HRMS migration

Migrate from Ceipal ATS to BambooHR

Field-level mapping, validation, and rollback between Ceipal ATS and BambooHR. We move data and schema; workflows are rebuilt natively in BambooHR.

Ceipal ATS logo

Ceipal ATS

Source

BambooHR

Destination

BambooHR logo

Compatibility

75%

9 of 12

objects map 1:1 between Ceipal ATS and BambooHR.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Migrating from Ceipal ATS to BambooHR is an architecture shift from an ATS-centric, staffing-firm data model to an HRIS-centric, SMB data model. Ceipal organizes its schema around Applicants, Job Postings, Submissions, Clients, Leads, and Placements with a flat relational model designed for high-volume contract and direct-hire pipelines. BambooHR organizes its schema around Employees, Jobs (as HRIS job titles), Time Off, Benefits, and Payroll with optional Hiring add-ons. We preserve the Ceipal Applicant-to-Placement chain by mapping Placements to BambooHR Employee records with hire-date and compensation metadata, and we route WorkForce timesheet and expense records to BambooHR Time Tracking and the Benefits module. Ceipal's custom fields, custom columns, and encrypted object IDs require enumeration during scoping, then mapping to BambooHR's custom field API. We do not migrate Workflows, automations, or the Ceipal VMS module because BambooHR has no VMS equivalent; we deliver a written inventory of these objects for the customer's admin to evaluate for manual or third-party alternatives post-migration.

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

Ceipal ATS logo

Ceipal ATS

What's pushing teams away

  • Resume data quality degrades during import—G2 reviewers report that candidate email addresses and phone numbers are frequently missing or replaced with third-party portal emails (e.g., Dice email instead of personal contact), forcing recruiters to skip otherwise qualified candidates.
  • The platform requires more customization options to match complex staffing workflows; users cite frustration with the out-of-box field structure not aligning with their internal processes for healthcare credentialing or executive search.
  • Ceipal's parsing engine can leave imported resumes un-indexed in search if the import path bypasses the parsing pipeline, creating a candidate database that looks full but is functionally empty for sourcing purposes.
  • Some users report that UI improvements are needed to keep pace with modern UX expectations, particularly in the candidate profile and job board search interfaces compared to newer ATS competitors.

Choosing

BambooHR logo

BambooHR

What's pulling them in

  • Lowest friction entry point for SMBs moving off spreadsheets — intuitive interface means most teams are functional within days, not weeks.
  • Consolidation value: BambooHR merges ATS, onboarding, HR records, time-off, and payroll into a single pane of glass that employees never need to leave.
  • Volume discounts applied automatically by headcount, so pricing scales predictably as the company grows without renewal negotiations.
  • BambooHR reports most customers go live in four to six weeks, making it a realistic commitment for under-resourced HR teams.
  • Award-winning Support Heroes cited frequently in reviews — responsive human support after implementation is a differentiator.

Object mapping

How Ceipal ATS objects map to BambooHR

Each row shows how a Ceipal ATS object lands in BambooHR, including any object-level transformations, lookup resolution, or schema-design dependencies.

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

Ceipal ATS

Applicant (Candidate)

maps to

BambooHR

Employee

1:1
Fully supported

Ceipal Applicants map to BambooHR Employee records via the BambooHR Employee API. We transfer name, email, phone, address, and employment status fields directly. Ceipal's resume file migrates as an Employee Document attached via BambooHR's document endpoint. Any Ceipal custom properties on the Applicant record are enumerated during discovery and mapped to BambooHR custom Employee fields created in the destination tenant before import. Ceipal's encrypted applicant IDs require an ID-mapping table in staging so downstream references (Submission-to-Applicant) resolve correctly.

