and payment status as historical values. The payout amounts migrate to Bullhorn as Placement financial fields or a commission Custom Object. The calculation logic (how the payout was derived from bill rate, pay rate, or tier) does not migrate because it lives as configuration in Talent Pathway's commission engine. We deliver a written commission logic document for the customer to re-implement in Bullhorn Billing or their payroll system.

Talent Pathway

Skills Checklist

maps to

Bullhorn ATS & CRM

Custom Object (Checklist) or Candidate custom fields

1:1
Fully supported

Talent Pathway Skills Checklist Library records (Starter-tier feature) define checklist templates with question/answer pairs attached to candidates or job templates. We export the checklist definitions and their candidate-level results as Bullhorn Custom Object instances on the Candidate entity. The Bullhorn Custom Object schema must be provisioned by Bullhorn Support before migration; we coordinate this during scoping. If the number of checklist fields exceeds the Custom Object 55-field limit per object, we split into multiple Custom Objects (ChecklistSectionA, ChecklistSectionB) per Bullhorn's multi-object guidance.

Talent Pathway

Scheduling Record

maps to

Bullhorn ATS & CRM

Event or Bullhorn Onboarding Shift Records

1:1
Fully supported

Scheduling Module records (Performance-tier feature) represent shift assignments for placed healthcare professionals with start/end times, facility location, and assigned employee. These map to Bullhorn Event records with StartDateTime, EndDateTime, Location, and the assigned ClientContact as the WhoId. If the customer licenses Bullhorn Onboarding, scheduling migrates to the Onboarding shift module for healthcare-specific compliance tracking.

Talent Pathway

Custom Workflow

maps to

Bullhorn ATS & CRM

Bullhorn Automation (rebuild scope)

lossy
Fully supported

Talent Pathway Custom Workflows and Automation (Enterprise-tier feature) are workflow definitions including triggers, conditions, and actions. We export the workflow schema as a structured JSON document describing the automation logic. Bullhorn Automation is a separate add-on module with a different trigger-condition-action model. We do not migrate workflows as code. We deliver a written inventory of every Talent Pathway workflow with its trigger, conditions, actions, and recommended Bullhorn Automation equivalent for the customer's admin or a Bullhorn partner to rebuild post-migration.

Talent Pathway

Document and Attachment

maps to

Bullhorn ATS & CRM

ContentDocument + ContentDocumentLink

1:1
Fully supported

Talent Pathway uploaded documents including resumes, signed eSignature files, and credential scans migrate as Bullhorn ContentDocument records. Each document is linked via ContentDocumentLink to the parent record (Candidate, JobOrder, Placement, or ClientContact). File naming conventions and folder structures from Talent Pathway are not preserved; we use a standardized naming convention (CandidateID_DocumentType_Date) to maintain traceability. eSignature workflow status (signed/pending/expired) migrates as a custom field on the ContentDocument rather than as a separate workflow.

Talent Pathway

VMS Integration Configuration

maps to

Bullhorn ATS & CRM

Bullhorn VMS Connector (rebuild scope)

1:1
Fully supported

VMS integration configurations (connection credentials, endpoint URLs, job sync settings, candidate submittal mappings) in Talent Pathway are stored in the platform's integration layer and are not accessible as exportable data. We audit which VMS integrations were active (Apex, SimpleMSI, Shiftwise, or other) by reviewing the integration log during discovery. Bullhorn VMS connectors are configured separately post-migration using Bullhorn's VMS integration framework. We deliver a VMS integration inventory document listing every active connection and its configuration parameters for the customer's admin to re-enter.

Talent Pathway

User and Owner Assignment

maps to

Bullhorn ATS & CRM

User

1:1
Fully supported

Talent Pathway recruiter and manager assignments on Candidates, Jobs, and Placements are stored as user IDs. We map these to Bullhorn User records by resolving the user email address. Any Talent Pathway user without a matching Bullhorn User goes to a reconciliation queue. The customer's Bullhorn admin provisions any missing users before record migration begins. Inactive Talent Pathway users are migrated as inactive Bullhorn users to preserve historical assignment data.

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.

Talent Pathway logo

Talent Pathway gotchas

High

Credential expiry data may require active re-verification

Medium

Tier-gated features create migration scope gaps

Medium

No documented bulk export API

Low

Commission calculation logic does not migrate

Low

VMS integration configurations are not migratable

Bullhorn ATS & CRM logo

Bullhorn ATS & CRM gotchas

High

ATS Growth edition has no API access

High

Attachments excluded from CSV bulk exports

Medium

Custom Object limits vary sharply by edition

Medium

Opportunity pipeline stages are recruitment-specific

Low

Resume parse quality varies by document format

Pair-specific challenges

  • No public API forces manual export coordination with Talent Pathway

    Talent Pathway does not publish API documentation or a developer portal, which means automated extraction requires coordination with their support team for CSV or structured data exports. The extraction method affects migration timeline estimates significantly for large candidate databases. We budget additional discovery time to work with Talent Pathway support for each export batch, and we flag that any scheduled re-export for delta sync must be manually requested again. Bullhorn's documented REST API handles the destination write without this constraint.

