HRMS migration

Migrate from Jarvi to Bullhorn ATS & CRM

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

Jarvi logo

Jarvi

Source

Bullhorn ATS & CRM

Destination

Bullhorn ATS & CRM logo

Compatibility

83%

10 of 12

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

Complexity

BStandard

Timeline

4-7 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Jarvi to Bullhorn is a data-structure migration that requires careful object alignment across two distinct ATS-CRM models. Jarvi consolidates candidates and client contacts under a unified AI-native schema with built-in multichannel inbox; Bullhorn separates Candidates, ClientContacts, and ClientCorporations into distinct entities with a dedicated pipeline model tied to JobOrder records. We resolve the candidate-to-contact split (Jarvi stores some client profiles as candidate records), map Jarvi pipeline stages to Bullhorn JobOrder status values, and preserve the full activity timeline including LinkedIn InMail and WhatsApp threads as note records in Bullhorn. AI-generated candidate summaries from Jarvi land as custom text fields and are flagged for regeneration post-migration using Bullhorn's own AI tools. Bullhorn's three-tier edition model (Team, Corporate, Enterprise) determines which custom objects and workflow features are available at the destination, so we validate the target edition against the customer's custom field count and automation requirements before migration begins. Workflows, sequences, and automations do not migrate; we deliver a written inventory of these for the customer's Bullhorn admin to rebuild.

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

Jarvi logo

Jarvi

What's pushing teams away

  • Profile import updates from LinkedIn and other sources run on a scheduled basis (reportedly every 6 months for some imports), leaving candidate data stale between sync cycles and frustrating recruiters who need real-time information.
  • The Magic Reply AI feature and automated message variables lack polish—reviewers note that capitalization handling and multi-word field parsing in auto-generated messages produce awkward output requiring manual correction.
  • Some users report the platform still lacks certain advanced features present in larger competitors, and while the roadmap is active, feature gaps in reporting depth and advanced automation frustrate power users.

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 Jarvi objects map to Bullhorn ATS & CRM

Each row shows how a Jarvi 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.

Jarvi

Candidate

maps to

Bullhorn ATS & CRM

Candidate

1:1
Fully supported

Jarvi Candidate records map directly to Bullhorn Candidate. Standard fields (firstName, lastName, email, phone, status, source) map cleanly. The Jarvi AI agent's candidate summary lands as a custom text field (candidateSummary) on the Bullhorn Candidate record since Bullhorn does not store AI-generated summaries as native objects. We flag any candidates with a stale LinkedIn refresh date (older than 90 days) for optional re-enrichment before or after migration.

Jarvi

Contact

maps to

Bullhorn ATS & CRM

ClientContact

1:1
Fully supported

Jarvi Contact records (clients and prospects) map to Bullhorn ClientContact. Company association in Jarvi maps to the ClientCorporation lookup in Bullhorn. Communication history (LinkedIn, email, WhatsApp, Telegram) from Jarvi's unified inbox migrates as separate Note records in Bullhorn with a channel attribute field set to the source channel (LinkedIn, Email, WhatsApp, Telegram) so the origin is preserved even without Bullhorn's native threaded inbox.

Jarvi

Company

maps to

Bullhorn ATS & CRM

ClientCorporation

1:1
Fully supported

Jarvi Company records map to Bullhorn ClientCorporation (Bullhorn's Account equivalent for staffing). Firmographic data (industry, size, revenue tier) maps to corresponding Bullhorn fields. ClientCorporation is created before any ClientContact import so the lookup relationship is satisfied at the moment of contact insert.

Jarvi

Job

maps to

Bullhorn ATS & CRM

JobOrder

1:1
Fully supported

Jarvi Job postings map to Bullhorn JobOrder records. Each Job links to pipeline stages and associated Candidates. We extract the stage schema from Jarvi alongside each record and map Jarvi stage names to Bullhorn status values or a custom status picklist configured on the JobOrder Record Type. Job-to-candidate associations migrate as JobSubmission records in Bullhorn.

