HRMS migration
Field-level mapping, validation, and rollback between Toast and Bullhorn ATS & CRM. We move data and schema; workflows are rebuilt natively in Bullhorn ATS & CRM.
Toast
Source
Bullhorn ATS & CRM
Destination
Compatibility
10 of 12
objects map 1:1 between Toast and Bullhorn ATS & CRM.
Complexity
BStandard
Timeline
2-4 weeks
Overview
Moving from Toast to Bullhorn is a cross-industry data translation that requires honest scope management. Toast is a restaurant POS and workforce management platform; Bullhorn is a staffing and recruitment ATS and CRM. The only objects with a direct Bullhorn equivalent are Toast Employees (which map to Bullhorn Candidates), Toast Time Entries (which map to Activity records), and Toast Shifts (which require custom fields or notes since Bullhorn has no native scheduling object). Orders, Payments, Menu Items, Modifiers, Tables, Checks, Cash Management, Vendors, and Inventory have no Bullhorn equivalent and are not migrated. We deliver a written inventory of every unmapped Toast object with a recommended manual entry path or CSV export so the customer's Bullhorn admin can rebuild the data without losing visibility into what existed. The migration timeline and cost are substantially lower than a CRM-to-CRM migration because the migration surface is narrow by design.
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 Toast 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.
Toast
Employee
Bullhorn ATS & CRM
Candidate
1:1Toast Employee records (names, roles, contact information, permissions) map directly to Bullhorn Candidate records. We use email as the primary dedupe key during import. Toast's employee roles map to Bullhorn's specialty and occupation fields. The original Toast employee ID is preserved in a Bullhorn custom field toast_employee_id__c for reconciliation. Employee status (active, inactive) maps to Candidate status. Note: Toast does not expose compensation history or payroll data via API; salary, bonus, and commission data are not available for migration.
Toast
Employee
Bullhorn ATS & CRM
User
1:1Toast employees who will log in to Bullhorn as recruiters or admins map to Bullhorn User records. We match by email address. Any Toast employee who should have Bullhorn access but lacks a matching Bullhorn User goes to a reconciliation queue for the customer's Bullhorn admin to provision before record import. Bullhorn requires a minimum of one active User per seat on paid tiers.
Toast
Time Entry
Bullhorn ATS & CRM
Task (Activity)
1:1Toast Time Entries (clock-in, clock-out, break duration, hours worked) map to Bullhorn Task records with TaskSubtype=Meeting (the closest native Bullhorn activity type) or as custom fields on the Candidate record depending on the customer's preference. Overtime flags and timesheet notes migrate to custom fields. Bullhorn does not have a native timesheet or payroll object in the core ATS; agencies needing full timekeeping should consider Bullhorn Onboarding (formerly Able) as a parallel implementation. We flag this option during scoping.
Toast
Shift
Bullhorn ATS & CRM
Custom Fields on Candidate
lossyToast Shifts (scheduling windows, role assignments, availability) have no native Bullhorn equivalent. We map shift data to Bullhorn custom fields on the Candidate record: shift_role__c, shift_start__c, shift_end__c, shift_day_of_week__c. Custom fields require Bullhorn Front Office Growth or Enterprise tier; Bullhorn ATS and ATS Growth tiers do not support custom objects with the field count needed for shift data. We verify the destination Bullhorn edition during scoping and flag any upgrade requirement before configuration begins.
Toast
Customer Profile (Guest)
Bullhorn ATS & CRM
Lead or ClientContact
1:manyToast Guest profiles (visit history, preferences, loyalty points) can map to Bullhorn Lead or ClientContact depending on whether the customer treats guests as prospective staffing candidates or as restaurant-client contacts. Most staffing agencies will not migrate guest profiles. If the customer requires migration, we map to Lead for prospective contacts and ClientContact for existing relationships, preserving loyalty points in a custom field and visit frequency in a custom field. Note: Bullhorn is not designed for loyalty program management; this mapping is a best-effort translation.
Toast
Tables and Sections
Bullhorn ATS & CRM
No equivalent in Bullhorn
1:1Toast floor plan data (table layout, server assignments, section boundaries) has no Bullhorn equivalent. Bullhorn is a recruiting and staffing CRM, not a restaurant operations platform. We do not migrate table records. We provide a CSV export of the Toast Tables and Sections data so the customer's Bullhorn admin has a record of what existed for reference if needed.
Toast
Orders
Bullhorn ATS & CRM
No equivalent in Bullhorn
1:1Toast Orders (transactional order records with item-level detail, payment status, server attribution) have no Bullhorn equivalent. Bullhorn does not track sales transactions, order line items, or payment status. We do not migrate Orders. We provide a CSV export of the Toast order history for the customer's records.
Toast
Payments
Bullhorn ATS & CRM
No equivalent in Bullhorn
1:1Toast Payment records (transaction-level payment method, card type, authorization codes, settlement status) have no Bullhorn equivalent. Bullhorn does not process or track payment transactions. We do not migrate Payments. We provide a CSV export for the customer's financial records.
Toast
Menu Items
Bullhorn ATS & CRM
No equivalent in Bullhorn
1:1Toast Menu Items and Modifiers have no Bullhorn equivalent. Bullhorn is a staffing and recruiting platform, not a restaurant operations system. Menu configuration cannot migrate. We provide a CSV export of the Toast menu structure for reference.
Toast
Inventory
Bullhorn ATS & CRM
No equivalent in Bullhorn
1:1Toast Inventory (stock levels, product mix reports, receiving records) has no Bullhorn equivalent. Bullhorn does not manage inventory or purchasing. We do not migrate Inventory. We provide a CSV export for the customer's records.
