HRMS migration
Field-level mapping, validation, and rollback between Talent Clue and Recruit CRM & ATS. We move data and schema; workflows are rebuilt natively in Recruit CRM & ATS.
Talent Clue
Source
Recruit CRM & ATS
Destination
Compatibility
9 of 11
objects map 1:1 between Talent Clue and Recruit CRM & ATS.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Moving from Talent Clue to Recruit CRM is an ATS-to-ATS-plus-CRM migration within the recruitment space. Talent Clue structures hiring around vacancies and candidates; Recruit CRM adds an agency-client relationship layer (Contacts, Clients, Job Orders) on top of standard ATS objects. The primary technical constraint is that Talent Clue publishes no documented REST API, so we extract via manual CSV or Excel exports chunked per job or date range and merged into a complete dataset. We preserve candidate-stage history, scorecards, and talent pool records, but we flag pipeline stage labels and custom field definitions that require manual definition during discovery because they do not appear in the dashboard export. We do not migrate Talent Clue workflows, automation rules, or hiring reports; we deliver a written inventory of these for the customer's admin to rebuild in Recruit CRM. GDPR erasure requests executed in Talent Clue before migration permanently destroy records with no recovery path.
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 Talent Clue 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.
Talent Clue
Candidate
Recruit CRM & ATS
Candidate
1:1Talent Clue candidate records (contact details, source channel, current pipeline stage, and scorecard data) map directly to Recruit CRM Candidate records. The mapping preserves the full candidate profile including any embedded notes and ratings. Custom properties on the candidate object require field-level mapping during discovery because Talent Clue's dashboard export does not include custom field definitions by default. We request the full custom field list during the scoping call and store unmapped fields as Recruit CRM custom properties.
Talent Clue
Job
Recruit CRM & ATS
Job
1:1Talent Clue job postings (title, description, department, location, and publishing status) map to Recruit CRM Job records. The job status from Talent Clue (published, draft, archived) maps to Recruit CRM's publish or draft state. Department and location transfer to Recruit CRM's department and location fields. Active and archived vacancies export separately and import as active or archived in Recruit CRM according to the original status.
Talent Clue
Application
Recruit CRM & ATS
Candidate Applied to Job
1:1Each Talent Clue application links a candidate to a specific job and records the submission date and current pipeline stage. We preserve the candidate-to-job association and the stage history as a structured log or custom field in Recruit CRM. The original application submission timestamp transfers as a custom date field to preserve sourcing attribution. We flag any application records where the associated candidate or job is missing from the export and report them in the validation report.
Talent Clue
Talent Pool
Recruit CRM & ATS
Talent Pool or Candidate Database
1:1Talent Clue's talent pool is a persistent candidate database independent of any specific vacancy. We export all pool records and map them to Recruit CRM's talent pool feature (if available in the customer's edition) or to candidate records tagged with a talent-pool source flag. We apply the same custom field mapping rules to pool candidates as to direct applicants. We confirm the destination talent pool configuration during discovery because not all Recruit CRM plans expose a separate talent pool object.
Talent Clue
Pipeline Stage
Recruit CRM & ATS
Pipeline Stage
lossyTalent Clue defines configurable pipeline stages per job or globally. We extract the stage labels and sequence from the customer's configuration and translate them to Recruit CRM's stage model. Custom stage names (for example, pre-screening rounds or technical interview stages) may not have direct equivalents in Recruit CRM's default pipeline, so we create custom stage values or map to the nearest standard stage and note the deviation. Stage order is preserved. Stage probability values transfer where the destination supports custom probability mapping.
Talent Clue
Evaluation / Scorecard
Recruit CRM & ATS
Scorecard or Custom Field on Candidate
1:1Talent Clue evaluation forms capture interviewer ratings and free-text feedback against candidates. We export structured scorecard data (rating fields, overall score, interviewer name, date) and map them to Recruit CRM's scorecard fields if available, or to a structured set of custom fields on the candidate record. Free-text comments transfer as notes attached to the candidate. If Recruit CRM uses a different evaluation schema, we store evaluation data as custom fields in a consistent field order and document the original evaluation structure for the customer's admin.
Talent Clue
Interview
Recruit CRM & ATS
Interview / Activity
1:1Talent Clue interview records include scheduled time, interviewer, and outcome. We export scheduling data and outcome flags. Recruit CRM tracks interviews as activities on the candidate record. We map the interview date, time, interviewer (mapped to a Recruit CRM user by email), location or meeting link, and outcome (selected, rejected, pending) as structured fields. Interview notes from Talent Clue transfer as activity notes. Note: Recruit CRM's Google Calendar sync does not reflect deleted meetings bi-directionally; we document this limitation and recommend the admin verify calendar state post-migration.
Talent Clue
Note
Recruit CRM & ATS
Note on Candidate
1:1Candidate-level notes export as raw text from Talent Clue. We import them as Note records attached to the corresponding Recruit CRM Candidate record. The original note author and timestamp transfer as metadata on the note. Large note volumes (over 5,000 notes) may require batched import to avoid timeout. We verify note attachment after each batch and report any failed attachments in the validation report.
Talent Clue
Attachment
Recruit CRM & ATS
File on Candidate
1:1File attachments on candidate records download from Talent Clue and re-upload to Recruit CRM as files attached to the candidate profile. CV and resume files transfer as the candidate's primary document where Recruit CRM supports a primary document field. We handle file type validation (PDF, DOCX, RTF) and flag any unsupported file formats before upload. Large attachment volumes (over 2,000 files) require chunked download and upload cycles. We report any corrupt or inaccessible attachments in the discovery audit.