Jarvi

Pipeline Stages

maps to

Bullhorn ATS & CRM

JobOrder Status + Record Type

lossy
Mapping required

Jarvi allows custom pipeline stage definitions per job or per CRM deal. Stage names, ordering, and win/loss states vary by organization. We extract the full stage schema and create corresponding Bullhorn Record Types on JobOrder with custom status picklists that whitelist the migrated stage values. Probability percentages map to StageProbability if the customer wants weighted pipeline forecasting in Bullhorn.

Jarvi

Activities

maps to

Bullhorn ATS & CRM

Task + Event + Note

1:many
Fully supported

Jarvi stores all outreach actions (emails sent, LinkedIn messages, calls, meetings) as Activity records linked to a Contact or Candidate. We split these by type: calls become Task with TaskSubtype=Call; meetings become Event; LinkedIn InMail and WhatsApp messages become Note records with a custom channel field; standard emails become Task (SendEmail subtype) or Note depending on Bullhorn edition. Timestamps are preserved for activity timeline ordering.

Jarvi

Conversations

maps to

Bullhorn ATS & CRM

Note (per channel thread)

1:1
Mapping required

Jarvi threads messages across LinkedIn InMail, email, WhatsApp, Telegram, and SMS into a unified conversation view per Contact or Candidate. Bullhorn does not have a native threaded conversation object, so we export each thread as a series of Note records with a conversationId reference and a channel field. Thread ordering within a conversation is preserved by the note creation timestamp. This is the most content-intensive part of the migration and can require chunking for accounts with long conversation histories.

Jarvi

Custom Fields (Candidates)

maps to

Bullhorn ATS & CRM

Custom Fields on Candidate

1:1
Fully supported

Jarvi exposes a UUID-based Custom Fields API for both Candidates and Contacts supporting text, number, date, and dropdown types. We retrieve the full custom field schema before migration, map each field to a Bullhorn custom field by type (text maps to Short Text or Long Text, number to Numeric, date to Date), and configure the Bullhorn field via Admin > Field Mappings before record import. Bullhorn ATS edition limits custom fields per entity; we validate against the target edition during scoping.

Jarvi

Custom Fields (Contacts)

maps to

Bullhorn ATS & CRM

Custom Fields on ClientContact

1:1
Fully supported

Jarvi Contact custom fields map to Bullhorn ClientContact custom fields following the same type-mapping logic as candidate custom fields. If the customer's Jarvi Contacts include fields that reference Candidate-specific data (e.g., a rating applied by a recruiter), we separate those into a custom object or flag them for manual review post-migration because Bullhorn ClientContact and Candidate are distinct entities.

Jarvi

Attachments

maps to

Bullhorn ATS & CRM

Candidate Resume + ContentDocumentLink

1:1
Mapping required

Resumes, cover letters, and uploaded documents attach to Jarvi Candidate profiles as file references. We export the file metadata and reference URL alongside candidate records. Bullhorn stores resumes as a dedicated Candidate Resume object and other attachments as ContentDocument with ContentDocumentLink to the parent Candidate. We map the primary resume to Bullhorn's native resume parsing field and secondary attachments to ContentDocument.

Jarvi

AI Summaries

maps to

Bullhorn ATS & CRM

Custom Text Field on Candidate

1:1
Mapping required

Jarvi's AI agent generates candidate summaries and evaluations stored as linked data points on the candidate record. When migrating out of Jarvi, these summaries land as custom text fields on the Bullhorn Candidate record. If Bullhorn's AI tools (Amplify or a third-party partner) are licensed post-migration, the customer can regenerate summaries in Bullhorn. We flag this as an optional post-migration step rather than treating the summaries as native data that carries over cleanly.

Jarvi

Owner

maps to

Bullhorn ATS & CRM

User

1:1
Fully supported

Jarvi Owner records map to Bullhorn User records. We resolve owners by email match against the Bullhorn destination org's User table. Any Jarvi Owner without a matching Bullhorn User goes to a reconciliation queue. The customer's Bullhorn admin provisions missing Users (active or inactive depending on whether the original Jarvi user is still active). Migration cannot proceed past record import because OwnerId references are required on most standard Bullhorn objects.

