HRMS migration

Migrate from Apploi to Bullhorn ATS & CRM

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

Apploi logo

Apploi

Source

Bullhorn ATS & CRM

Destination

Bullhorn ATS & CRM logo

Compatibility

92%

11 of 12

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

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Apploi to Bullhorn is a platform-domain shift from a healthcare-vertical ATS with no public API to a staffing-focused ATS with a REST API and a mature ecosystem of implementation partners. Apploi, acquired by Viventium in January 2026, was purpose-built for healthcare hiring, onboarding, and shift scheduling; Bullhorn is the standard choice for staffing and recruiting agencies that need CRM depth, job-order management, and placement tracking. The primary migration challenge is Apploi's absence of a documented API, which requires us to coordinate with the customer's IT team on database-level exports or multi-step manual CSV generation before any data moves. We preserve healthcare credential data (CNA, RN, LPN license numbers and expiration dates) as Bullhorn custom fields mapped from Apploi's unstructured custom-field format. We do not migrate Apploi's onboarding task templates, shift-scheduling configuration, or job-board multi-posting settings; these are scoped separately for the customer's admin to rebuild in Bullhorn.

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

Apploi logo

Apploi

What's pushing teams away

  • Performance issues — reviewers report the system can freeze when archiving multiple candidates at once and that some pages require a browser refresh to reflect updated candidate statuses.
  • Hard-coded application statuses limit how far facilities can customize the hiring pipeline, frustrating teams that need non-standard stage definitions.
  • Pricing is sales-led and opaque — no published tiers or free trial means evaluators cannot compare cost against competing ATSes without entering a sales cycle.
  • Onboarding complexity — advanced settings and technical terminology feel overwhelming on first use, and reviewers ask for a more guided initial setup experience.
  • Limited candidate awareness of the Apploi brand means most applicants arrive through partner job boards rather than direct Apploi traffic, reducing the value of branded career pages for unknown employers.

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 Apploi objects map to Bullhorn ATS & CRM

Each row shows how a Apploi 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.

Apploi

Job Posting

maps to

Bullhorn ATS & CRM

JobOrder

1:1
Fully supported

Apploi Job records (title, description, location, department, employment type, job-board posting associations) map directly to Bullhorn JobOrder. The Apploi job status (Active, Paused, Closed) maps to Bullhorn JobOrder status. Apploi's multi-job-board posting configuration is account-level setting data, not job-record data, and does not migrate; we document the posting configuration for the customer's Bullhorn admin to re-enter in Bullhorn's job-distribution settings.

Apploi

Candidate

maps to

Bullhorn ATS & CRM

Candidate

1:1
Fully supported

Apploi Candidate records map to Bullhorn Candidate. We preserve firstName, lastName, email, phone, address, employmentHistory, and education. Apploi's healthcare credential custom fields (CNA, RN, LPN license numbers and expiration dates) are extracted during the data-pull phase with their original field names and formats, then mapped to Bullhorn custom fields on the Candidate record. We flag each credential field for manual validation against the original license documentation because Apploi's custom-field formats vary by customer configuration and may contain mis-typed or expired values.

Apploi

Application

maps to

Bullhorn ATS & CRM

JobOrder (Candidate association)

1:1
Fully supported

Apploi Application records link a Candidate to a Job and capture status transitions (Applied, Screening, Interview, Offer, Hired, Rejected) with timestamps. Bullhorn does not have a native Application object; candidate-job associations are tracked via the JobOrder's candidate list and the Candidate's job submission history. We migrate the Application status history as a series of Task records on the Candidate with dates and status labels, preserving the pipeline timeline for audit and reporting purposes.

Apploi

Offer

maps to

Bullhorn ATS & CRM

Opportunity

1:1
Fully supported

Apploi Offer records (compensation details, start date, offer status) map to Bullhorn Opportunity records. The Apploi Offer's linked Job maps to Bullhorn JobOrder; the Apploi Offer's linked Candidate maps to Bullhorn Candidate. Compensation fields (salary, bonus, equity) migrate to Opportunity fields; if the Apploi configuration uses non-standard compensation fields, we map them to custom Opportunity fields that we create during the Bullhorn schema-setup phase.

