HRMS migration

Migrate from Toast to Crelate

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

Toast logo

Toast

Source

Crelate

Destination

Crelate logo

Compatibility

67%

8 of 12

objects map 1:1 between Toast and Crelate.

Complexity

BStandard

Timeline

4-6 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Toast to Crelate is an HRMS-to-ATS migration where the source platform manages restaurant labor (employees, shifts, time tracking) and the destination manages recruiting and placement workflows (candidates, job orders, clients). Toast's employee records map to Crelate Candidates, Shifts map to Job Orders, and Time Entries map to Activity records, but Toast does not expose compensation data (hourly rate, overtime, tips) via its standard API, creating a gap that must be disclosed to the customer's payroll team. Crelate enforces 120 requests per minute on its API, requiring batch chunking and exponential backoff for migrations exceeding 50,000 employee records. We do not migrate Toast scheduling rules, labor-rule alerts, or payroll exports; we deliver a written inventory of these for the customer's HR admin to rebuild in Crelate or a separate payroll platform.

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

Toast logo

Toast

What's pushing teams away

  • Mandatory Toast payment processing with higher-than-average fees drives frustration, especially as restaurant volume grows and margins tighten.
  • Proprietary hardware and locked ecosystem prevent mixing Toast terminals with third-party processors, limiting flexibility when switching providers.
  • Contract termination fees are reported as costly and opaque, with limited-damages clauses that complicate exit negotiations.
  • Inconsistent customer support with reported delays and unhelpful responses creates frustration during critical operational issues.
  • SFTP-based data exports with a 7-day retention window create urgency and risk if restaurants do not pull exports promptly before switching.

Choosing

Crelate logo

Crelate

What's pulling them in

  • Affordable per-seat pricing with transparent tiers makes Crelate accessible for small-to-mid staffing firms evaluating ATS platforms for the first time.
  • Fast implementation reported by customers—some describe getting live in a matter of minutes with support team assistance.
  • Unified ATS + CRM in a single product eliminates the need to buy and synchronize separate recruiting and sales tools.
  • Flexible custom fields across Contacts, Companies, and Opportunities allow recruiting teams to capture firm-specific data without developer involvement.
  • Positive reviews highlight the product's intuitive interface and functional breadth for teams that need recruiting workflows without enterprise overhead.

Object mapping

How Toast objects map to Crelate

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

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

Toast

Employee

maps to

Crelate

Candidate

1:1
Fully supported

Toast Employee records (first name, last name, email, phone, role, hire date, location assignment) map to Crelate Candidate records. We use email as the primary dedupe key and flag any duplicate candidates by name-and-email combination for the customer's review. Toast's employee_id becomes Crelate's candidate ID field. Note: Toast does not expose hourly rate, compensation history, tip income, or overtime rates via its standard API; these fields are held as a disclosed gap and must be entered manually or pulled from Toast's payroll export in Crelate's placement or custom fields post-migration.

Toast

Time Entry

maps to

Crelate

Activity

1:1
Fully supported

Toast Time Entry records (clock-in timestamp, clock-out timestamp, break duration, hours worked, overtime flag, location) map to Crelate Activity records with ActivityType = TimeEntry and the original clock-in/clock-out timestamps preserved in custom date fields. Activity links to the Candidate record via the employee-to-candidate mapping. Crelate's 120 req/min rate limit means we chunk time-entry imports into batches of 500 records with exponential backoff on 429 responses, which extends migration time for accounts exceeding 100,000 time entries.

Toast

Shift

maps to

Crelate

Job Order

1:many
Fully supported

Toast Shifts (employee assignment, start time, end time, role, location, shift notes) map to Crelate Job Order records. Each Toast shift becomes a Job Order with requirements populated from the shift role, start/end times mapped to the job order's target start and fill deadline, and the assigned employee linked via the employee-to-candidate mapping as an initial submission or saved candidate. Multi-location deployments route shifts to separate Crelate office or team records based on the Toast location field.

Toast

Role

maps to

Crelate

Skill Tag (on Candidate) + Job Order Requirement

lossy
Fully supported

Toast Roles (server, cook, host, manager, etc.) map to Crelate Skill tags on Candidate records and as requirement keywords on Job Orders. We extract all distinct role values from Toast Employee records during scoping and create corresponding Crelate skills during the destination schema setup. Role-based pay differentials (where available in Toast UI but not API) are noted as a compensation gap to be addressed in Crelate placement records.

Toast

Location

maps to

Crelate

Crelate Office or Client

1:1
Fully supported

Toast Locations (restaurant addresses, franchise units) map to Crelate Office records or Client records depending on the staffing firm's operating model. Single-location restaurants migrating to Crelate use one Office record; multi-location operators use one Client record per entity with multiple Office records beneath it. We extract the full location list from Toast during discovery and configure the Crelate structure before any employee data is imported.