Ceipal ATS

Job Posting (Requisition)

maps to

BambooHR

Job (Hiring Add-on)

1:1
Fully supported

Ceipal Job Postings carry title, description, location, requirements, and pipeline stages. We map job title and description to the BambooHR Hiring Job record. Ceipal pipeline stages do not map to BambooHR stages because BambooHR's Hiring module uses a simplified stage model (Applied, Screening, Interview, Offer, Hired, Rejected). We transform Ceipal stage values to the closest BambooHR stage during migration and document any non-mapping stages for manual disposition post-import.

Ceipal ATS

Submission

maps to

BambooHR

Applicant (Hiring Add-on)

1:1
Fully supported

Ceipal Submissions link an Applicant to a Job with submission date, status, and recruiter assignment. In BambooHR Hiring, the Applicant record is the candidate record tied to the Job. We preserve the Applicant-to-Job linkage by creating BambooHR Applicants linked to the migrated Job records and set the submission date as the BambooHR application date. Recruiter assignment from Ceipal migrates to the BambooHR Hiring user field if the assignee exists in BambooHR; otherwise it is stored in a custom field.

Ceipal ATS

Client

maps to

BambooHR

Company (custom field)

lossy
Fully supported

Ceipal Client records (company name, contact info, billing details) have no direct BambooHR equivalent because BambooHR does not have a staffing Client object. We migrate Client data as a custom field group on the related Placement or Employee record. For staffing firms, the Client name is stored in a BambooHR custom Employee field or a custom Company field so that the relationship data is preserved even without the standalone Client object.

Ceipal ATS

Lead

maps to

BambooHR

Employee custom field

lossy
Fully supported

Ceipal Leads are distinct from Clients and carry status fields and source attribution. BambooHR has no Lead object. We preserve the Lead status and source data by migrating it to a custom field on the closest BambooHR equivalent (Employee or Job Applicant). The customer chooses during scoping whether leads become unprocessed Employee records, Job Applicants in the Hiring add-on, or notes on the relevant Employee record.

Ceipal ATS

Placement

maps to

BambooHR

Employee (with hire metadata)

1:1
Fully supported

Ceipal Placements tie an Applicant to a Job under a Client and carry start date, compensation, and billing information. We map Placement records to BambooHR Employee records with hire date set from the Placement start date, compensation mapped to BambooHR Pay Rate or a custom Pay field, and Client name stored as a custom field. The Placement-to-Applicant chain is preserved because the Employee record carries the original Ceipal applicant ID in a custom field for reconciliation.

Ceipal ATS

Employee Record (WorkForce)

maps to

BambooHR

Employee

1:1
Fully supported

Ceipal WorkForce stores employee profiles, compensation, department, and location on a separate pricing tier. We map WorkForce employee records to BambooHR Employee records with department mapped to BambooHR Department, compensation to Pay Rate or custom pay fields, and location to the Employee address or custom location field. WorkForce custom fields are enumerated during discovery and mapped to BambooHR custom Employee fields. If the customer used WorkForce Premium, the advanced payroll and asset management data is noted as requiring manual re-entry or a separate payroll integration post-migration.

Ceipal ATS

Timesheet

maps to

BambooHR

Time Tracking Entry

1:1
Fully supported

Ceipal WorkForce timesheet records track hours per employee per period. We map timesheet entries to BambooHR Time Tracking entries with the period, hours, and approver metadata preserved. Time off balances from Ceipal WorkForce migrate to BambooHR Time Off balances where the types align; custom time-off types from Ceipal are created as new Time Off types in BambooHR before migration.

Ceipal ATS

Expense

maps to

BambooHR

Employee custom field or Benefits

1:1
Fully supported

Expense records from Ceipal WorkForce capture amount, category, employee, and submission date. We map expense records to BambooHR as Employee Documents with category stored as a custom field if BambooHR's native Benefits module does not cover the use case. Expense categories are mapped to the closest BambooHR equivalent; custom expense categories require pre-configuration of custom fields in BambooHR before import.

