HRMS migration
Field-level mapping, validation, and rollback between cvviz and Recruit CRM & ATS. We move data and schema; workflows are rebuilt natively in Recruit CRM & ATS.
cvviz
Source
Recruit CRM & ATS
Destination
Compatibility
5 of 12
objects map 1:1 between cvviz and Recruit CRM & ATS.
Complexity
BStandard
Timeline
2-4 weeks
Overview
Moving from CVViZ to Recruit CRM is a lateral ATS move with meaningful data shape differences that require deliberate mapping before any record moves. CVViZ organizes around Jobs with AI-ranked Candidates and a configurable pipeline per organization; Recruit CRM uses a unified ATS plus CRM model where Candidates, Clients, Jobs, and Pipeline Stages are first-class objects with a Kanban interface and REST API. We handle the binary resume export from CVViZ, map organization-specific pipeline stage names to Recruit CRM stage equivalents, and preserve the Talent Pool as Candidates with a Passive lifecycle tag. CVViZ automation rules and pre-screening question logic are documented in a written inventory for your admin to rebuild in Recruit CRM. We do not migrate AI candidate scores as live recalculating fields; we carry the score value as a static numeric field for reference.
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 cvviz 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.
cvviz
Job
Recruit CRM & ATS
Job Order
1:1CVViZ Job records map to Recruit CRM Job Orders with title, description, department, and job board distribution settings preserved. CVViZ pricing tiers cap active jobs (5 to 50 depending on tier); any jobs exceeding the Recruit CRM tier limit import as archived or inactive and are flagged for manual activation post-migration. We capture job status (active, on-hold, closed) from CVViZ and map to Recruit CRM job status equivalents during the import run.
cvviz
Candidate
Recruit CRM & ATS
Candidate
1:1CVViZ Candidate records map 1:1 to Recruit CRM Candidates using email address as the dedupe key. Name fields, contact information, social profile URLs, employment history, and custom Candidate fields transfer directly. We flag any Candidates with duplicate email addresses in the source for the customer to resolve before the final import to avoid unintended merges in Recruit CRM.
cvviz
Application
Recruit CRM & ATS
Application
1:1CVViZ Application records link a Candidate to a Job with a current pipeline stage and timestamp. We preserve the application date, last-modified date, and stage history as a snapshot on the Recruit CRM Application. The Candidate-to-Job lookup resolves at migration time using email-based Candidate resolution and job title matching against the pre-imported Job Order set.
cvviz
Pipeline Stage
Recruit CRM & ATS
Pipeline Stage
lossyCVViZ pipeline stages are fully customizable per organization, with no universal stage schema. We capture the complete stage name map during the pre-migration schema review, then apply a named mapping to the Recruit CRM pipeline stages, which are configured per Job Order. Any CVViZ stages with no Recruit CRM equivalent are flagged as unmapped and held for manual configuration before the final import run.
cvviz
Resume File
Recruit CRM & ATS
Resume (attachment)
1:1CVViZ stores resumes as parsed structured data alongside raw PDF or DOCX files. Resume files must be handled as binary attachments rather than simple field values. We extract the raw file, map the Candidate-to-Resume linkage via the application ID, and upload as a file attachment to the Recruit CRM Candidate record. If Recruit CRM's resume parser is enabled, the file re-parses on ingest; if disabled, candidates land with the raw file unparsed.
cvviz
Talent Pool (CRM)
Recruit CRM & ATS
Candidate (Passive lifecycle)
1:manyCVViZ maintains a Talent Pool of passive candidates not tied to a specific job requisition. We migrate these as Recruit CRM Candidates with a Passive or Inactive lifecycle stage tag and preserve the original source attribution field so that the customer can segment passive talent separately in Recruit CRM's candidate database. Multiple CVViZ talent pool entries for the same email address merge to a single Candidate record.
cvviz
Candidate Score
Recruit CRM & ATS
Score (custom numeric field)
lossyCVViZ AI ranking scores are calculated from its own NLP model against the job description and historical hiring data. We carry the score value as a custom numeric field on the Recruit CRM Candidate record. Recruit CRM will not recalculate or update this value; it functions as a static snapshot. We recommend documenting the scores as a reference baseline and setting expectations that Recruit CRM's own AI matching will generate new scores over time.
cvviz
Pre-Screening Question
Recruit CRM & ATS
Custom Field
lossyCVViZ stores job-specific pre-screening questions and candidate responses as key-value pairs on the Application record. We map these to equivalent custom fields on the Recruit CRM Job or Application record. Fields with no direct equivalent in Recruit CRM's standard schema are flagged as unmapped for manual configuration. The customer defines the data type (text, number, picklist, date) for each unmapped field during scoping.
cvviz
User
Recruit CRM & ATS
User
1:1CVViZ Users with role-based access control map to Recruit CRM Users. We resolve by email match. Role and permission mapping is documented in a written inventory because Recruit CRM's role model differs from CVViZ's permission set. Users without a matching Recruit CRM account are held in a reconciliation queue for the customer's admin to provision before record import resumes.
cvviz
Custom Field (Job)
Recruit CRM & ATS
Custom Field (Job Order)
lossyCVViZ custom fields on Job records map to custom fields on Recruit CRM Job Orders. We migrate the field name, data type, and values as structured data. The destination must have identically named fields or manually mapped equivalents to receive values without data loss. We flag any custom fields without a matching Recruit CRM field for manual schema configuration before the import run.
