HRMS migration
Field-level mapping, validation, and rollback between Talos ATS and BambooHR. We move data and schema; workflows are rebuilt natively in BambooHR.
Talos ATS
Source
BambooHR
Destination
Compatibility
10 of 12
objects map 1:1 between Talos ATS and BambooHR.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Migrating from Talos ATS to BambooHR is a data-structure migration, not a direct import. Talos ATS does not expose a self-service API, so all source data extraction requires coordination with Talos360's professional services team, adding lead time that does not exist in API-first migrations. BambooHR is primarily an HRIS with an ATS layer (available on Core, Pro, and Elite packages), meaning the destination schema treats Applicants and Employees as related records within one system rather than treating recruitment as a standalone product. We extract candidates, job postings, application history, interview records, and notes from Talos360, remap custom pipeline stages to BambooHR's stage model, resolve recruiter and hiring manager ownership, and handle custom fields through BambooHR's API. Workflow automations, the Tali AI agent tagging logic, and Talos add-on records (Docusign e-Sign, DBS checks, SMS logs) do not migrate as functional records; we deliver a written inventory for the customer's admin to rebuild in BambooHR.
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 Talos 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.
Talos ATS
Candidate
BambooHR
Applicant
1:1Talos ATS Candidates map directly to BambooHR Applicants. The Talos candidate record holds contact details, CV, application history, and stage progression. We preserve all standard fields (name, email, phone, address) and map the source candidate_id as a custom field talos_candidate_id__c for audit traceability. Custom fields discovered during the data audit phase map to BambooHR custom applicant fields by type (text, date, dropdown). Inactive or departed candidates are flagged for customer review before import.
Talos ATS
Job (Vacancy)
BambooHR
Job
1:1Talos ATS Jobs map to BambooHR Jobs with title, description, location, department, and status preserved. Active and closed jobs migrate with their original posting URL stored in a custom field. BambooHR's job status values (Open, Draft, Closed, Filled) map from Talos status values during the transform phase. If the customer used Talos multi-brand job templates, we preserve the brand identifier as a custom field for reassignment in BambooHR.
Talos ATS
Application
BambooHR
Applicant (linked to Job)
1:1Talos ATS Applications link a Candidate to a Job and track stage progression as a linear timeline. Each Application migrates as an Applicant record linked to the corresponding Job in BambooHR. The Talos application_date and most_recent_status_change_date migrate as BambooHR custom fields to preserve the original timeline. Stage history beyond the current stage is stored as notes entries in BambooHR since the native model tracks current stage only.
Talos ATS
Pipeline Stage
BambooHR
Pipeline Stage
lossyTalos ATS allows fully customisable stage names and counts per job or pipeline. BambooHR's ATS uses a standardised stage model with configurable labels and a capped number of stages per pipeline (varies by package). We extract the customer's stage labels and map them to BambooHR stage values, flagging where the Talos stage count exceeds BambooHR's limits. The customer chooses which stages to consolidate during scoping. Stage rules and automation triggers tied to stage transitions do not transfer and are documented separately for BambooHR workflow rebuild.
Talos ATS
Interview
BambooHR
Interview
1:1Talos ATS Interview records (date, interviewer, type, outcome notes) migrate to BambooHR Interview records linked to the Applicant. Interviewer name maps to the BambooHR Interviewer field. Talos video interview transcription and Tali AI interview insights do not migrate since BambooHR does not have a native AI interview analysis feature; these are flagged for the customer to review post-migration.
Talos ATS
Note
BambooHR
Note
1:1Free-text notes attached to Talos ATS Candidates and Applications migrate as Notes linked to the corresponding Applicant in BambooHR. The note author and timestamp preserve. Notes are imported after Applicants to satisfy the parent-record lookup. Structured scoring rubrics and assessment data from Talos custom fields map to BambooHR custom fields of equivalent type.
Talos ATS
Offer
BambooHR
Offer Letter
1:1Talos ATS Offer records (compensation, start date, status) migrate as BambooHR Offer Letters. The e-Sign status from Talos (Docusign integration) does not carry to BambooHR because e-Sign records live in Docusign, not in Talos. We preserve the offer compensation and start date, and flag that the customer's admin should reissue e-Signed offer letters in BambooHR or re-sync with Docusign if maintaining the same signing service.
Talos ATS
User (Recruiter/Hiring Manager)
BambooHR
User
1:1Talos ATS Users (recruiters and hiring managers assigned as owners on records) map to BambooHR Users. We match by email address during migration. Any Talos User without a matching BambooHR User goes to a reconciliation queue for the customer's admin to provision before record import resumes. Inactive or departed Talos users are flagged for reassignment of their owned records.
Talos ATS
Custom Field
BambooHR
Custom Field
lossyTalos ATS supports custom fields on Jobs and Candidates. We discover these during the data audit phase and map them to BambooHR custom fields of equivalent type (text, number, date, dropdown, checkbox). Unsupported field types (e.g., Talos-specific structured objects) are flagged and the customer chooses whether to drop or store them as text notes in BambooHR.
Talos ATS
Reports and Dashboards
BambooHR
Reports
1:1Talos ATS reporting configurations and saved dashboard views are platform-specific and do not export cleanly. BambooHR provides native Candidate Sources and Candidate Funnel reports. We do not migrate saved reports; instead, we deliver a written mapping of the key Talos metrics and filters that the customer's admin can recreate in BambooHR's reporting module using the migrated data.