Toast
Vendor and Purchase Orders
Bullhorn ATS & CRM
No equivalent in Bullhorn
1:1Toast Vendors and Purchase Orders are not exposed via public API and cannot be reliably exported. Bullhorn has no vendor management or purchasing functionality. We do not migrate this data. We note the absence in the scope document.
Toast
Cash Management
Bullhorn ATS & CRM
No equivalent in Bullhorn
1:1Toast Cash Management (drawer tracking, bank deposits, cash-over-short reports) has no Bullhorn equivalent. Bullhorn does not handle cash management or accounting. We do not migrate this data. We provide a CSV export for the customer's financial records.
| Toast | Bullhorn ATS & CRM | Compatibility | |
|---|---|---|---|
| Employee | Candidate1:1 | Fully supported | |
| Employee | User1:1 | Fully supported | |
| Time Entry | Task (Activity)1:1 | Fully supported | |
| Shift | Custom Fields on Candidatelossy | Fully supported | |
| Customer Profile (Guest) | Lead or ClientContact1:many | Fully supported | |
| Tables and Sections | No equivalent in Bullhorn1:1 | Mapping required | |
| Orders | No equivalent in Bullhorn1:1 | Fully supported | |
| Payments | No equivalent in Bullhorn1:1 | Fully supported | |
| Menu Items | No equivalent in Bullhorn1:1 | Mapping required | |
| Inventory | No equivalent in Bullhorn1:1 | Mapping required | |
| Vendor and Purchase Orders | No equivalent in Bullhorn1:1 | Fully supported | |
| Cash Management | No equivalent in Bullhorn1:1 | Mapping required |
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.
Toast gotchas
Mandatory Toast payment processing is non-negotiable
SFTP export files are retained for only seven days
Proprietary hardware cannot be repurposed after switching
API rate limits restrict bulk export throughput
Hidden fees inflate apparent cost savings from switching
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
Engagement scoping and export initiation
We initiate the Toast SFTP export immediately upon engagement to capture the current nightly export before the seven-day retention window expires. We audit the Toast portal for employee count, active/inactive status distribution, time entry volume, shift configuration complexity, and any multi-location data that requires segmentation. We confirm the Bullhorn destination edition (Starter, Core, Pro, or Enterprise) and verify Custom Object support availability. The scoping output is a written migration scope document that explicitly lists what will and will not migrate, with CSV export plans for unmapped objects.
Bullhorn edition verification and Custom Object configuration
We verify the destination Bullhorn edition and its Custom Object limits. If shift data migration is required and the destination is Bullhorn ATS or ATS Growth, we recommend upgrading to Front Office Growth before migration begins. We submit the Bullhorn Custom Object setup spreadsheet to Bullhorn Support to provision the toast_employee_id__c field, shift role fields, and any other custom fields needed. Bullhorn Support typically takes 2-5 business days to create Custom Objects. We hold the migration until Custom Objects are live so that data loads into the correct schema on first pass.
Data extraction and staging
We extract Toast data via SFTP nightly exports and the Toast REST API for real-time records. Employee records, time entries, shifts, and guest profiles are staged in a secure data warehouse environment. We profile the data for quality issues: duplicate employees (same email, different Toast IDs), orphaned time entries (clock records without a parent employee), and missing required fields. We produce a data quality report and resolve issues in coordination with the customer's Toast admin before transformation begins.
Transformation and field mapping
We transform Toast data into Bullhorn-ready format: Employees become Candidates with toast_employee_id__c preserved; Time Entries become Tasks linked to the migrated Candidate by Toast employee ID; Shifts become custom fields on the Candidate record (shift_role__c, shift_start__c, shift_end__c, shift_day_of_week__c). Guest profiles are split into Leads or ClientContacts per the customer's direction. We map Toast employee status to Bullhorn Candidate status and flag any employees marked as inactive in Toast for the customer's review before import.
Sandbox migration and reconciliation
We run a full migration into a Bullhorn Sandbox (provided by the customer) using production-like data volume. The customer's Bullhorn admin reconciles record counts (Candidates in, Time Entries in, Shifts in), spot-checks 25-50 random records against the Toast source, and verifies that custom fields are populated correctly. Any mapping corrections happen in the sandbox, not in production. The sandbox sign-off is required before we proceed to production migration.
Production migration and cutover
We run the production migration in dependency order: Candidate records first (with toast_employee_id__c set), then Activity records (Time Entries linked to Candidates via toast_employee_id__c lookup), then Custom Field records (Shift data on Candidates). Each phase emits a row-count reconciliation report. We freeze Toast writes during the cutover window and run a final delta migration of any records modified during the window. We enable Bullhorn as the system of record and deliver the unmapped object CSV exports (Orders, Payments, Menu Items, Inventory, Cash Management) to the customer's admin team. We do not rebuild Toast workflows or automations as Bullhorn workflows since no equivalent exists in the standard ATS.
Platform deep dives
Toast
Source
Strengths
Weaknesses
Bullhorn ATS & CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard HRMS migration. 1 of 7 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Toast and Bullhorn ATS & CRM.
Object compatibility
1 of 7 objects need a mapping; the rest are 1:1.
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
Toast: Global ~20 req/sec across all APIs; per-API limits also apply; rate limit headers returned in every response.
Data volume sensitivity
Toast 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
Pick a category, then your source and destination platforms.
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FAQ
Answers to the questions buyers ask most during Toast to Bullhorn ATS & CRM migration scoping. Not seeing yours? Book a call.
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