HRMS migration

Migrate from Talos ATS to BambooHR

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

Talos ATS logo

Talos ATS

Source

BambooHR

Destination

BambooHR logo

Compatibility

83%

10 of 12

objects map 1:1 between Talos ATS and BambooHR.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

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.

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

Talos ATS logo

Talos ATS

What's pushing teams away

  • The system was described as clunky at launch, with invoice management and initial setup requiring more effort than expected during the first months.
  • A verified reviewer noted the team were slow to enhance the product and reluctant to collaborate on customisations after contract signing.
  • As a UK-centric platform, international organisations report that localisation support outside Europe is less mature than competitors targeting a global market.

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 Talos ATS objects map to BambooHR

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

maps to

BambooHR

Applicant

1:1
Fully supported

Talos 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)

maps to

BambooHR

Job

1:1
Fully supported

Talos 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

maps to

BambooHR

Applicant (linked to Job)

1:1
Fully supported

Talos 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

maps to

BambooHR

Pipeline Stage

lossy
Fully supported

Talos 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

maps to

BambooHR

Interview

1:1
Fully supported

Talos 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

maps to

BambooHR

Note

1:1
Fully supported

Free-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

maps to

BambooHR

Offer Letter

1:1
Fully supported

Talos 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)

maps to

BambooHR

User

1:1
Fully supported

Talos 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

maps to

BambooHR

Custom Field

lossy
Fully supported

Talos 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

maps to

BambooHR

Reports

1:1
Not supported

Talos 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

maps to

BambooHR

BambooHR Offer Letter / E-Signature

1:1
Fully supported

Talos 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

maps to

BambooHR

Background Check Records

1:1
Fully supported

DBS 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.

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.

Talos ATS logo

Talos ATS gotchas

High

No public API — migration requires Talos360-led export

Medium

Custom pipeline stages require manual reconfiguration

Medium

Add-on modules billed separately affect migration scoping

Low

Clunky initial setup creates data quality debt

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

  • No self-service API requires Talos360-led export coordination

    Talos ATS does not publish a self-service REST API. All data extraction for migration must be coordinated with Talos360's professional services team, which adds lead time (typically 2-4 weeks of vendor coordination) and potential cost for the export package. We handle the coordination with Talos360 directly to obtain a complete field-level export, validate its completeness against the scoping checklist, and proceed to mapping. Any delays on the Talos360 side directly affect the project timeline. Organisations should initiate the export request with Talos360 as early as possible in the migration project.

  • Custom pipeline stages require manual consolidation

    Talos ATS allows organisations to define an arbitrary number of pipeline stages with custom names per job or pipeline. BambooHR's ATS pipeline model has stage count limits that vary by package tier, and stage rules are not configurable in the same way. We extract the customer's complete stage configuration during the data audit, flag where the stage count exceeds BambooHR limits, and work with the customer's admin to consolidate or rename stages to fit the BambooHR model. Stage automation triggers (e.g., send email when candidate moves to Offer stage) do not transfer and must be rebuilt in BambooHR workflows post-migration.

  • Add-on module records may require separate data pulls

    Talos ATS add-on modules (Docusign e-Sign, Credence DBS checks, reference checking, Twilio SMS) are optional and priced individually. The data from these add-ons (signed contracts, DBS status, reference results, SMS logs) is not included in the standard Talos ATS export package unless specifically requested from Talos360. We scope add-on usage during the audit phase and flag which records require a separate data pull from the integrated service provider. BambooHR has its own integrations for background checks and e-signature that must be configured post-migration.

  • Tali AI tagging and assessment data may not map directly

    Talos ATS Tali AI agent applies tagging logic and produces candidate scoring or assessment data that has no direct equivalent in BambooHR's native schema. Interview insights and AI-generated recommendations from Talos do not transfer as structured records. We preserve any structured scoring fields that exist as Talos custom fields and map them to BambooHR custom fields. AI-generated interview transcription does not migrate. We document any AI-tagging fields in the data audit report for the customer to evaluate whether the same tagging logic needs to be recreated manually in BambooHR or through a third-party AI screening integration.

  • Multi-brand and franchise configuration does not transfer as settings

    Talos ATS multi-brand and franchise reporting consolidates hiring metrics across locations or brands into a central dashboard. This is a Talos configuration layer, not a data record, and does not export. BambooHR does not have an equivalent multi-brand consolidation feature in its standard ATS. Organisations using Talos multi-brand reporting should plan to run BambooHR reporting per location or brand separately after migration, or use BambooHR's API to consolidate data into an external analytics tool for cross-brand reporting.

Migration approach

Six steps for a successful Talos ATS to BambooHR data migration

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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

Context on both ends of the pair

Talos ATS logo

Talos ATS

Source

Strengths

  • AI hiring agent (Tali) and autonomous job ad writing reduce manual effort for recurring role types.
  • Multi-brand franchise reporting consolidates local and enterprise-level hiring metrics in one view.
  • Built-in careers site builder with easy-apply supports a branded candidate experience without additional tooling.
  • Structured SLA with 30-minute critical response and 8-hour standard response on UK business hours.
  • Integrations with Docusign, Twilio SMS, Credence DBS, and payroll platforms reduce tool sprawl.

Weaknesses

  • Pricing is opaque — no public per-user tiers, with add-ons (e-Sign, DBS, SMS) charged separately, making total cost difficult to forecast.
  • UK-centric positioning means limited documentation and support availability for non-UK time zones and legal regimes.
  • No public API documentation in the research evidence — integrations require Talos360 custom development, limiting automation options for migrations.
  • Initial setup and configuration complexity creates friction for organisations without dedicated HR system administrators.
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. 1 of 7 objects need a mapping; the rest are 1:1.

B

Overall complexity

Standard migration

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

  • Object compatibility

    B

    1 of 7 objects need a mapping; the rest are 1:1.

  • 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

    Talos ATS: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Talos 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 Talos ATS to BambooHR data migrations

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

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Most migrations land between three and five weeks for accounts under 5,000 candidates and 200 active jobs with straightforward pipeline configurations. Migrations with complex multi-stage pipelines, Talos add-on usage (e-Sign, DBS, SMS), large application histories, or multi-location job configurations move to eight to twelve weeks because of the Talos360 data-pull coordination, stage consolidation design work, and BambooHR configuration scope. The Talos360 export coordination alone can add two to four weeks at the front end of the project.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Talos ATS.
Land in BambooHR, intact.

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