Talent Clue
User (Recruiter)
Recruit CRM & ATS
User
1:1Talent Clue recruiter accounts own vacancies and candidates. We map Talent Clue users to Recruit CRM users by email address match. Role and permission structures differ between the two platforms, so we flag permission discrepancies during discovery. Any Talent Clue user without a matching Recruit CRM account goes to a reconciliation queue for the customer's admin to provision before the candidate migration phase begins.
Talent Clue
Custom Field
Recruit CRM & ATS
Custom Field
lossyTalent Clue supports custom fields on candidate and application objects. We identify all active custom field definitions during the discovery call (customer provides a screenshot or manual list because these are not included in dashboard exports by default). Each custom field maps to a Recruit CRM custom property of the matching data type (text, number, date, picklist, checkbox). Picklist values require explicit mapping where the value sets differ between platforms. We store unmapped custom fields in a catch-all custom property and flag them in the validation report.
| Talent Clue | Recruit CRM & ATS | Compatibility | |
|---|---|---|---|
| Candidate | Candidate1:1 | Fully supported | |
| Job | Job1:1 | Fully supported | |
| Application | Candidate Applied to Job1:1 | Fully supported | |
| Talent Pool | Talent Pool or Candidate Database1:1 | Mapping required | |
| Pipeline Stage | Pipeline Stagelossy | Fully supported | |
| Evaluation / Scorecard | Scorecard or Custom Field on Candidate1:1 | Fully supported | |
| Interview | Interview / Activity1:1 | Fully supported | |
| Note | Note on Candidate1:1 | Fully supported | |
| Attachment | File on Candidate1:1 | Fully supported | |
| User (Recruiter) | User1:1 | Fully supported | |
| Custom Field | Custom Fieldlossy | Fully supported |
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.
Talent Clue gotchas
No documented public API for bulk export
GDPR deletion is permanent and irreversible
Factorial integration creates a one-way data dependency
Custom fields and pipeline stages require manual mapping
Recruit CRM & ATS gotchas
API rate limits are license-scaled and can throttle bulk migration
Custom field schemas vary per organization and require field-level mapping
Files and email attachments require separate extraction and re-upload
Email sequences and automation logic do not transfer between platforms
Pair-specific challenges
Migration approach
Discovery and export method confirmation
We audit the Talent Clue instance to confirm the export method available to the customer: dashboard CSV or Excel export (standard path) or database-level read access (technical path). We identify all active jobs, candidates, applications, talent pool records, pipeline stage definitions, evaluation forms, and custom field schemas. We request a manual custom field list from the customer's Talent Clue admin because these definitions do not appear in dashboard exports by default. We also run a candidate count audit to estimate export batch sizes for chunked extraction. The discovery output is a written migration scope with a confirmed extraction plan and a Recruit CRM edition recommendation based on the customer's talent pool and custom field requirements.
Candidate audit and GDPR deletion freeze
We run a candidate audit in Talent Clue to identify any records deleted within the preceding 90 days under GDPR erasure requests. Deleted records cannot be recovered. We recommend the customer pauses any automated deletion workflows before extraction begins and confirms that all records intended for migration are present. We export the candidate audit report and cross-reference it against the full candidate export to identify and report any gaps. This step prevents the common post-migration discovery that GDPR-erased candidates are absent from the destination.
Chunked data extraction and merge
We extract Talent Clue data in chunks using the confirmed export method. For dashboard exports, we run separate exports per job, per date range, or per talent pool segment and merge them into a complete dataset. We extract jobs first (as the parent records for applications), then candidates, then applications (with candidate-to-job associations preserved), then talent pool records, then evaluations, interviews, and notes. File attachments download separately and are matched to candidate records by filename or candidate ID. We validate record counts at each extraction step and report any export failures before proceeding.
Recruit CRM schema preparation and stage mapping
We configure the Recruit CRM destination schema before importing data. This includes confirming the talent pool configuration (separate object or tagged candidates), creating custom fields to receive Talent Clue custom property data, defining pipeline stage labels and order based on the extracted Talent Clue stage definitions, and mapping evaluation scorecard fields to Recruit CRM scorecard or custom fields. We create a staging environment or sandbox import where available to validate the schema and mapping before production cutover. Any stage label discrepancies (custom names without direct Recruit CRM equivalents) are documented and escalated for the customer's approval before production import.
Production migration in dependency order
We run production migration in record-dependency order: Jobs first (as parent records for applications), then Candidates (with talent pool flag applied for pool records), then Applications (with candidate-to-job associations resolved), then Users (matched by email), then Interviews, Evaluations, and Notes. File attachments upload in batches matched to candidate records. Each phase emits a row-count reconciliation report. We apply delta reconciliation at cutover to capture any records created or modified in Talent Clue during the migration window. We do not migrate Talent Clue workflows, automation rules, or hiring reports; these are documented in the handoff report for the customer's admin to rebuild in Recruit CRM.
Cutover, validation, and rebuild handoff
We freeze Talent Clue writes during cutover, run a final delta migration of records modified during the migration window, then enable Recruit CRM as the system of record. We deliver a validation report comparing record counts and spot-checking 25-50 random candidate profiles against the Talent Clue source. We deliver the workflow, automation, and report inventory document to the customer's admin team for rebuild in Recruit CRM. We support a one-week hypercare window to resolve reconciliation issues. We do not rebuild Talent Clue workflows as Recruit CRM automations inside the migration scope; that is a separate engagement.
Platform deep dives
Talent Clue
Source
Strengths
Weaknesses
Recruit CRM & ATS
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 Talent Clue and Recruit CRM & ATS.
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
Talent Clue: Not publicly documented.
Data volume sensitivity
Talent Clue 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
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