Apploi

Onboarding Task

maps to

Bullhorn ATS & CRM

Custom Object or Note

1:1
Fully supported

Apploi onboarding task records track pre-hire compliance items (I-9, background check, credential verification, new-hire paperwork) linked to a hired Candidate. Bullhorn has Bullhorn Onboarding (formerly Able) as a separate module for this purpose, but it is not part of the standard ATS migration scope. We migrate onboarding task records as Bullhorn custom object instances or as Note records on the Candidate, including task name, due date, completion status, and associated compliance document reference.

Apploi

Employee Record

maps to

Bullhorn ATS & CRM

Placement

1:1
Fully supported

Apploi Employee records (created after hire) include hire date, job title, department, and employment status. Bullhorn captures hired employees as Placement records, which link a Candidate (as the placed individual) to a JobOrder (as the job filled) and include start date, end date, pay rate, and placement status. We migrate Apploi Employee data into Bullhorn Placement records, creating the Placement after both the Candidate and JobOrder have been imported.

Apploi

Healthcare Credential (CNA, RN, LPN)

maps to

Bullhorn ATS & CRM

Custom Field on Candidate

lossy
Fully supported

Apploi stores certifications and license numbers as custom fields on Candidate or Employee records with no standardized schema. We extract every distinct credential field name during scoping, map each to a Bullhorn custom field (text for license number, date for expiration, picklist for credential type), and create the custom fields via Bullhorn Field Mappings during the schema-setup phase. The mapping document flags each credential for manual post-migration validation against the original license documentation to catch expired or mis-typed entries that Apploi's custom-field format does not enforce.

Apploi

Interview Scorecard

maps to

Bullhorn ATS & CRM

Note or ContentDocument

1:1
Fully supported

Apploi interview evaluations and scorecards are stored as attachments or notes within the Application record. We export these as files or structured notes during the Apploi data pull, then import them into Bullhorn as Note records or ContentDocument attachments linked to the Candidate. The evaluation date, interviewer name, and rating summary migrate as metadata fields on the Note.

Apploi

Shift Schedule (current and upcoming)

maps to

Bullhorn ATS & CRM

Not Migrated

1:1
Fully supported

Apploi's shift scheduling module retains only active and recently completed schedules; historical shift data is purged on a rolling basis and is not available for export. Bullhorn Onboarding (formerly Able) handles scheduling separately and does not import Apploi shift data. We scope only current and upcoming schedules as Note records on the Employee (mapped to Placement) if the customer requests it, but we warn that historical schedule data will not transfer. The customer's Bullhorn admin rebuilds the schedule template in Bullhorn Onboarding post-migration.

Apploi

Job Board Integration Configuration

maps to

Bullhorn ATS & CRM

Not Migrated

1:1
Fully supported

Apploi's multi-job-board posting configuration (Indeed, ZipRecruiter, LinkedIn) is stored as account-level settings rather than as candidate or job data. We do not migrate job-board credentials, posting history, or distribution settings. We deliver a written inventory of the Apploi job-board integrations in use so the customer's Bullhorn admin can configure the equivalent integrations in Bullhorn's job-distribution settings.

Apploi

Candidate Owner

maps to

Bullhorn ATS & CRM

User

1:1
Fully supported

Apploi records are assigned to Apploi users (recruiters, hiring managers). Bullhorn's ATS stores owner assignment as OwnerId on Candidate, JobOrder, and Opportunity referencing the Bullhorn User table. We match Apploi owner email addresses to Bullhorn User records during migration. Owners without a matching Bullhorn User go to a reconciliation queue for the customer's Bullhorn admin to provision before the relevant record phase runs.

Apploi

Custom Objects

maps to

Bullhorn ATS & CRM

CustomObject1s through CustomObject10s

1:1
Fully supported

If the Apploi instance contains customer-specific custom objects (beyond standard credential fields), we map them to Bullhorn CustomObject entities. Bullhorn custom objects must be initially created via a Bullhorn Support ticket before the REST API can access them; we coordinate this during the schema-design phase. Each Apploi custom object maps to a Bullhorn custom object with equivalent field types, and lookup relationships to standard Bullhorn entities (Candidate, JobOrder) are preserved via Bullhorn's custom object foreign-key references.

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.