Toast

Employee Permissions

maps to

Crelate

Crelate User Access Role

lossy
Fully supported

Toast employee permissions (manager, admin, server-level) map to Crelate access roles (Recruiter, Admin, Read-Only) on the Crelate User account, not the Candidate record. We extract permission levels from Toast and match them to the closest Crelate role during migration. The customer must provision Crelate User accounts separately because Toast employee permissions and Crelate platform access are separate security models.

Toast

Customer Profile (Guest)

maps to

Crelate

Contact (Client)

1:1
Fully supported

If the migration scope includes Toast Guest Profiles (visit history, loyalty points, email), these map to Crelate Contact records on the Client object. This is only applicable if the staffing firm uses Toast for customer-facing guest management in addition to labor management, which is uncommon but possible for hospitality staffing operators. Guest profiles without email addresses are flagged for manual enrichment.

Toast

Orders

maps to

Crelate

Not migrated

1:1
Fully supported

Toast Orders, Payments, Menu Items, and Checks are restaurant transaction data not relevant to Crelate's ATS model. These do not migrate. If the customer requires order or sales reporting, we recommend a separate data warehouse export from Toast's SFTP nightly files.

Toast

Vendor and Inventory

maps to

Crelate

Not migrated

1:1
Fully supported

Toast's vendor management, purchase orders, and inventory tracking are not exposed via public API and are outside the ATS scope. We do not migrate these objects.

Toast

Cash Management and Taxes

maps to

Crelate

Not migrated

1:1
Fully supported

Toast cash drawer tracking, bank deposits, and tax configuration are restaurant-specific financial data with no equivalent in Crelate's recruiting model. These do not migrate. The customer's accounting team handles these records in their payroll or accounting system separately.

Toast

Tip Pool and Gratuity Configuration

maps to

Crelate

Custom Field on Placement

lossy
Fully supported

Toast tip pool rules and gratuity configuration are part of Toast's payroll layer and are not accessible via API. We document the tip pool structure during discovery as a written reference for the customer's payroll admin to configure in their payroll platform (Gusto, ADP, or equivalent) post-migration. Tip-related custom fields can be added to Crelate Placement records if bill rate and pay rate transparency is required for internal reporting.

Toast

Scheduling Rules and Labor Alerts

maps to

Crelate

Written inventory (not migrated)

1:1
Fully supported

Toast scheduling rules (minimum rest period, maximum hours, overtime triggers) and labor-cost alert thresholds are payroll-administration features that do not have equivalents in Crelate's ATS model. We do not migrate them as code. We deliver a written inventory of every active scheduling rule and alert with the recommended rebuild approach in the customer's chosen payroll platform. Rebuilding these rules in Crelate would require custom field logic and is not standard ATS scope.

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.

Toast logo

Toast gotchas

High

Mandatory Toast payment processing is non-negotiable

High

SFTP export files are retained for only seven days

High

Proprietary hardware cannot be repurposed after switching

Medium

API rate limits restrict bulk export throughput

Medium

Hidden fees inflate apparent cost savings from switching

Crelate logo

Crelate gotchas

High

120 req/min API rate limit throttles bulk migrations

High

20 custom field per-entity cap forces data model decisions

Medium

15,000-record export ceiling on single operations

Medium

Sequences and automation workflows do not migrate

Low

API key is a querystring parameter, not a header

Pair-specific challenges

  • Toast does not expose compensation data via standard API

    Toast's employee compensation fields including hourly rate, tip income, overtime pay, and commission structures are available in the Toast UI and payroll module but are not accessible via the public API. This means migrated Crelate Candidate records will not carry pay rate information unless the customer exports compensation data separately from Toast's payroll export and manually enters or batch-uploads it into Crelate Placement or custom fields post-migration. We flag this gap during scoping and include it in the written handoff document so the payroll team can close it before the first payroll run in the new system.

  • Toast shifts require restructuring to fit ATS job-order model

    Toast Shifts are time-blocked labor assignments with a start time, end time, and employee attribution. Crelate Job Orders represent recruiting assignments with requirements, status, and a pipeline. These are structurally different. We map Toast shifts to Job Orders but note that a single shift does not automatically become a fillable job order in Crelate's workflow. The customer's recruiters must review each migrated Job Order, confirm requirements are accurate, and move it through Crelate's candidate submission and placement stages manually. Migrations that skip this review step produce Job Orders with mismatched status that confuse recruiters during the first weeks of production use.

