HRMS migration

Migrate from TalentRecruit to Recruit CRM & ATS

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

TalentRecruit logo

TalentRecruit

Source

Recruit CRM & ATS

Destination

Recruit CRM & ATS logo

Compatibility

100%

10 of 10

objects map 1:1 between TalentRecruit and Recruit CRM & ATS.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from TalentRecruit to Recruit CRM is a migration between two applicant tracking systems with different API access models and configuration philosophies. TalentRecruit lacks public API documentation and relies on vendor-assisted bulk exports, while Recruit CRM provides a documented REST API with a dedicated data-migration team that accepts CSV and structured backup imports. We coordinate the export phase with TalentRecruit's implementation team, replay the customer's per-tenant stage sequence into Recruit CRM's pipeline configuration, and preserve candidate tags as custom label fields. We do not migrate workflow automations, ERIKA AI sourcing configurations, or background-screening integrations as code; we deliver a written inventory of these for the customer's admin to rebuild in Recruit CRM's workflow builder.

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

TalentRecruit logo

TalentRecruit

What's pushing teams away

  • Recurring performance degradation and slow load times during peak hiring periods, especially when generating reports or navigating large candidate pools, disrupt daily productivity.
  • Advanced workflow customizations and API-level integrations are limited compared to other enterprise ATS platforms, forcing teams to implement workarounds for specific reporting or automation needs.
  • Steep learning curve for advanced features beyond basic configuration means new recruiters require significant onboarding time before becoming productive.

Choosing

Recruit CRM & ATS logo

Recruit CRM & ATS

What's pulling them in

  • Agencies choose Recruit CRM for its full customizability — pipelines, stages, and fields can be tailored to any recruitment workflow without developer involvement.
  • Small teams value the built-in CRM and ATS combined in one subscription, eliminating the need to purchase and sync separate systems.
  • The Chrome extension for one-click LinkedIn profile collection streamlines candidate sourcing and reduces manual data entry for recruiters.
  • Responsive customer support with fast issue resolution is consistently cited as a reason teams stick with the platform long-term.
  • Automation options including email sequences and workflow triggers allow recruitment agencies to reduce repetitive manual outreach tasks.

Object mapping

How TalentRecruit objects map to Recruit CRM & ATS

Each row shows how a TalentRecruit object lands in Recruit CRM & ATS, including any object-level transformations, lookup resolution, or schema-design dependencies.

Typical mapping — final map is confirmed during the sample migration step.

TalentRecruit

Candidate

maps to

Recruit CRM & ATS

Candidate

1:1
Fully supported

TalentRecruit candidate profiles (contact information, work history, education, skills, resume file references) map directly to Recruit CRM Candidate records. We extract the complete profile including any parsed resume data and re-apply it as structured fields. Raw resume files migrate as attachments to the candidate record. Skills and competency tags from TalentRecruit's tag vocabulary re-apply as Recruit CRM's custom label fields or native candidate tags.

TalentRecruit

Job / Requisition

maps to

Recruit CRM & ATS

Job

1:1
Fully supported

TalentRecruit job records (title, description, department, location, hiring manager, opening count) map to Recruit CRM Job records. Stage configuration and approval chain settings require mapping to Recruit CRM's pipeline stage definitions, which are configured at the system level. We capture the customer's full stage sequence during discovery and apply it to the destination pipeline before candidate migration begins.

TalentRecruit

Application

maps to

Recruit CRM & ATS

Candidate Job Application

1:1
Fully supported

Each TalentRecruit application links a candidate to a job with a current stage and stage-transition timestamps. We map the stage name and transition history to Recruit CRM's application record, preserving the application date and current status. Stage timestamps migrate as structured date fields for pipeline reporting at the destination.

TalentRecruit

Interview / Evaluation

maps to

Recruit CRM & ATS

Interview

1:1
Fully supported

Interview records include scheduled datetime, interviewer panel, calendar references, and scorecard feedback. Scorecard templates vary per TalentRecruit tenant, so we flatten the structured scorecard data into Recruit CRM's interview record with custom fields for each评分维度. Free-text feedback migrates as a note or description field. Calendar integration references do not transfer and require re-configuration in Recruit CRM's calendar settings.

TalentRecruit

Job Posting

maps to

Recruit CRM & ATS

Job Posting

1:1
Fully supported

Posting records track which job boards and career pages a requisition was published to, along with posting date and status per channel. We export the posting manifest as a structured list and re-apply it as Recruit CRM job publishing records. Channel-specific posting credentials and authentication tokens do not transfer and must be re-configured in Recruit CRM's integrations settings.

TalentRecruit

Assessment Result

maps to

Recruit CRM & ATS

Assessment

1:1
Fully supported

Assessment scores and test results stored as linked records against an application migrate to Recruit CRM's Assessment records linked to the candidate job application. We export the score, assessment type, and completion timestamp. Proprietary third-party assessment vendor formats are not transformed; we flag these records for manual re-entry or re-assessment at the destination.