Ceipal ATS

Document

maps to

BambooHR

Employee Document

1:1
Fully supported

Ceipal stores documents against Applicants, Jobs, and Placements (resumes, offer letters, contracts). We transfer resume files as Employee Documents via BambooHR's document API, preserving the association to the correct Employee record. Offer letters and contracts are stored as documents on the Employee record with a document type custom field. Binary file transfer is handled through BambooHR's file upload endpoint with appropriate MIME type handling.

Ceipal ATS

Custom Field (Column/Row)

maps to

BambooHR

Custom Employee Field or Custom Job Field

lossy
Fully supported

Ceipal allows organization-level custom columns on Applicants, Jobs, and Placements. These are enumerated during scoping and mapped to BambooHR custom Employee fields (for applicant-person data) and BambooHR custom Job fields (for job-requisition data). BambooHR's custom field API supports text, number, date, dropdown, and checkbox types. Ceipal multi-select or complex custom field types that do not map directly to BambooHR types are stored as text fields with the original value preserved. Custom field enumeration is a discovery-phase step, not a migration-phase surprise.

Ceipal ATS

TalentBench (Resume Database)

maps to

BambooHR

Employee Document or Talent Pool

1:1
Mapping required

TalentBench is Ceipal's parsed resume repository containing skills, work history, education, and the raw resume document. The parsed fields migrate as custom Employee fields in BambooHR; the raw resume file migrates as an Employee Document. BambooHR has no Talent Pool object, so the searchable resume database capability does not transfer — we flag this for the customer's admin to evaluate BambooHR's Hiring add-on or a third-party sourcing tool post-migration.

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.

Ceipal ATS logo

Ceipal ATS gotchas

High

Resume email fields get overwritten on Dice-to-Ceipal migration

High

CSV imports bypass Ceipal's resume parsing engine

Medium

Encrypted object IDs require ID-mapping tables in staging

Medium

Rate limit errors return inconsistent HTTP codes

Low

Free migration support is guided but scoped to Ceipal's own import tools

BambooHR logo

BambooHR gotchas

High

Undocumented API rate limits can trigger 503 errors

High

Per-employee pricing model requires active record count verification

Medium

API credentials must be sent on every request to avoid extra round trips

Medium

Custom field schema varies per account and requires manual inventory

Low

Document and attachment exports are not covered by standard report exports

Pair-specific challenges

  • BambooHR lacks a native ATS pipeline for complex submission stages

    BambooHR's Hiring add-on uses a simplified five-stage model (Applied, Screening, Interview, Offer, Hired, Rejected). Ceipal supports custom pipeline stages with configurable stage counts per job. Migrations from Ceipal with more than six custom stages per pipeline cannot preserve the full stage history in BambooHR Hiring. We map Ceipal stages to the closest BambooHR stage during migration and deliver a written stage-disposition map showing which Ceipal stages collapse into which BambooHR stage so the customer's admin can make an informed decision before migration begins.

  • Ceipal WorkForce data requires pre-configuration in BambooHR before import

    WorkForce employee records, compensation, timesheets, and expenses exist on Ceipal's separate WorkForce module which uses a different pricing tier and may have organization-specific custom fields. BambooHR's Time Tracking, Benefits, and Payroll modules must be configured with the equivalent custom fields before WorkForce data can import cleanly. We add a pre-configuration phase to the migration plan where BambooHR custom fields are created before any WorkForce data moves. Without this step, records import with missing fields and require a correction pass.

  • Ceipal encrypted IDs require ID-mapping tables that add discovery time

    Ceipal introduced encrypted IDs across ATS endpoints in a recent release. All foreign-key references between objects (Submission-to-Applicant, Placement-to-Client, Submission-to-Job) use these encrypted IDs. During migration, we build ID-mapping tables in the staging layer so that associations resolve correctly in BambooHR. This adds a discovery step to enumerate which ID types exist in the source export and is factored into the timeline estimate. Migrations from older Ceipal exports that predate the encrypted ID release do not require this step.

