HRMS migration

Migrate from TalentFlow to Recruit CRM & ATS

Field-level mapping, validation, and rollback between TalentFlow and Recruit CRM & ATS. We move data and schema; workflows are rebuilt natively in Recruit CRM & ATS.

TalentFlow logo

TalentFlow

Source

Recruit CRM & ATS

Destination

Recruit CRM & ATS logo

Compatibility

67%

8 of 12

objects map 1:1 between TalentFlow and Recruit CRM & ATS.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from TalentFlow to Recruit CRM is a schema translation, not a direct copy. TalentFlow is built around entertainment-agency concepts: a Talent roster with headshots and representation status, Client companies as hiring entities, Job orders linked to those clients, Submissions tying Talents to Jobs, and a Contracts-and-Deals model tied to commission tracking. Recruit CRM uses a standard ATS/CRM object model: Candidates, Contacts, Companies, Jobs, Applications, and Deals. We map TalentFlow Talents to Recruit CRM Candidates, preserve the Submission-to-Job linkage as Application records with stage and notes intact, and translate the Deals commission structure. Contracts migrate as structured records but lack a native contract management module in Recruit CRM at lower tiers, so we flag contract-stage gaps during scoping. TalentFlow's undocumented API means we require a live credential review to determine export feasibility before scope is finalized. We do not migrate workflows, automations, or the platform's calendar events.

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

TalentFlow logo

TalentFlow

What's pushing teams away

  • Agencies scaling beyond 350 clients or 5 team members report hitting the limits of Boutique Agency tier with no clear upgrade path visible on the website.
  • The platform's entertainment-industry specialization means feature gaps for agencies in adjacent verticals like corporate staffing or executive search.
  • Smaller agencies report that the feature set, while adequate for basic operations, does not justify the cost compared to lighter ATS tools with lower monthly commitments.
  • Some users note that workflow customization options feel constrained for agencies with non-standard hiring processes or highly specific submission stages.

Choosing

Recruit CRM & ATS logo

Recruit CRM & ATS

What's pulling them in

  • Agencies choose Recruit CRM for its full customizability — pipelines, stages, and fields can be tailored to any recruitment workflow without developer involvement.
  • Small teams value the built-in CRM and ATS combined in one subscription, eliminating the need to purchase and sync separate systems.
  • The Chrome extension for one-click LinkedIn profile collection streamlines candidate sourcing and reduces manual data entry for recruiters.
  • Responsive customer support with fast issue resolution is consistently cited as a reason teams stick with the platform long-term.
  • Automation options including email sequences and workflow triggers allow recruitment agencies to reduce repetitive manual outreach tasks.

Object mapping

How TalentFlow objects map to Recruit CRM & ATS

Each row shows how a TalentFlow 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.

TalentFlow

Talent (Roster)

maps to

Recruit CRM & ATS

Candidate

1:1
Fully supported

TalentFlow Talent records map to Recruit CRM Candidate records. We migrate contact information (name, email, phone), representation status, bio text, and headshot file references. The Candidate source field is set to 'TalentFlow Migration' to flag imported records. We resolve the headshot file attachment by exporting from TalentFlow and re-attaching to the Candidate record in Recruit CRM via the Files endpoint. Custom fields on Talent (drop-down options, date fields, text notes) are discovered during live discovery and mapped to equivalent Recruit CRM custom fields on the Candidate object.

TalentFlow

Client

maps to

Recruit CRM & ATS

Company

1:1
Fully supported

TalentFlow Client records map to Recruit CRM Company records. We migrate company name, contact information, industry classification, and client notes. The Client-Industry mapping may require normalization if TalentFlow uses entertainment-specific industry values. Client notes migrate to the Company description or a custom notes field depending on length. We create the Company record before any Candidate-to-Job submission mapping so the CompanyId lookup is satisfied at import time.

TalentFlow

Job (Position)

maps to

Recruit CRM & ATS

Job

1:1
Fully supported

TalentFlow Job records map directly to Recruit CRM Job records. We migrate job title, description, location, employment type, and status. Pay range fields migrate to the Job's salary fields if present. The job's linked Client record establishes the CompanyId on the Job. Pipeline stage definitions in TalentFlow (submission stages, interview stages, offer stages) are captured and mapped to Recruit CRM's pipeline stages during configuration.