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.

Jarvi logo

Jarvi gotchas

Medium

Profile import endpoint is unpaginated

Low

AI-generated profile summaries are not native objects

Medium

LinkedIn data freshness depends on sync schedule

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

  • Jarvi unpaginated profile endpoint requires chunked extraction

    The Jarvi API profiles endpoint returns all candidate records in a single response without pagination. During extraction, this means the entire candidate pool arrives as one payload, which can cause timeout or memory issues for large agencies with tens of thousands of candidates. We stream the response in chunks on our end and process in batches to avoid disruption. We flag expected record counts during scoping so the customer knows the volume before extraction begins and can coordinate any Jarvi-side API rate limit accommodations.

  • Bullhorn Custom Objects require Support ticket setup

    Bullhorn Custom Objects are not self-serve: they must be requested through Bullhorn Support with a Custom Object Setup spreadsheet listing entity type, field names, edit types, and required flags. Bullhorn ATS edition allows only 2 custom objects; Bullhorn Front Office Growth and Enterprise allow 10. We coordinate with the customer's Bullhorn admin to submit the setup request before migration data load begins, as custom object schema must exist in Bullhorn before any data can be written to it via API.

  • Jarvi LinkedIn data freshness does not carry forward

    Jarvi pulls candidate profile data from LinkedIn on a scheduled basis (reportedly every six months for auto-imports). Candidates enriched via manual LinkedIn lookups reflect their state at the time of last import rather than current activity. During migration scoping, we identify which candidates rely on LinkedIn data older than 90 days and offer an optional re-enrichment pass using ZoomInfo, Cognism, or another enrichment provider before the Bullhorn cutover. Bullhorn's own ZoomInfo and LinkedIn Recruiter integrations can refresh enriched data post-migration if the customer licenses them.

  • Jarvi multichannel conversation threads map to flat notes in Bullhorn

    Jarvi threads LinkedIn InMail, WhatsApp, Telegram, and SMS alongside email into a single searchable conversation view per Contact or Candidate. Bullhorn has no native equivalent threaded conversation object; communications log as separate Task, Event, or Note records. The conversation thread structure and message ordering are preserved by timestamps, but the conversational threading context is flattened. We document this as a functional difference and recommend that customers with complex conversation histories review the migrated notes for readability before going live.

  • Jarvi AI summaries are not native objects in Bullhorn

    Jarvi's AI agent produces candidate summaries, profile evaluations, and outreach suggestions stored as linked data points rather than standalone objects. When migrating to Bullhorn, these summaries land as custom text fields on the Candidate record. If the destination Bullhorn edition does not have a matching custom text field available (due to field limits per entity), we flag the orphaned AI data and offer a post-migration regeneration step using Bullhorn Amplify or another licensed AI tool. This is a known limitation of cross-platform AI data portability.

Migration approach

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

  1. Discovery and target edition validation

    We audit the source Jarvi instance across custom field schemas for Candidates and Contacts, pipeline stage definitions per Job, activity volume by channel (LinkedIn, email, WhatsApp, Telegram), attachment count, AI summary count, and Owner records. We pair this with a Bullhorn edition recommendation: Bullhorn Team ($99/mo per seat) covers basic candidate and contact management; Bullhorn Corporate ($199/mo) adds API access, custom fields, and workflows; Bullhorn Enterprise (custom pricing) is required if the customer needs more than 2 custom objects or advanced reporting dashboards. The discovery output is a written migration scope and a target edition validation against the customer's custom field and object count.

  2. Schema design and Bullhorn custom object setup coordination

    We design the destination schema in Bullhorn. This includes provisioning custom fields on Candidate, ClientContact, and ClientCorporation via Admin > Field Mappings; creating Record Types and status picklists on JobOrder for each Jarvi pipeline; and coordinating with Bullhorn Support to create any required Custom Objects via the Custom Object Setup spreadsheet. Schema is validated in a Bullhorn Sandbox first before any data is written. If the target Bullhorn edition limits custom objects to fewer than the customer's Jarvi schema requires, we surface this during scoping and recommend an edition upgrade or a field consolidation strategy.

