HRMS migration

Migrate from Toast to Bullhorn ATS & CRM

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 logo

Toast

Source

Bullhorn ATS & CRM

Destination

Bullhorn ATS & CRM logo

Compatibility

83%

10 of 12

objects map 1:1 between Toast and Bullhorn ATS & CRM.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

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.

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

Toast logo

Toast

What's pushing teams away

  • Mandatory Toast payment processing with higher-than-average fees drives frustration, especially as restaurant volume grows and margins tighten.
  • Proprietary hardware and locked ecosystem prevent mixing Toast terminals with third-party processors, limiting flexibility when switching providers.
  • Contract termination fees are reported as costly and opaque, with limited-damages clauses that complicate exit negotiations.
  • Inconsistent customer support with reported delays and unhelpful responses creates frustration during critical operational issues.
  • SFTP-based data exports with a 7-day retention window create urgency and risk if restaurants do not pull exports promptly before switching.

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 Toast objects map to Bullhorn ATS & CRM

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

maps to

Bullhorn ATS & CRM

Candidate

1:1
Fully supported

Toast 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

maps to

Bullhorn ATS & CRM

User

1:1
Fully supported

Toast 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

maps to

Bullhorn ATS & CRM

Task (Activity)

1:1
Fully supported

Toast 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

maps to

Bullhorn ATS & CRM

Custom Fields on Candidate

lossy
Fully supported

Toast 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)

maps to

Bullhorn ATS & CRM

Lead or ClientContact

1:many
Fully supported

Toast 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

maps to

Bullhorn ATS & CRM

No equivalent in Bullhorn

1:1
Mapping required

Toast 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

maps to

Bullhorn ATS & CRM

No equivalent in Bullhorn

1:1
Fully supported

Toast 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

maps to

Bullhorn ATS & CRM

No equivalent in Bullhorn

1:1
Fully supported

Toast 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

maps to

Bullhorn ATS & CRM

No equivalent in Bullhorn

1:1
Mapping required

Toast 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

maps to

Bullhorn ATS & CRM

No equivalent in Bullhorn

1:1
Mapping required

Toast 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

maps to

Bullhorn ATS & CRM

No equivalent in Bullhorn

1:1
Fully supported

Toast 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

maps to

Bullhorn ATS & CRM

No equivalent in Bullhorn

1:1
Mapping required

Toast 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.

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.

Toast logo

Toast gotchas

High

Mandatory Toast payment processing is non-negotiable

High

SFTP export files are retained for only seven days

High

Proprietary hardware cannot be repurposed after switching

Medium

API rate limits restrict bulk export throughput

Medium

Hidden fees inflate apparent cost savings from switching

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

  • Toast SFTP exports auto-delete after seven days

    Toast delivers nightly data exports to a customer SFTP directory and auto-deletes files after seven days. We recommend initiating a full data export immediately upon engagement and pulling exports on a daily cadence during the migration window. We maintain our own archive of exported files beyond Toast's seven-day window. If the customer has not pulled exports before engagement begins, we request a fresh export cycle immediately and hold the files in our archive before they expire. Missing the export window means relying on API-based extraction which is rate-limited and less complete than the SFTP export.

  • Toast and Bullhorn have fundamentally different data models

    Toast is a restaurant POS and workforce management platform; Bullhorn is a staffing ATS and CRM. Most Toast objects (Orders, Payments, Menu Items, Modifiers, Tables, Checks, Cash Management, Inventory, Vendors) have no Bullhorn equivalent. This migration is scoped to the HR layer (Employees, Time Entries, Shifts) only. We are explicit about what does not migrate and provide CSV exports for unmapped objects so the customer has a record. Customers expecting a full data replica will be disappointed; we set this expectation during scoping.

  • Bullhorn shift and scheduling data requires custom fields

    Bullhorn does not have a native scheduling or shift management object. Toast Shifts cannot map to a standard Bullhorn field. We map them to custom fields on the Candidate record, which requires Bullhorn Front Office Growth or Enterprise tier. Bullhorn ATS and ATS Growth tiers do not support the custom object field count needed for full shift data. We verify the destination Bullhorn edition during scoping and recommend an upgrade to Front Office Growth if shift data preservation is required.

  • Toast API rate limits restrict bulk export throughput

    Toast enforces global rate limits (approximately 20 requests per second across all APIs) and per-API rate limits. Large restaurant groups with high employee counts and dense time entry histories may find API-based extraction requires pagination and backoff that extends the export timeline. We implement rate-limit-aware export pipelines with exponential backoff and parallelization across data types to maximize throughput within Toast's constraints.

  • Bullhorn Custom Objects are tier-gated and require support ticket to configure

    Bullhorn Custom Objects (up to 10 per entity, 55 fields each) are available only on Front Office Growth and Enterprise tiers. Bullhorn ATS and ATS Growth do not support custom objects. Additionally, Bullhorn requires a support ticket to create Custom Objects—they cannot be provisioned via the UI alone. We submit the Custom Object setup sheet to Bullhorn Support as part of the migration configuration phase. Lead time for Bullhorn Support Custom Object creation is typically 2-5 business days and must complete before migration data load begins.

Migration approach

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

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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

Context on both ends of the pair

Toast logo

Toast

Source

Strengths

  • Fully integrated POS, payment processing, and back-office management in a single cloud platform.
  • Restaurant-specific workflows including table management, kitchen display, and modifiers are purpose-built, not generic retail features.
  • Multi-location Enterprise module provides centralized menu sharing and consolidated reporting across restaurant groups.
  • Free Starter Kit tier enables small restaurants to adopt the platform without upfront cost.
  • Integrated online ordering, loyalty programs, and delivery aggregators reduce third-party software dependencies.

Weaknesses

  • Mandatory Toast payment processing cannot be replaced with a third-party processor, limiting rate negotiation.
  • Proprietary hardware only works with Toast's ecosystem, requiring full terminal replacement when switching providers.
  • Higher-than-average transaction fees compared to independent processors become a significant cost at scale.
  • Contracts include potentially costly early termination fees and limited-damages clauses.
  • Poor and inconsistent customer support is a recurring theme in user reviews, particularly for issue resolution.
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. 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 Toast and Bullhorn ATS & CRM.

  • 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

    Toast: Global ~20 req/sec across all APIs; per-API limits also apply; rate limit headers returned in every response.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Toast 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 Toast to Bullhorn ATS & CRM data migrations

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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Most migrations land between two and four weeks for straightforward employee data (under 5,000 records) with no custom scheduling requirements. Migrations with shift configurations requiring Custom Object setup, large Time Entry histories, or multi-location segmentation requiring separate Bullhorn Corporate entities move to six to ten weeks. The Bullhorn Custom Object creation lead time (2-5 business days via Bullhorn Support) is a dependency that can extend the timeline if not initiated early.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Toast.
Land in Bullhorn ATS & CRM, intact.

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