TalentFlow

Submission

maps to

Recruit CRM & ATS

Application

1:1
Fully supported

TalentFlow Submissions map to Recruit CRM Application records. Each Submission links a Talent (Candidate) to a Job and tracks stage, submitted date, and rejection notes. We resolve the CandidateId and JobId lookups from the migrated records using the original Talent email and Job title as dedupe keys. Submission metadata including stage history and rejection reasons migrate as structured fields on the Application record. This is the most relationship-dependent object in the migration and runs after both Candidate and Job imports are validated.

TalentFlow

Contract

maps to

Recruit CRM & ATS

Custom Fields on Job or Deal

lossy
Fully supported

Recruit CRM does not have a native Contract management object at standard tiers. TalentFlow Contract records (agreement terms, parties, commission rates, effective dates) require a custom field configuration in Recruit CRM. We propose a Contract custom field group on the Job or Deal object depending on whether the contract is client-facing or talent-placement-facing. Commission rate and effective date fields migrate as custom fields; the contract document itself migrates as a file attachment linked to the parent record. We flag this gap during scoping so the customer confirms the preferred placement before migration.

TalentFlow

Deal

maps to

Recruit CRM & ATS

Deal

1:1
Fully supported

TalentFlow Deal records map to Recruit CRM Deal records. We migrate deal value, expected close date, associated Talent (Candidate), Client (Company), and Job linkage. Deal stage and status map to Recruit CRM Deal stage values, with closed-won and closed-lost mapped to the equivalent destination stages. Deal notes migrate as the Deal description. We resolve the CandidateId, CompanyId, and JobId lookups at migration time using the same dedupe-key strategy used for Applications.

TalentFlow

Team Member

maps to

Recruit CRM & ATS

User

1:1
Fully supported

TalentFlow user accounts for agents and admins map to Recruit CRM User records. We extract user email, name, and role. Role naming conventions differ: TalentFlow uses agent and admin role types while Recruit CRM uses its own permission model. We map TalentFlow roles to the closest Recruit CRM role (Recruiter, Admin) and flag any roles without a direct equivalent for the customer's admin to configure post-migration.

TalentFlow

Custom Fields

maps to

Recruit CRM & ATS

Custom Fields

lossy
Mapping required

TalentFlow custom fields on Talent and Job objects vary per account and are discovered only during live credential review. We extract the full custom field schema (field name, type, picklist options) and map each to a Recruit CRM custom field of the equivalent type (text, date, picklist, number). Drop-down options map to Recruit CRM picklist values. Any custom fields without an equivalent in Recruit CRM are flagged and stored as text fields with a note in the mapping worksheet for the customer's review.

TalentFlow

Attachment

maps to

Recruit CRM & ATS

File

1:1
Fully supported

Resume files, headshots, and contract documents attached to Talent or Job records in TalentFlow are exported as files and re-associated in Recruit CRM. We handle file type detection and maintain the original filename. Resume files are attached to the Candidate record; headshots are attached to the Candidate as profile media; contract documents are attached to the Job or Deal depending on the contract type configuration. We preserve the file association metadata (upload date, file size) as custom fields if the destination does not store it natively.

TalentFlow

Notes and Feedback

maps to

Recruit CRM & ATS

Note

1:1
Mapping required

Free-text notes and feedback entries attached to Talent, Job, or Submission records in TalentFlow migrate as Note records in Recruit CRM linked via the appropriate relationship (Candidate, Job, or Application). We preserve the author name and creation timestamp. Content is migrated as-is without transformation. Notes exceeding Recruit CRM's character limit are split into multiple Note records with a sequence indicator.

TalentFlow

Tag and Label

maps to

Recruit CRM & ATS

Tag or Hotlist

lossy
Fully supported

Tags applied to Talent, Job, or Submission records in TalentFlow migrate as Tags in Recruit CRM. The destination may use Tags at the Candidate level or Hotlists for grouped candidate collections. We map tag names where possible and preserve any unmapped tags as custom label fields on the record for the customer to reorganize post-migration. The customer chooses the tag strategy (single flat list vs. Hotlist groups) during scoping.