TalentRecruit

Offer Letter

maps to

Recruit CRM & ATS

Offer

1:1
Fully supported

Offer records include salary, benefits summary, start date, and approval status. We export structured offer fields and flag whether a signed document attachment exists. Document files migrate as attachments to the offer record in Recruit CRM. Approval chain status resets to pending at the destination unless the customer specifically requests re-approval workflows to be pre-configured.

TalentRecruit

Onboarding Record

maps to

Recruit CRM & ATS

Onboarding Checklist

1:1
Fully supported

Onboarding documents, task checklists, and completion status linked to the hired application migrate as Recruit CRM onboarding checklist items. We export the checklist structure and completion state; completed state resets at the destination as is standard across ATS migrations. New hire documentation files migrate as attachments.

TalentRecruit

User / Role

maps to

Recruit CRM & ATS

User

1:1
Fully supported

TalentRecruit user accounts, role assignments, and team membership are exportable. We map roles to equivalent Recruit CRM permission groups. Users must be re-provisioned at the destination with fresh login credentials; we export the permission matrix and role definitions as a configuration document for the customer's admin to rebuild. Active versus inactive status is preserved in the documentation for provisioning decisions.

TalentRecruit

Tag / Label

maps to

Recruit CRM & ATS

Custom Label / Tag

1:1
Fully supported

Candidate and application tags stored as flat label arrays in TalentRecruit export as structured tag lists. We re-apply them as Recruit CRM custom label fields or native candidate tags, preserving the full tag vocabulary. Tag metadata (tag creation date, associated user) does not transfer; only the tag labels are migrated.

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.

TalentRecruit logo

TalentRecruit gotchas

High

No public API documentation means data export requires vendor involvement

Medium

Performance slowdowns during bulk operations and reporting

Medium

CV parsing delays can leave resume data incomplete at export time

Medium

Custom stage and workflow configurations vary per tenant

Recruit CRM & ATS logo

Recruit CRM & ATS gotchas

High

API rate limits are license-scaled and can throttle bulk migration

Medium

Custom field schemas vary per organization and require field-level mapping

Medium

Files and email attachments require separate extraction and re-upload

Low

Email sequences and automation logic do not transfer between platforms

Pair-specific challenges

  • TalentRecruit export requires vendor coordination

    TalentRecruit does not publish API documentation, and direct programmatic read access is not available through a standard developer portal. We coordinate with TalentRecruit's implementation or support team to obtain data exports via their internal tooling or bulk-export feature. Customers should confirm export scope and format in the discovery phase to avoid discovering mid-migration that certain record types (such as background-screening references or proprietary assessment data) are not included in the standard export package. This coordination adds two to four weeks to the overall timeline compared to migrations from platforms with public APIs.

  • Per-tenant pipeline stages lack a universal mapping

    TalentRecruit allows organizations to configure pipeline stages, approval workflows, and custom fields per job type or department, meaning there is no universal schema. We capture the customer's complete stage sequence and field taxonomy during discovery and map each stage to an equivalent Recruit CRM pipeline stage. Any TalentRecruit custom fields that cannot be natively represented in Recruit CRM are flagged as re-entry candidates or documented for custom field creation before production migration. Skipping this step results in mismatched pipeline stages that break downstream reporting.

  • CV parsing delays can produce incomplete resume data

    Users report occasional delays in parsing uploaded CVs into structured candidate profiles in TalentRecruit. If an export is triggered shortly after a high-volume upload period, some candidate profiles may have incomplete resume-extraction data with missing work history or education fields. We flag records with missing parsed fields and re-import the raw resume file directly into Recruit CRM's candidate record to fill structural gaps. This adds a verification step but ensures candidate profiles are complete at the destination.

  • Performance slowdowns during bulk export can truncate data

    Multiple G2 reviews report slow system performance in TalentRecruit during peak usage and when generating reports. We schedule data extraction during off-peak hours to minimize contention. For large candidate databases exceeding 10,000 records, we chunk exports to avoid triggering throttling or timeout errors that could result in incomplete record sets. The customer should plan for a freeze on TalentRecruit write operations during the final export pass to ensure data consistency.

  • Workflows, automations, and ERIKA AI settings do not migrate

    TalentRecruit's workflow stages, approval chains, and ERIKA AI sourcing and engagement automation configurations are tenant-specific and stored in ways that cannot be directly mapped to Recruit CRM equivalents. We do not migrate these as code. We deliver a written inventory of every TalentRecruit automation (workflow triggers, approval conditions, ERIKA engagement sequences) with a description of each and a recommendation for rebuilding in Recruit CRM's workflow builder. The customer's admin or a Recruit CRM implementation partner handles the rebuild post-migration.

