HRMS migration
Field-level mapping, validation, and rollback between Applicant Starter and Recruit CRM & ATS. We move data and schema; workflows are rebuilt natively in Recruit CRM & ATS.
Applicant Starter
Source
Recruit CRM & ATS
Destination
Compatibility
8 of 10
objects map 1:1 between Applicant Starter and Recruit CRM & ATS.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Applicant Starter and Recruit CRM occupy different positions in the ATS market. Applicant Starter targets small teams with low-volume hiring; Recruit CRM is purpose-built for recruitment agencies that need candidate CRM alongside tracking. The structural gap between these products means the migration is primarily a record transfer with schema reconciliation rather than a platform upgrade within the same category. We extract the full candidate profile (name, email, phone, resume, stage, source, tags) and the application activity stream from Applicant Starter, map the custom pipeline stage definitions to Recruit CRM stages during scoping, and reattach binary resume files to the corresponding candidate record in Recruit CRM. Scorecard and evaluation data does not migrate because Applicant Starter stores it in a proprietary format inaccessible via the export API; we flag this before migration begins so customers can export manually. We do not migrate Automations, Templates, or Job Board distribution logs as code; we deliver a written inventory of these for the customer's admin to rebuild in Recruit CRM.
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 Applicant Starter 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.
Applicant Starter
Candidate
Recruit CRM & ATS
Candidate
1:1Applicant Starter Candidate records (name, email, phone, resume URL, stage, source, tags) map directly to Recruit CRM Candidate records. We extract every standard field and any custom candidate-level fields identified during scoping. The candidate's original Applicant Starter record ID is preserved as a reference field for audit purposes. Resume files are downloaded as binary blobs, renamed to a consistent convention (LastName_FirstName_CandidateID.pdf), and reattached to the candidate record in Recruit CRM via the platform's attachment API.
Applicant Starter
Job Requisition
Recruit CRM & ATS
Job
1:1Applicant Starter Job records map to Recruit CRM Jobs. We preserve the original job title, department, hiring manager (mapped to the Recruit CRM User lookup by email), open/closed status, and job description. The original Applicant Starter job ID is retained as a reference field. Job Requisition is created before Candidate import so that any application-to-job association resolves at migration time.
Applicant Starter
Application
Recruit CRM & ATS
Application
1:1Application records link a Candidate to a Job Requisition with a stage value and a timestamp. We map the application record to Recruit CRM's Application object, preserving the stage history and application date. If Applicant Starter stores multiple applications per candidate, each application migrates as a separate record in Recruit CRM tied to the corresponding Job.
Applicant Starter
Pipeline Stage
Recruit CRM & ATS
Pipeline Stage
lossyApplicant Starter pipeline stages are user-defined and vary per account. One account might use Applied/Screening/Interview; another might use Open/Qualified/Closed. We extract the full stage schema during scoping and map each to a Recruit CRM stage or create a new stage in Recruit CRM if no equivalent exists. Stage sequence order is preserved in Recruit CRM's pipeline configuration. Any stage with no Recruit CRM equivalent is flagged for the customer to resolve before migration begins.
Applicant Starter
Tag
Recruit CRM & ATS
Tag
lossyApplicant Starter tags are user-defined and used inconsistently across accounts. We extract the full tag taxonomy during scoping and map tags to Recruit CRM tags. Where tags represent evaluation criteria or skill keywords, we evaluate whether they map better to Recruit CRM's skills field or remain as tags. The customer confirms the tag strategy during scoping.
Applicant Starter
Activity (Emails, Calls, Notes)
Recruit CRM & ATS
Candidate Activity
1:1Applicant Starter activity logs (email content, call summaries, notes) migrate to Recruit CRM's activity timeline on the corresponding Candidate record. We reconstruct the activity stream by linking each entry to the candidate and setting the timestamp from the original Applicant Starter activity date. Older activities may lack precise timestamps; we flag these and set them to the nearest available date or the candidate creation date as a fallback.
Applicant Starter
Resume and Attachment
Recruit CRM & ATS
Candidate Attachment
1:1Resume files and binary attachments download from Applicant Starter, are renamed to a consistent convention (LastName_FirstName_CandidateID_Resume.pdf), and reattached to the corresponding Candidate record in Recruit CRM. We verify that each attachment maps to the correct candidate record using the candidate's email address or Applicant Starter record ID as the dedupe key. Any attachment without a resolvable candidate is held in a reconciliation queue.
Applicant Starter
Custom Field (Candidate or Job level)
Recruit CRM & ATS
Custom Field
1:1Custom fields on Candidate or Job records require explicit mapping. We extract the full field schema during scoping, including field type, picklist values, and whether the field is required. Each custom field is matched to an equivalent Recruit CRM custom field or created as a new custom field in Recruit CRM before migration. Field type mismatches (e.g., Applicant Starter stores a date as text) are resolved during the transform step with the customer's confirmation.