  • BambooHR does not support Ceipal's Client or Lead object as standalone records

    Staffing firms using Ceipal's Client object to track employer accounts and the Lead object to track prospective clients have no direct equivalent in BambooHR. Client names and Lead status can only be stored as custom fields on Employee or Job records. We document the Client-to-Employee and Lead-to-Employee mapping decisions during scoping and carry them into the migration specification. Clients or Leads that exceed the custom field storage model are flagged for a separate CRM evaluation post-migration.

  • Resume parsing quality degrades during any CSV-based import path

    Ceipal's parsing engine runs during the UI-based candidate creation workflow and is not triggered by bulk CSV imports. BambooHR's Hiring add-on similarly relies on its own parsing during the applicant creation workflow. We route all candidate imports through each platform's API with resume files attached to trigger the native parsing pipeline. Pre-parsed resume fields from Ceipal TalentBench migrate as custom Employee fields so that structured skills and experience data is preserved even if the destination parsing produces different output.

Migration approach

Six steps for a successful Ceipal ATS to BambooHR data migration

  1. Discovery and data profiling

    We audit the source Ceipal tenant across modules in use (TalentHire ATS, WorkForce, or both), active custom fields and columns per object, encrypted ID usage, record counts for Applicants, Jobs, Submissions, Clients, Leads, Placements, WorkForce employees, timesheets, and expenses. We also identify any TalentBench resume data and document which Ceipal custom fields are per-module versus organization-wide. The discovery output is a written migration scope with record counts, custom field inventory, and a pre-migration data-cleanup checklist for the customer's Ceipal admin to address before the migration window.

  2. BambooHR configuration and custom field provisioning

    We configure the destination BambooHR tenant before any data moves. This includes creating the custom Employee fields and custom Job fields needed to receive Ceipal's custom column data, configuring BambooHR Hiring job records with the job titles and descriptions being migrated, setting up BambooHR Time Off types to match Ceipal WorkForce accrual types, and provisioning any BambooHR user accounts that will receive Ceipal Owner assignments. Custom fields are deployed via BambooHR's API into a staging tenant first for validation.

  3. Sandbox migration and reconciliation

    We run a full migration into a BambooHR sandbox tenant using production-like data volume. The customer's HR lead reconciles record counts (Employees in, Jobs in, Applicants in, Documents in), spot-checks 25-50 random Employee records against the Ceipal source for field accuracy, and validates that WorkForce compensation and timesheet data maps correctly to BambooHR's equivalents. Any mapping corrections — particularly for custom fields with misaligned types or Ceipal stages that need stage-collapse decisions — happen in this phase before production migration begins.

  4. Placement-to-Employee chain resolution

    We resolve the Applicant-to-Placement chain by matching Ceipal Placement records to Ceipal Applicant records, then creating the corresponding BambooHR Employee record with hire date, compensation, and Client name metadata. The original Ceipal Applicant ID is stored in a custom BambooHR field so the chain can be audited post-migration. Client and Lead records that have no BambooHR standalone equivalent are written to the appropriate custom fields on the Employee or Job record per the mapping specification agreed in scoping.

  5. Production migration in dependency order

    We run production migration in dependency order: custom fields deployed first (so receiving objects are ready), Employees and WorkForce records (with hire data from Placements), Job records (with stage-mapped data), Applicant records (linked to Jobs), Documents (resumes and contracts attached to Employees), Timesheet entries, Expense records, and finally any remaining Ceipal custom column data. Each phase emits a row-count reconciliation report. We use BambooHR's API with 100 requests per minute rate-limit handling and batch chunking for bulk imports.