Talos ATS
Docusign e-Sign Records
BambooHR
BambooHR Offer Letter / E-Signature
1:1Talos ATS e-Sign records (offer letters, contracts signed via Docusign) do not exist as extractable records in Talos. Docusign is an integrated add-on, not a native Talos object. We flag e-Sign usage during the audit phase and recommend the customer's admin re-initiates e-signature workflows from BambooHR for active or pending offers. Historical signed documents remain in Docusign and should be accessible there independently.
Talos ATS
DBS Check Results
BambooHR
Background Check Records
1:1DBS Check records from Talos (via Credence integration) do not export as structured data through the Talos data package. We flag DBS check usage during the audit phase. If the customer requires DBS history to carry forward, they should request a data export directly from Credence DBS separately. BambooHR's background check integration (available on Pro and Elite) can be configured post-migration to run new checks through BambooHR's partner providers.
| Talos ATS | BambooHR | Compatibility | |
|---|---|---|---|
| Candidate | Applicant1:1 | Fully supported | |
| Job (Vacancy) | Job1:1 | Fully supported | |
| Application | Applicant (linked to Job)1:1 | Fully supported | |
| Pipeline Stage | Pipeline Stagelossy | Fully supported | |
| Interview | Interview1:1 | Fully supported | |
| Note | Note1:1 | Fully supported | |
| Offer | Offer Letter1:1 | Fully supported | |
| User (Recruiter/Hiring Manager) | User1:1 | Fully supported | |
| Custom Field | Custom Fieldlossy | Fully supported | |
| Reports and Dashboards | Reports1:1 | Not supported | |
| Docusign e-Sign Records | BambooHR Offer Letter / E-Signature1:1 | Fully supported | |
| DBS Check Results | Background Check Records1:1 | 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.
Talos ATS gotchas
No public API — migration requires Talos360-led export
Custom pipeline stages require manual reconfiguration
Add-on modules billed separately affect migration scoping
Clunky initial setup creates data quality debt
BambooHR gotchas
Undocumented API rate limits can trigger 503 errors
Per-employee pricing model requires active record count verification
API credentials must be sent on every request to avoid extra round trips
Custom field schema varies per account and requires manual inventory
Document and attachment exports are not covered by standard report exports
Pair-specific challenges
Migration approach
Audit and Talos360 export coordination
We conduct a structured audit of the Talos ATS portal, identifying candidate volume, active and closed jobs, application history depth, pipeline stage configuration, custom fields, user accounts, and add-on module usage (e-Sign, DBS, SMS). Simultaneously, we initiate the data export request with Talos360 professional services and track delivery timeline. The audit output is a written scope document listing every Talos object, its record count, and its mapping destination in BambooHR. Any add-on data requiring separate pulls (Docusign, Credence DBS) is flagged and the customer is responsible for requesting those exports independently.
BambooHR instance configuration
We configure the BambooHR ATS environment before data import begins. This includes provisioning the BambooHR API key, setting up pipeline stages to match the Talos stage labels (with consolidation applied per the scoping decision), creating custom applicant and job fields mapped from Talos custom fields, configuring user accounts that correspond to the Talos users identified in the audit, and setting up the BambooHR careers site if the customer intends to use BambooHR for job posting as well. BambooHR package tier (Core, Pro, or Elite) is confirmed to ensure stage count limits and ATS feature availability match the migration scope.
Data extraction and transformation
Talos360 delivers the export package (typically CSV or structured JSON depending on the facilitated export format). We transform the source data to match BambooHR's API import format, applying the stage consolidation mapping, resolving user ownership by email match, mapping custom fields by type, and preserving historical timestamps. Any Talos data quality issues identified during the audit (incomplete records, missing fields, inconsistent formatting from parallel spreadsheet use during initial setup) are resolved in the transform layer with documented decisions for the customer to review.
Sandbox migration and reconciliation
We run a full migration into a BambooHR sandbox or staging environment using production-like data volume. The customer's HR lead reconciles record counts, spot-checks 20-40 random applicant and job records against the Talos source, and signs off the mapping and data quality before production migration begins. Any field mapping corrections, stage label adjustments, or ownership resolutions happen in staging, not in production. Talos360 export packages are re-requested if the initial delivery was incomplete.
Production migration in dependency order
We run production migration in record-dependency order: BambooHR Users (validated against the reconciled user list), Jobs (from Talos Vacancies), Applicants (with parent Job linkage resolved), Notes (linked to Applicants after Applicant import), Interviews (linked to Applicants), and Offer Letters (with compensation and start date preserved). Each phase emits a row-count reconciliation report before the next phase begins. The Talos ATS instance is frozen for writes during the cutover window to prevent new records from being created on the source side that would miss the migration.
Cutover, validation, and workflow inventory delivery
We perform a final delta migration of any records created or modified during the cutover window, validate record counts against the Talos source, and hand over BambooHR as the system of record. We deliver the written workflow inventory documenting every Talos stage automation trigger, Tali AI tagging rule, and e-Sign workflow that requires rebuild in BambooHR. We do not rebuild Talos automations as BambooHR workflows within the migration scope; that is a separate engagement or an internal admin task. We provide a one-week post-migration support window to resolve reconciliation issues raised by the recruiting team.
Platform deep dives
Talos ATS
Source
Strengths
Weaknesses
BambooHR
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 Talos ATS and BambooHR.
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
Talos ATS: Not publicly documented.
Data volume sensitivity
Talos ATS 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 Talos ATS to BambooHR migration scoping. Not seeing yours? Book a call.
Walk through your Talos ATS to BambooHR migration with a real engineer — 30 minutes, free, written quote within 24 hours.
Book a free 30 minute consultationAdjacent paths
Other ways to leave Talos ATS
Other ways to arrive at BambooHR
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.