  • Credential expiry alert logic does not migrate

    Talent Pathway tracks credential expiry dates as part of its compliance workflow and can send proactive alerts as expiration approaches. Bullhorn does not have a native credential expiry alerting module unless the customer licenses Bullhorn Onboarding. Credential expiry dates migrate as static date fields, but no alert rules transfer. We flag every credential with an expiry date within 90 days of migration in the handoff report, and we recommend licensing Bullhorn Onboarding or configuring Bullhorn workflow alerts to replace the expiry reminder logic before cutover.

  • Tier-gated features create migration scope gaps

    Timesheets, Invoicing, Commissions, Scheduling, and the Hire/Employee Module are Performance-tier features; Custom Workflows and the AI module (Theo) are Enterprise-exclusive. If a customer is migrating after using features on a tier they no longer have active access to, or if they are moving to a destination that lacks a corresponding Bullhorn module, we scope the migration to include what is accessible in Talent Pathway and document the gap in the pre-migration audit. Commission calculation logic does not migrate as rules; only the resulting payout amounts migrate as historical financial data.

  • Bullhorn Custom Objects require Bullhorn Support provisioning

    Bullhorn Custom Objects (needed for CredentialTracking, SkillsChecklists, or Commission history) must be initially set up by Bullhorn Support via a support ticket with a completed Custom Object Setup Spreadsheet. We cannot create Custom Object schema through the REST API alone. We coordinate the provisioning ticket during the scoping phase so that the Custom Object schema is ready before data migration begins. If Bullhorn Support rejects or delays the Custom Object setup, the credential and checklist migration scope shifts to simpler field-based approaches that may not preserve the full data model.

  • VMS integration configurations and company branding do not migrate

    VMS integration settings (connection credentials, job synch rules, candidate submittal mappings) stored in Talent Pathway's integration layer are not accessible as exportable data. We document which VMS integrations were active so the customer's admin can reconfigure them in Bullhorn's VMS connector framework post-migration. Company branding assets (logo, color scheme, document templates) are Enterprise-tier display assets stored as presentation layer files and are not accessible via standard export, so they do not migrate. Both are documented in the pre-migration audit for separate rebuild scope.

Migration approach

Six steps for a successful Talent Pathway to Bullhorn ATS & CRM data migration

  1. Discovery and tier audit

    We audit the source Talent Pathway account across the customer's active tier (Starter, Performance, or Enterprise), active object usage, credential volume and expiry distribution, timesheet and invoice record counts, VMS integration list, active Custom Workflows, and document attachment volume. Because Talent Pathway lacks a public API, we coordinate with Talent Pathway support for structured CSV exports of each object type. The discovery output is a written migration scope document listing every migratable object, every configuration gap (workflows, VMS integrations, branding), and a Bullhorn edition and add-on recommendation (Bullhorn ATS, Bullhorn Onboarding, Bullhorn Automation) based on the customer's post-migration feature requirements.

  2. Bullhorn Custom Object provisioning and schema design

    We submit a Bullhorn Support ticket with the Custom Object Setup Spreadsheet to provision credential tracking, skills checklist, and commission custom object schemas before any data extraction begins. Bullhorn Support must create these objects initially; we cannot provision them via the REST API. In parallel, we design the Bullhorn schema including Record Types for different placement tracks (contract, per-diem, permanent), Sales Processes for healthcare staffing workflows, and field-level validation rules. Schema is validated in a Bullhorn Sandbox org before production migration to catch mapping errors early.

  3. Export coordination and staging data preparation

    We coordinate with Talent Pathway support to extract CSV or structured exports of Candidates, Credentials, Jobs, Placements, Timesheets, Invoices, Employee Records, Commissions, Skills Checklists, and Scheduling records. Each export is staged in a secure migration workspace. We clean and deduplicate records, resolve owner references by email, and transform field values to match Bullhorn's typed schema. Credential expiry dates are audited and flagged for the 90-day follow-up report. Any records with missing required Bullhorn fields are quarantined for manual resolution before import.

  4. Sandbox migration and reconciliation

    We run a full migration into a Bullhorn Sandbox using production-like data volume. The customer's staffing operations lead reconciles record counts for each object type against the Talent Pathway source, spot-checks 25-50 random candidate profiles for field-level accuracy, and verifies that placement-to-timesheet associations are correctly linked. The credential expiry flag report is reviewed to confirm the 90-day window coverage. Any mapping corrections are made and re-validated before production migration begins. Bullhorn Support-provisioned Custom Objects are also tested in the Sandbox for field visibility and department-level access controls.