Migration approach

Six steps for a successful TalentRecruit to Recruit CRM & ATS data migration

  1. Export coordination and discovery

    We initiate contact with TalentRecruit's implementation or support team to request a bulk data export. The export package includes candidate profiles, job requisitions, application records, interview evaluations, job postings, assessment results, offer letters, onboarding records, user accounts, and tags. We simultaneously audit the customer's TalentRecruit tenant for per-job stage configurations, custom field taxonomy, and active workflow definitions. This phase produces a written export scope confirmation and a preliminary field mapping document that identifies any record types TalentRecruit cannot include in the standard export.

  2. Stage sequence capture and Recruit CRM pipeline configuration

    We document the complete pipeline stage sequence from TalentRecruit, including any per-department or per-job-type variations. In Recruit CRM, we configure pipeline stages to match the customer's workflow, creating any custom stages required by the source configuration. We also create any custom fields identified during discovery that do not yet exist in the Recruit CRM destination tenant. The customer validates the pipeline configuration before candidate data migration begins.

  3. Staging migration and reconciliation

    We load the TalentRecruit export into a staging environment and run a full record-level reconciliation against the source. This includes candidate count verification, application-to-job linkage validation, interview-to-candidate mapping, and tag vocabulary comparison. We identify duplicate records, incomplete resume-parsing entries, and any records with missing required fields. The customer reviews a sample of 25-50 records across object types and signs off on the staging data before production migration begins.

  4. Production migration in dependency order

    We run production migration in record-dependency order: Jobs first (they are the parent of applications), then Candidates, then Applications (with JobId resolved), then Interviews, then Assessments, Offers, Onboarding records, and finally Tags. Each phase emits a row-count reconciliation report that we compare against the source extract. We handle the CV parsing gap by re-importing raw resume files for any candidate record flagged during staging as having incomplete parsed data.

  5. Cutover, validation, and automation inventory delivery

    We freeze TalentRecruit write operations during the final cutover window, run a delta migration of any records modified during the migration window, then mark Recruit CRM as the system of record. We deliver the written automation inventory document covering TalentRecruit workflow definitions, approval chain configurations, and ERIKA AI engagement settings. We support a one-week hypercare window where we resolve any record-level issues raised by the recruiting team. We do not rebuild TalentRecruit automations as Recruit CRM workflows inside the migration scope; that work is documented separately for the customer's admin team.

Platform deep dives

Context on both ends of the pair

TalentRecruit logo

TalentRecruit

Source

Strengths

  • End-to-end hiring lifecycle management from requisition through onboarding in one platform
  • High-volume CV processing capability suited for campus and enterprise hiring campaigns
  • Configurable workflow stages and approval chains per job or department
  • Built-in AI assistant (ERIKA) for candidate sourcing and engagement automation
  • SOC 2 Type II, GDPR, and DPDP compliance for enterprise security requirements

Weaknesses

  • No publicly documented API; integrations rely on undocumented endpoints or vendor-assisted exports
  • Performance degrades during high-traffic periods and report generation
  • Advanced customizations and workflow modifications require vendor support
  • Steeper learning curve for non-standard hiring processes and advanced features
  • Custom reporting capabilities are limited, often requiring workarounds
Recruit CRM & ATS logo

Recruit CRM & ATS

Destination

Strengths

  • Fully customizable pipelines, stages, and fields without requiring developer involvement
  • Combines recruitment CRM and ATS in one subscription for staffing agencies and small teams
  • Built-in email sequences and automation reduce manual outreach work
  • Chrome extension enables one-click LinkedIn profile collection directly into the CRM
  • Responsive customer support cited across multiple reviews with fast resolution times

Weaknesses

  • Several features are gated as paid add-ons rather than included in the base subscription
  • Email functionality has been reported as unreliable by multiple users
  • Interface occasionally lags during high-activity periods in large pipelines
  • Pricing is considered higher than comparable recruitment CRMs by some customers
  • Limited native reporting — users request pre-made report exports rather than manual data pulls

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 TalentRecruit and Recruit CRM & ATS.

  • 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

    TalentRecruit: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your TalentRecruit to Recruit CRM & ATS 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 TalentRecruit to Recruit CRM & ATS data migrations

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

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Most migrations land between two and four weeks for accounts under 10,000 candidates and 500 jobs with a standard stage configuration. Migrations above 10,000 candidates, with multiple pipeline configurations, complex interview evaluation histories, or per-tenant custom field taxonomics that require manual mapping in Recruit CRM's import UI extend to four to eight weeks. The primary variable is TalentRecruit's vendor coordination timeline for the bulk export, which adds two to four weeks compared to migrations from platforms with public APIs.

Adjacent paths

Related migrations to explore

Ready when you are

Move from TalentRecruit.
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