Applicant Starter
Scorecard / Evaluation
Recruit CRM & ATS
Not Migrated
1:1Scorecard data in Applicant Starter is stored in a proprietary format not accessible via the export API. We notify customers before migration begins and advise a manual export. Scorecards do not migrate as part of our standard scope. The customer's admin can recreate scorecard templates in Recruit CRM's evaluation tools post-migration.
Applicant Starter
Job Distribution Log
Recruit CRM & ATS
Job Field or External Link
1:1Applicant Starter records where a job was posted (LinkedIn, Indeed, etc.) in job distribution logs. This data exists but is inconsistently recorded across accounts. We export available distribution records and map them to a Recruit CRM custom field on the Job record (e.g., job_distribution_channels__c) as a comma-separated list or multi-select field if Recruit CRM's schema supports it. Distribution data is migrated on a best-effort basis; the customer is advised to verify distribution settings in Recruit CRM after migration.
| Applicant Starter | Recruit CRM & ATS | Compatibility | |
|---|---|---|---|
| Candidate | Candidate1:1 | Fully supported | |
| Job Requisition | Job1:1 | Fully supported | |
| Application | Application1:1 | Fully supported | |
| Pipeline Stage | Pipeline Stagelossy | Fully supported | |
| Tag | Taglossy | Fully supported | |
| Activity (Emails, Calls, Notes) | Candidate Activity1:1 | Fully supported | |
| Resume and Attachment | Candidate Attachment1:1 | Fully supported | |
| Custom Field (Candidate or Job level) | Custom Field1:1 | Fully supported | |
| Scorecard / Evaluation | Not Migrated1:1 | Fully supported | |
| Job Distribution Log | Job Field or External Link1:1 | 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.
Applicant Starter gotchas
No public API documentation or developer portal
Export requires a paid plan
No native bulk export endpoint
Stage and tag schema varies per account
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
Scoping and schema extraction
We audit the source Applicant Starter account across candidates, jobs, applications, pipeline stages, tags, and activity volume. We extract the full custom field schema (candidate-level and job-level) and the complete pipeline stage definition including stage names, order, and any stage-specific requirements. We verify API access with a test read call and confirm the account is on a paid plan with export eligibility. The scoping output is a written migration scope document with the full field map, a stage mapping table, and a record count estimate for each object.
Custom field and stage mapping design
We design the destination schema in Recruit CRM before any data extraction begins. This includes creating any missing custom fields to match Applicant Starter fields, designing the Recruit CRM pipeline stages to match the Applicant Starter stage schema (creating new stages where no standard equivalent exists), and defining the tag strategy (which tags map to skills, which remain as tags, which are discarded). We present the mapping document to the customer for sign-off before proceeding.
Data extraction with iterative pagination
We extract data from Applicant Starter's API in dependency order: Jobs first, then Candidates, then Applications, then Activities, then Attachments. Each extraction phase handles Applicant Starter's pagination automatically, iterating through pages with rate-limit backoff. We flag any records that return incomplete data (missing timestamps, truncated fields, inaccessible attachments) and surface them in a pre-migration exception report for the customer to address or approve for best-effort migration.
Resume and attachment download and rename
Resume files and binary attachments are downloaded from Applicant Starter in parallel with the candidate record extraction. Each file is renamed to a consistent convention and stored with its corresponding candidate record ID. We verify that every resume can be matched to a candidate record before upload. Any orphan attachments (files without a resolvable candidate) are held in a reconciliation queue and reported to the customer for manual resolution.
Recruit CRM import with verification
We import data into Recruit CRM in dependency order: Jobs, then Candidates, then Applications, then Activities, then Attachments. Each phase emits a row-count reconciliation report comparing the Applicant Starter source count to the Recruit CRM destination count. We spot-check 25-50 records per object against the source for field accuracy, correct candidate-to-job associations, and correct activity-to-candidate associations. The customer reviews the reconciliation report and approves production cutover.
Cutover and exception handoff
We freeze new writes in Applicant Starter during cutover and run a final delta migration to capture any records modified during the migration window. We deliver a written inventory of any unmigrated records (scorecards, scorecard evaluations, and any attachments that could not be resolved), the automation and template inventory, and a job board distribution checklist for the customer's admin to reconfigure in Recruit CRM. We support a one-week hypercare window for reconciliation issues. Workflows, automations, and templates do not migrate as code; the inventory document serves as the rebuild reference.
Platform deep dives
Applicant Starter
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 Applicant Starter 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
Applicant Starter: Not publicly documented.
Data volume sensitivity
Applicant Starter 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
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