Apploi logo

Apploi gotchas

High

Apploi has no public API for data export

Medium

Historical shift schedule data is not retained

Medium

Healthcare credential data is stored as unstructured custom fields

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

  • Apploi has no public API for data export

    Apploi does not publish API endpoints or developer documentation for programmatic data extraction. We cannot pull Candidates, Applications, Jobs, or Offers via API calls. During scoping, we identify whether the customer has database read access to the Apploi-managed database or whether migration relies on manual CSV exports from the Apploi admin interface. CSV exports may not include all historical records, custom fields, or application status transitions. We coordinate with the customer's IT team and Apploi account representative during the data-pull phase and advise customers to request a full Apploi data export as early as possible in the migration window because Apploi-managed pulls require lead time.

  • Healthcare credential data has no standardized Apploi schema

    Certifications (CNA, RN, LPN), license numbers, and expiration dates are stored as Apploi custom fields on Candidate or Employee records rather than in a dedicated credential object. Field names and data formats vary by customer configuration, and Apploi does not enforce license-format validation. We extract every distinct credential field during the Apploi data pull, map each to a Bullhorn custom field during schema setup, and flag each one for manual post-migration validation against the original license documentation. Migrations that skip this validation step risk importing expired or incorrectly typed license numbers into Bullhorn, creating compliance risk for healthcare employers.

  • Bullhorn custom objects require Support ticket setup before API access

    Bullhorn's custom objects (CustomObject1s through CustomObject10s) must be initially provisioned by Bullhorn Support before they are accessible via the REST API. Unlike standard Bullhorn entities (Candidate, JobOrder), which are available immediately upon account activation, custom objects require a separate setup ticket. We file this ticket during the schema-design phase and wait for Bullhorn Support confirmation before building the migration scripts that target custom object endpoints. This adds 3-7 business days to the pre-migration timeline and is outside FlitStack AI's control.

  • Bullhorn Onboarding is a separate product from Bullhorn ATS

    Bullhorn Onboarding (formerly Able) is a separate product module that handles new-hire paperwork, I-9 verification, onboarding task templates, and employee scheduling. It is not included in a standard Bullhorn ATS license and requires a separate contract. Apploi onboarding task records do not migrate natively into Bullhorn Onboarding because the data models are different. We migrate Apploi onboarding tasks as Bullhorn Note records or custom object instances on the Candidate, and we deliver a written recommendation for Bullhorn Onboarding setup if the customer does not already license it.

  • Apploi shift scheduling history is permanently purged

    Apploi's shift scheduling module stores only active and recently completed schedules. Historical shift data, including past schedule periods, overtime summaries, and shift-swapping history, is purged on a rolling basis and is not available for export regardless of the extraction method used. We warn customers during scoping that historical schedule data will not transfer. We scope only current and upcoming schedules as Note records on the Placement if requested, and we advise the customer to document any scheduling templates before the Apploi account closes.

Migration approach

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

  1. Discovery and Apploi data-export coordination

    We audit the Apploi instance across Jobs, Candidates, Applications, Offers, Employee records, custom credential fields, and any customer-specific custom objects. The primary constraint is Apploi's absence of a public API. We identify whether the customer has database read access to the Apploi-managed database, whether Apploi's account team can provide a managed data export, or whether migration relies on manual CSV exports from the Apploi admin interface. We advise requesting the Apploi data export at the earliest opportunity because Apploi-managed pulls require lead time. We also confirm Bullhorn tier (Team at $99/month, Corporate at $199/month with API access and custom fields, or Enterprise with advanced reporting) and file the Bullhorn Support ticket for any required custom object provisioning.

  2. Schema design and Bullhorn custom field provisioning

    We design the Bullhorn destination schema based on the Apploi data-export. This includes mapping Apploi Jobs to Bullhorn JobOrder, Apploi Candidates to Bullhorn Candidate, Apploi Offers to Bullhorn Opportunity, and Apploi Employee records to Bullhorn Placement. For healthcare credential data, we create Bullhorn custom fields (text for license numbers, date for expiration, picklist for credential type) via Bullhorn Field Mappings. For any Apploi custom objects, we confirm that the Bullhorn Support ticket has provisioned the required custom object slots, then design the field types and lookup relationships. All schema work is validated in a Bullhorn Sandbox before production migration begins.