  3. Sandbox migration and reconciliation

    We run a full migration into a Bullhorn Sandbox using production-like data volume. The customer's Bullhorn admin reconciles record counts (Candidates in, ClientContacts in, ClientCorporations in, JobOrders in, Notes/Activities in), spot-checks 25-50 random records against the Jarvi source, and signs off the schema and mapping before production migration begins. Any mapping corrections, field type adjustments, or conversation thread handling issues surface here, not in production.

  4. Owner reconciliation and User provisioning

    We extract every distinct Jarvi Owner referenced on Candidate, Contact, Job, and Activity records and match by email against the Bullhorn destination org's User table. Owners without a matching Bullhorn User go to a reconciliation queue. The customer's Bullhorn admin provisions any missing Users before record import resumes. Bullhorn requires that any OwnerId reference on a record resolves to an active or inactive User in the org; unresolvable owner references cause import failures.

  5. Production migration in dependency order

    We run production migration in record-dependency order: ClientCorporations (from Jarvi Companies), JobOrders (with Record Type and status picklist resolved), Candidates (with custom fields mapped), ClientContacts (with ClientCorporation lookup resolved), JobSubmissions linking Candidates to JobOrders, Activity history (Tasks, Events, Notes via Bullhorn REST API with chunking), Attachments and resumes, and Custom Objects last. Bullhorn's API rate limits are respected with exponential backoff. Each phase emits a row-count reconciliation report before the next phase begins.

  6. Cutover, validation, and automation rebuild handoff

    We freeze Jarvi 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 every Jarvi workflow, automation, and outreach sequence to the customer's Bullhorn admin. This inventory documents the trigger, conditions, actions, and recommended Bullhorn Automation or third-party equivalent. We support a one-week hypercare window for reconciliation issues. We do not rebuild Jarvi automations as Bullhorn workflows inside the migration scope; that is a separate engagement or an internal admin task.

Platform deep dives

Context on both ends of the pair

Jarvi logo

Jarvi

Source

Strengths

  • All-in-one ATS plus CRM eliminates the need for separate subscriptions, combining candidate tracking with client relationship management under one roof.
  • Built-in AI agent covers resume parsing, candidate matching, outreach drafting, and meeting note-taking at no additional cost per seat.
  • Native multichannel communication hub integrates LinkedIn (all license types), email, WhatsApp, and Telegram into a single searchable inbox.
  • Efficient data management and positive onboarding experience are cited by customers as reducing time-to-productivity for new users.
  • Modern interface with responsive customer support and a proactive product team with frequent feature releases.

Weaknesses

  • Profile updates from external sources (LinkedIn, resume imports) run on a scheduled cadence rather than real-time, potentially leaving candidate data outdated between sync windows.
  • Advanced automation capabilities and reporting depth trail those of larger enterprise ATS platforms, limiting appeal for high-volume agency operations.
  • AI-generated content (outreach messages, summaries) still requires human review and editing, particularly for edge cases in variable handling and tone.
  • Pricing transparency is limited; the site does not publish per-seat or tier pricing publicly, requiring a sales conversation to obtain a quote.
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 Jarvi 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

    Jarvi: Not publicly documented..

  • Data volume sensitivity

    B

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

Estimator

Estimate your Jarvi 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 Jarvi to Bullhorn ATS & CRM data migrations

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

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Most migrations land between four and seven weeks for accounts under 20,000 Candidates, 5,000 Contacts, and 2,000 Jobs with a clean custom field schema. Migrations with large conversation histories (over 300,000 LinkedIn, WhatsApp, and email thread records), multiple custom objects requiring Bullhorn Enterprise tier provisioning, or a complex Jarvi pipeline stage matrix move to ten to sixteen weeks because of conversation thread parsing, Bulk API chunking, and Bullhorn Custom Object Support coordination.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Jarvi.
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