  5. Production migration in dependency order

    We run production migration in record-dependency order: User provisioning (manual, validated by customer admin), then Bullhorn ClientCorporation (from Talent Pathway facility or employer records if applicable), then Candidate (with owner resolved), then JobOrder, then Placement (with CandidateId and JobOrderId resolved), then Credential Custom Objects (on each Candidate), then Skills Checklist Custom Objects, then Timecard records (linked to Placement via WhatId), then Invoice records, then Commission Custom Objects, then Scheduling Event records, then Documents via ContentDocument and ContentDocumentLink. Each phase emits a row-count reconciliation report before the next phase begins. Bullhorn REST API with batch chunking and exponential backoff handles all inserts.

  6. Cutover, validation, and rebuild handoff

    We freeze Talent Pathway 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 migration handoff package: record count reconciliation by object, credential expiry flag report (90-day window), VMS integration inventory document, Custom Workflow inventory (for Bullhorn Automation rebuild), and commission logic document (for Bullhorn Billing re-implementation). We support a one-week hypercare window for reconciliation issues. We do not rebuild Talent Pathway workflows as Bullhorn Automation, reconfigure VMS integrations, or implement Bullhorn Onboarding credential alerting as part of the standard migration scope; these are separate engagements.

Platform deep dives

Context on both ends of the pair

Talent Pathway logo

Talent Pathway

Source

Strengths

  • Purpose-built for healthcare staffing compliance workflows, not adapted from a generic ATS
  • Bundles credential management, timesheets, invoicing, and commission tracking without requiring separate software
  • VMS integration included on Starter tier, reducing cost for agencies already using Vendor Management Systems
  • 24/7 dedicated Customer Success Manager on Performance tier
  • Three-tier structure lets agencies start with core ATS and add back-office and AI features as they scale

Weaknesses

  • Small review sample (12 G2 reviews, 14 Capterra reviews) limits ability to validate long-term reliability
  • No public API documentation or developer resources published, making programmatic migration uncertain
  • Custom pricing model creates buyer friction and prevents quick cost comparison against competitors
  • Limited integration ecosystem compared to established enterprise ATS platforms
  • No published case studies or customer references readily available on the website
Bullhorn ATS & CRM logo

Bullhorn ATS & CRM

Destination

Strengths

  • Unified ATS and CRM on one platform purpose-built for staffing agencies, eliminating separate tools for candidates and clients.
  • Automated resume parsing extracts structured candidate data—contact details, work history, skills—into searchable profiles instantly.
  • Native placement and split-billing model handles contract staffing workflows including start/end dates and overtime rules.
  • Bullhorn Recruitment Cloud Marketplace offers 100+ pre-validated third-party integrations spanning the full recruiting lifecycle.
  • 24/7 global support coverage from 350+ support staff with dedicated account management included at all tiers.

Weaknesses

  • Widely regarded as old and bloated with an unintuitive interface and steep learning curve for new recruiters.
  • Slow page loads and performance lag cited in over 200 verified G2 reviews during high-volume recruiting periods.
  • Pricing is opaque—custom-negotiated per organization with significant upfront implementation fees that vary by deal.
  • ATS Growth edition excludes API access entirely, preventing automated data export without upgrading first.

Complexity grading

How hard is this migration?

Standard HRMS migration. All 7 core objects map 1:1 between Talent Pathway and Bullhorn ATS & CRM.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Talent Pathway and Bullhorn ATS & CRM.

  • Object compatibility

    A

    All 7 core objects map 1:1 between Talent Pathway and Bullhorn ATS & CRM.

  • 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

    Talent Pathway: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Talent Pathway to Bullhorn ATS & CRM 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 Talent Pathway to Bullhorn ATS & CRM data migrations

Answers to the questions buyers ask most during Talent Pathway to Bullhorn ATS & CRM migration scoping. Not seeing yours? Book a call.

Can't find your answer?

Walk through your Talent Pathway to Bullhorn ATS & CRM migration with a real engineer — 30 minutes, free, written quote within 24 hours.

Book a free 30 minute consultation

Small agencies under 5,000 candidates and 500 placements typically complete in two to four weeks. Mid-size agencies with Performance-tier features (timesheets, invoices, commissions) and credential histories exceeding 10,000 records move to six to ten weeks because of the export coordination required with Talent Pathway support and the Custom Object provisioning timeline with Bullhorn Support. The Bullhorn Sandbox reconciliation step adds one to two weeks to the schedule before production migration begins.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Talent Pathway.
Land in Bullhorn ATS & CRM, intact.

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

Accuracy guarantee Rollback included Quote in 1 business day