  3. Credential-field extraction and Apploi data pull

    We coordinate the Apploi data pull with the customer's IT team or Apploi account representative. We extract CSV exports for Jobs, Candidates, Applications, Offers, and Employee records, and we capture the complete list of Apploi custom field names associated with each object. Healthcare credential fields (CNA, RN, LPN, license numbers, expiration dates) are extracted with their original Apploi field names and data formats so that we can build a precise field-mapping document. Any Apploi data that requires Apploi-managed export (rather than admin-CSV) is flagged as a dependency in the project schedule.

  4. Sandbox migration and reconciliation

    We run a full migration into a Bullhorn Sandbox using the extracted Apploi data. The customer's Bullhorn admin and recruiting lead reconcile record counts (Candidates in, Jobs in, Placements in), spot-check 25-50 migrated records against the Apploi source data, and validate that healthcare credential fields appear correctly in Bullhorn. Any field-mapping corrections, custom field creation gaps, or data-quality issues (expired licenses, missing required fields) are resolved here before the production migration begins. Bullhorn Support resolution of custom object tickets is confirmed during this phase.

  5. Owner reconciliation and User provisioning

    We extract every distinct Apploi user referenced as an owner on Candidates, Jobs, Offers, and Applications and match by email against the Bullhorn destination org's User table. Apploi users without a matching Bullhorn User record go to a reconciliation queue. The customer's Bullhorn admin provisions any missing Users in Bullhorn before record import resumes. Migration cannot proceed past this step because Bullhorn requires a valid OwnerId on most standard entities.

  6. Production migration in dependency order

    We run production migration in record-dependency order: Bullhorn Users (validated from step 5), JobOrder (from Apploi Jobs), Candidate (with credential custom fields created in step 2), Placement (from Apploi Employees, requiring Candidate and JobOrder to exist first), Opportunity (from Apploi Offers, requiring Candidate and JobOrder), Application status history (as Task records on Candidate), and custom objects (last, with lookups to standard Bullhorn entities resolved). Each phase emits a row-count reconciliation report before the next phase begins. We use Bullhorn's REST API with rate-limit handling and exponential backoff for all standard entity imports.

  7. Cutover, validation, and inventory handoff

    We freeze Apploi 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 a written inventory of Apploi onboarding task templates, shift-scheduling configurations, and job-board integration settings for the customer's Bullhorn admin to rebuild. Bullhorn Onboarding setup is recommended as a separate scope if the customer does not already license it. We support a one-week hypercare window for reconciliation issues. We do not rebuild Apploi onboarding templates as Bullhorn Onboarding workflows within the migration scope.

Platform deep dives

Context on both ends of the pair

Apploi logo

Apploi

Source

Strengths

  • Industry-specific hiring workflow built for healthcare employers with compliance checkpoints
  • Integrated multi-job-board posting to Indeed, ZipRecruiter, and major healthcare job sites in one step
  • Automated onboarding task templates for common healthcare roles (CNAs, nurses, administrative staff)
  • AI-assisted candidate matching and pre-screening for high-volume healthcare hiring
  • Branded career page builder with quick-apply and one-click application options

Weaknesses

  • No publicly documented API—migrations rely on database exports or manual CSV extraction
  • Limited applicant filtering options, particularly the inability to filter candidates by demographic criteria
  • Pricing is opaque and requires a sales contact—difficulty evaluating cost before committing
  • Customer support responsiveness varies significantly by plan tier
  • Limited native integrations with payroll and benefits platforms outside of healthcare-specific tools
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 Apploi and Bullhorn ATS & CRM.

B

Overall complexity

Standard migration

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

  • Object compatibility

    A

    All 7 core objects map 1:1 between Apploi 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

    Apploi: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Apploi 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 Apploi to Bullhorn ATS & CRM data migrations

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

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Most migrations land between three and five weeks for accounts with under 5,000 Candidates, 500 Jobs, and no complex custom credential objects. Migrations with large application histories (over 20,000 Application records), multiple healthcare credential fields, or an active-employee count over 1,000 move to seven to twelve weeks because of the Apploi data-pull coordination, credential-field validation, and the Bullhorn Support custom-object setup timeline. Apploi has no public API, which adds one to three weeks of scoping and extraction time before migration scripts can be built.

Adjacent paths

Related migrations to explore

Ready when you are

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