  6. Cutover, validation, and automation handoff

    We freeze Ceipal writes during cutover, run a final delta migration of any records modified during the migration window, then enable BambooHR as the system of record. We validate that BambooHR employee records are searchable, that document attachments open, and that timesheet data reflects the correct periods. We deliver a written inventory of Ceipal Workflows, VMS configurations, and any Ceipal automations that have no BambooHR equivalent, with a rebuild recommendation for the customer's admin. We support a one-week hypercare window for reconciliation issues and do not rebuild Ceipal automations as BambooHR workflows as that falls outside standard migration scope.

Platform deep dives

Context on both ends of the pair

Ceipal ATS logo

Ceipal ATS

Source

Strengths

  • AI-driven candidate matching and ranking that auto-scores candidates against job requirements and surfaces top matches.
  • Centralized recruiting platform combining ATS, VMS, and workforce management under one billing relationship.
  • Free data migration and 4-week guided onboarding that reduces switching friction for staffing firms moving from incumbent platforms.
  • Multi-board job distribution to 25+ VMS portals and job boards with a single publish action and automated candidate harvesting during off-hours.
  • Built-in BI with role-specific dashboards for executive, team lead, and recruiter views without requiring external BI tools.

Weaknesses

  • Resume parsing quality degrades when candidate contact details are missing from the source document, creating records that look complete but lack actionable contact information.
  • API documentation is limited to authenticated endpoint references; public-facing rate limit values and bulk export endpoints are not clearly documented, complicating migration planning.
  • Custom field and column additions are per-organization, requiring manual enumeration during migration scoping rather than a published schema to cross-reference against.
  • Ceipal offers no public pricing calculator—quotes are obtained through sales calls, making cost-of-switching estimates difficult without direct contact.
  • The platform's per-user token rate limiting means large data migrations must be throttled per-seat, extending migration timelines for high-record-volume customers.
BambooHR logo

BambooHR

Destination

Strengths

  • Single platform consolidating ATS, onboarding, HR records, payroll, and time-off reduces system sprawl for SMBs.
  • Fast implementation — BambooHR reports four to six weeks from kickoff to go-live for most customers.
  • Per-employee pricing with automatic volume discounts makes cost predictable as headcount grows.
  • Strong customer support reputation (Support Heroes) cited consistently across G2, Capterra, and direct testimonials.
  • Well-documented API with UTF-8 encoding, clear field types, and HTTPS-only access.

Weaknesses

  • Mobile application is significantly limited compared to the desktop experience, frustrating remote and field workers.
  • Companies above 150–200 employees frequently outgrow the platform's feature depth and customization surface.
  • Limited advanced reporting and analytics compared to enterprise HR platforms — custom report building is the ceiling.
  • PTO and profile customization are pain points — non-standard accrual policies and complex org structures require workarounds.
  • Document management and attachment handling lack the granularity of dedicated document-centric HR systems.

Complexity grading

How hard is this migration?

Standard HRMS migration. All 7 core objects map 1:1 between Ceipal ATS and BambooHR.

B

Overall complexity

Standard migration

Derived from compatibility, mapping clarity, API constraints, and data volume across Ceipal ATS and BambooHR.

  • Object compatibility

    A

    All 7 core objects map 1:1 between Ceipal ATS and BambooHR.

  • 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

    Ceipal ATS: Not publicly documented; varies per user token; 429 returned on ATS API, 400 reported on Healthcare ATS API.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Ceipal ATS to BambooHR 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 Ceipal ATS to BambooHR data migrations

Answers to the questions buyers ask most during Ceipal ATS to BambooHR migration scoping. Not seeing yours? Book a call.

Can't find your answer?

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Migrations land between three and five weeks for accounts with fewer than 2,000 employees and 10,000 applicants with no WorkForce module complexity. Migrations with active WorkForce data (timesheets, expenses, compensation records), more than 50 custom fields, or large historical placement records move to seven to twelve weeks because of pre-configuration time, custom field enumeration, and staging reconciliation. Ceipal's encrypted object IDs add one to two days of discovery time to enumerate ID types and build the staging ID-mapping tables.

Adjacent paths

Related migrations to explore

Ready when you are

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