TalentFlow

Pipeline Stages

maps to

Recruit CRM & ATS

Pipeline Stages

lossy
Mapping required

TalentFlow's configurable pipeline stages for submissions (e.g., submitted, screening, interview, offer, hired) are captured with stage name, order, and any automation triggers. We configure matching pipeline stages in Recruit CRM before Application import so that stage values are valid on insert. Stage probability percentages migrate where supported.

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.

TalentFlow logo

TalentFlow gotchas

High

No publicly documented API endpoint reference

Medium

Tier-based client count limits affect migration scope

Medium

Custom fields schema is per-account and opaque

Recruit CRM & ATS logo

Recruit CRM & ATS gotchas

High

API rate limits are license-scaled and can throttle bulk migration

Medium

Custom field schemas vary per organization and require field-level mapping

Medium

Files and email attachments require separate extraction and re-upload

Low

Email sequences and automation logic do not transfer between platforms

Pair-specific challenges

  • TalentFlow has no public API — export feasibility requires live credential review

    TalentFlow does not publish a public API reference, developer documentation, or any endpoint documentation. Before we can confirm migration feasibility, we require live credentials to test whether a programmatic export path exists or whether we must fall back to CSV export with relational data fragmentation risk. CSV exports from TalentFlow may not preserve the Talent-to-Submission-to-Job linkage without manual relationship reconstruction. We flag this clearly in the discovery phase and adjust the migration approach accordingly.

  • Recruit CRM rate limits require batch chunking for large imports

    Recruit CRM's API enforces rate limits of 60 requests per minute for accounts with 6 or fewer licenses, and 10 requests per minute per license for accounts with more than 6 licenses. For migrations exceeding 10,000 records, we implement request batching, pagination, and exponential backoff on 429 responses to stay within limits. We monitor the X-RateLimit-Limit and X-RateLimit-Remaining headers on every response and pause when approaching the limit. This adds processing time but prevents import interruption mid-run.

  • Recruit CRM has no native Contract object — contract data requires custom field configuration

    TalentFlow's Contract records (agreement terms, parties, commission rates, effective dates) have no direct Recruit CRM equivalent at standard tiers. We create a custom field group on the Job or Deal object to store contract metadata, but this requires upfront configuration and the customer's sign-off on field placement. Commission rate, contract type, and effective date fields must be defined before data migration begins. We include this configuration step in the migration timeline and flag it as a blocker if not resolved during discovery.

  • TalentFlow tier-based client limits may conflict with import volume

    TalentFlow Solo Agent caps at 100 clients and Boutique Agency caps at 350 clients. If the migrating agency's roster exceeds the destination Recruit CRM plan's client record limits, new records will be rejected at import time. We audit the client count during discovery, confirm the Recruit CRM target plan supports the migrated record volume, and flag any records that would exceed the limit. Customers with rosters over the destination tier limit must upgrade before migration proceeds or archive excess records.

Migration approach

Six steps for a successful TalentFlow to Recruit CRM & ATS data migration

  1. Discovery and export feasibility assessment

    We request live TalentFlow credentials to test export capabilities. We audit the account for record counts across all objects (Talents, Clients, Jobs, Submissions, Contracts, Deals), custom field definitions, and user accounts. We also confirm the Recruit CRM target plan and API access. If TalentFlow's API is accessible, we map available endpoints; if not, we design the CSV export schema with explicit column ordering that preserves relationship pointers for reconstruction during the Recruit CRM import. The discovery output is a written migration scope with object counts, custom field list, and export approach recommendation.

  2. Recruit CRM schema configuration

    Before any data moves, we configure the Recruit CRM destination. This includes creating any custom fields needed for TalentFlow contract metadata (commission rate, contract type, effective date), configuring pipeline stages to match TalentFlow's submission stage definitions, and provisioning user accounts for each TalentFlow team member. Custom field creation requires admin access to the Recruit CRM account. Schema configuration runs in a parallel workstream to export preparation to minimize total timeline.