cvviz
Custom Field (Candidate)
Recruit CRM & ATS
Custom Field (Candidate)
lossyCVViZ custom fields on Candidate records map to custom fields on Recruit CRM Candidates. Multi-select picklists, date fields, numeric fields, and text fields transfer directly. Long-text or rich-text fields are mapped as textarea fields and may require truncation if character limits differ. We flag any custom field data types without a direct Recruit CRM equivalent for the customer to configure manually.
cvviz
Job Board Configuration
Recruit CRM & ATS
Job Distribution Settings
lossyCVViZ distributes job postings to LinkedIn, Google for Jobs, and other major job boards natively. We migrate the job posting configuration as metadata on the Recruit CRM Job Order record. The actual posting must be re-published in Recruit CRM because distribution tokens and API connections do not transfer between platforms. We flag the re-publish step as a post-migration admin task.
| cvviz | Recruit CRM & ATS | Compatibility | |
|---|---|---|---|
| Job | Job Order1:1 | Fully supported | |
| Candidate | Candidate1:1 | Fully supported | |
| Application | Application1:1 | Fully supported | |
| Pipeline Stage | Pipeline Stagelossy | Fully supported | |
| Resume File | Resume (attachment)1:1 | Fully supported | |
| Talent Pool (CRM) | Candidate (Passive lifecycle)1:many | Mapping required | |
| Candidate Score | Score (custom numeric field)lossy | Fully supported | |
| Pre-Screening Question | Custom Fieldlossy | Fully supported | |
| User | User1:1 | Fully supported | |
| Custom Field (Job) | Custom Field (Job Order)lossy | Fully supported | |
| Custom Field (Candidate) | Custom Field (Candidate)lossy | Fully supported | |
| Job Board Configuration | Job Distribution Settingslossy | 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.
cvviz gotchas
Resume files require binary export handling
Active job limits reset at migration time
Pipeline stage names are organization-specific
AI candidate scores are proprietary and non-transferable
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
Schema discovery and stage mapping
We audit the source CVViZ portal for Job count, Candidate volume, Application records, pipeline stage names and order, custom fields on both Jobs and Candidates, Talent Pool entries, and any binary resume file count estimate. We pair this with a Recruit CRM schema preview to identify which CVViZ stages have direct equivalents and which require manual configuration. The output is a written migration scope, a stage name mapping table, and a list of custom fields awaiting schema creation in Recruit CRM before import begins.
Recruit CRM sandbox migration and reconciliation
We run a test migration into a Recruit CRM sandbox environment using a representative subset of the source data. The customer's recruiting lead reviews record counts (Jobs in, Candidates in, Applications in, stages mapped), spot-checks 25-50 random candidate records against the CVViZ source, and validates that stage names match the intended mapping. Any mapping corrections, missing custom field creations, or pipeline stage additions happen in the sandbox before production migration begins.
User and owner reconciliation
We extract every distinct CVViZ User and Owner referenced across Candidate, Job, and Application records and match by email against the Recruit CRM destination account. Users without a matching Recruit CRM account are held in a reconciliation queue for the customer's admin to provision before record import resumes. Owner assignments on Candidate records migrate as User lookups once the User set is validated.
Binary resume export and staging
We extract resume files from CVViZ in batches, preserving the Candidate-to-Resume linkage via the application ID and a reference manifest. We stage the files alongside the structured candidate data so that the import run can attach each file to the correct Recruit CRM Candidate record. If the customer's Recruit CRM account does not have the resume parser enabled, we confirm this with the customer before the production import run so that expectations are set for unparsed candidate records.
Production migration in dependency order
We run production migration in record-dependency order: Job Orders first (the parent for Applications), then Candidates (with email dedupe applied), then Applications (with Candidate and Job Order lookups resolved), then Talent Pool entries (merged to existing Candidates where email matches), then custom field data, then binary resume attachments. Each phase emits a row-count reconciliation report before the next phase begins so that the customer has a running account of what has been imported and what remains.
Cutover, validation, and automation handoff
We freeze CVViZ writes during cutover, run a final delta migration of any records modified during the migration window, then mark Recruit CRM as the system of record. We deliver the automation and pre-screening question inventory document to the customer's admin team with a recommendation table for Recruit CRM workflow equivalents. We support a five-day hypercare window where we resolve reconciliation issues raised by the recruiting team during their first week in Recruit CRM. Workflow rebuild and post-migration training are outside standard scope.
Platform deep dives
cvviz
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 cvviz 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
cvviz: Not publicly documented.
Data volume sensitivity
cvviz 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
Pick a category, then your source and destination platforms.
Category
FAQ
Answers to the questions buyers ask most during cvviz to Recruit CRM & ATS migration scoping. Not seeing yours? Book a call.
Walk through your cvviz to Recruit CRM & ATS migration with a real engineer — 30 minutes, free, written quote within 24 hours.
Book a free 30 minute consultationAdjacent paths
Other ways to leave cvviz
Other ways to arrive at Recruit CRM & ATS
Ready when you are
Tell us record counts and timeline. We'll come back with a written quote inside 1 business day — no commitment, no sales pitch.