  3. Export and data cleansing

    We execute the export from TalentFlow using the method confirmed during discovery (API or CSV). For CSV exports, we add relationship ID columns (Talent email as candidate dedupe key, Job title as job dedupe key) to each related export file so that lookups can be resolved during import. We run a data quality pass: deduplication on Talent email and Client name, date format normalization, and flagging of records with missing required fields. We share a pre-migration data quality report with the customer for review before import begins.

  4. Parent-record import in dependency order

    We import records into Recruit CRM in strict dependency order: Company records first (from TalentFlow Clients), then User records for team members, then Job records, then Candidate records (from TalentFlow Talents), then Application records (from TalentFlow Submissions), then Deal records. Each phase waits for the previous to validate before proceeding. We resolve lookups (CandidateId on Application, CompanyId on Job, CandidateId and JobId on Application) using the dedupe keys embedded in the export files. We implement Recruit CRM rate-limit handling throughout with backoff and retry logic.

  5. Attachments and file migration

    After all record imports are validated, we migrate file attachments: resumes to Candidates, headshots to Candidates as profile media, and contract documents to Job or Deal records depending on the contract configuration. We validate each file attachment by confirming the linked record ID in Recruit CRM matches the expected source record. File type validation ensures binary files are not corrupted during transfer.

  6. Post-migration validation and inventory handoff

    We run a row-count reconciliation comparing TalentFlow export totals to Recruit CRM import totals for each object. We spot-check 25-50 records across objects for field-level accuracy. We deliver a written inventory of any custom fields, pipeline stages, or tags that could not be migrated and require manual setup. We do not rebuild TalentFlow workflows or automations; those are documented in the handoff inventory for the customer's admin to configure in Recruit CRM. We offer a one-week hypercare window to resolve any data issues surfaced within the first five business days of production use.

Platform deep dives

Context on both ends of the pair

TalentFlow logo

TalentFlow

Source

Strengths

  • Purpose-built for entertainment talent agencies with industry-specific terminology and workflows.
  • All-in-one platform covering roster, submissions, contracts, and analytics without third-party integrations.
  • Tiered pricing from $59/month makes it accessible for solo agents and small boutiques.
  • Supports team collaboration with up to 5 members on Boutique Agency tier.
  • Contract and deal management directly tied to commission tracking for agencies.

Weaknesses

  • Documentation sparsity makes API capabilities and export options difficult to confirm without direct testing.
  • Enterprise tier pricing is opaque — requires sales contact to determine cost at scale.
  • Limited public information on API rate limits, bulk export endpoints, or webhooks.
  • Feature set is narrow compared to enterprise ATS platforms like Greenhouse or iCIMS — agencies with complex hiring workflows may find gaps.
Recruit CRM & ATS logo

Recruit CRM & ATS

Destination

Strengths

  • Fully customizable pipelines, stages, and fields without requiring developer involvement
  • Combines recruitment CRM and ATS in one subscription for staffing agencies and small teams
  • Built-in email sequences and automation reduce manual outreach work
  • Chrome extension enables one-click LinkedIn profile collection directly into the CRM
  • Responsive customer support cited across multiple reviews with fast resolution times

Weaknesses

  • Several features are gated as paid add-ons rather than included in the base subscription
  • Email functionality has been reported as unreliable by multiple users
  • Interface occasionally lags during high-activity periods in large pipelines
  • Pricing is considered higher than comparable recruitment CRMs by some customers
  • Limited native reporting — users request pre-made report exports rather than manual data pulls

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 TalentFlow and Recruit CRM & ATS.

  • 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

    TalentFlow: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your TalentFlow to Recruit CRM & ATS 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 TalentFlow to Recruit CRM & ATS data migrations

Answers to the questions buyers ask most during TalentFlow to Recruit CRM & ATS 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 Talent records and 500 active Deals with no custom objects. Migrations with large submission histories (over 10,000 application records), custom fields on both Talent and Job objects, or contract metadata requiring structured field configuration move to eight to twelve weeks. The TalentFlow export feasibility assessment adds up to one week to discovery because we require live credentials to determine whether an API export path exists or whether we must rely on CSV export.

Adjacent paths

Related migrations to explore

Ready when you are

Move from TalentFlow.
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