  • Crelate API rate limit requires chunking for large time-entry sets

    Crelate enforces 120 requests per minute on its standard API tier, rising to 500 req/min on Enterprise. Toast accounts with high-volume hourly workforces can accumulate 200,000 to 1,000,000 time entries annually. We implement batch chunking at 500 records per batch with exponential backoff on 429 responses and state management to resume from the last successful record on timeout. Without this, large migrations silently drop records or stall entirely. We validate row counts against Toast's export totals before declaring the migration complete.

  • Duplicate employee records require merge decisions

    Restaurants frequently create duplicate Toast Employee records for the same person when re-hired after a gap, transferred between locations, or onboarded by different managers. Crelate's candidate deduplication uses email as the primary key. We extract all Toast Employee records, compute duplicate candidates by email-and-name hash, and present a merge decision list to the customer's admin before import begins. Records merged incorrectly in Crelate can break placement histories and client billing.

  • Toast SFTP export files are auto-deleted after seven days

    Toast's nightly data exports are delivered to a customer SFTP directory and auto-deleted after seven days. If the customer has not pulled exports regularly during the migration planning window, historical time entries and shift data may no longer be available from Toast. We request an immediate full SFTP export upon engagement and recommend daily pulls during the migration timeline. We maintain our own archive of exported files beyond Toast's seven-day window to ensure continuity. This is not a Crelate-specific issue but applies to all Toast migrations and must be addressed before scoping begins.

Migration approach

Six steps for a successful Toast to Crelate data migration

  1. Discovery and data audit

    We audit the source Toast account for all Employee records, Time Entry volume and date range, Shift records by location and role, and any guest profile or contact data in scope. We extract Toast's employee role list and location list for Crelate skill and office setup. We request an immediate full SFTP export from Toast to establish the baseline data set and archive it before the seven-day deletion window closes. We pair this with a Crelate instance audit: existing users, active job orders, client records, and the customer's Crelate edition tier to confirm API rate limits.

  2. Destination schema design

    We design the Crelate destination schema before any data moves. This includes creating Skill tags from Toast roles, provisioning Office records from Toast locations, configuring custom fields for clock-in and clock-out timestamps on Crelate Activities, and defining the Crelate access roles that map to Toast employee permission levels. We deploy schema changes to Crelate's sandbox or staging environment first for validation. The shift-to-job-order routing logic is documented in the mapping specification with the customer sign-off before migration begins.

  3. Employee-to-candidate mapping and deduplication

    We extract all Toast Employee records and compute duplicates by email-and-name hash. The customer reviews the duplicate merge decision list and approves the merge resolution before we begin importing. Each approved unique Employee record becomes a Crelate Candidate. We run a test import of 50-100 employee records first and reconcile field counts with Toast's export totals before proceeding to the full import.

  4. Sandbox migration and time-entry pacing

    We run a sandbox migration with a sample of Time Entries to validate API pacing under Crelate's 120 req/min limit. We configure batch chunking at 500 records per batch with exponential backoff, 30-second jitter, and state persistence for resume-from-checkpoint on timeout. The customer spot-checks migrated activities against Toast source records. Any mapping corrections are applied to the production migration script before the production migration window opens.

  5. Production migration in dependency order

    We run production migration in this order: Crelate Office and Skill setup (configuration), Candidate import (from Toast Employees with deduplication applied), Activity import (from Toast Time Entries with clock-in/clock-out preserved), Job Order creation (from Toast Shifts with employee-to-candidate links resolved). Each phase emits a row-count reconciliation report comparing Toast export totals against Crelate insert totals before the next phase begins. Any gaps are investigated before proceeding.

  6. Cutover, validation, and handoff

    We freeze writes to Toast during cutover and run a final delta migration of any Time Entries created since the last export. We enable Crelate as the system of record for recruiting and placement tracking. We deliver the written inventory of Toast scheduling rules, labor alerts, and compensation data gaps for the customer's HR and payroll admin to rebuild. We do not rebuild Toast scheduling rules in Crelate as this is outside ATS scope. We support a one-week hypercare window for reconciliation issues and can extend support for additional weeks as a separate engagement.

Platform deep dives

Context on both ends of the pair

Toast logo

Toast

Source

Strengths

  • Fully integrated POS, payment processing, and back-office management in a single cloud platform.
  • Restaurant-specific workflows including table management, kitchen display, and modifiers are purpose-built, not generic retail features.
  • Multi-location Enterprise module provides centralized menu sharing and consolidated reporting across restaurant groups.
  • Free Starter Kit tier enables small restaurants to adopt the platform without upfront cost.
  • Integrated online ordering, loyalty programs, and delivery aggregators reduce third-party software dependencies.

Weaknesses

  • Mandatory Toast payment processing cannot be replaced with a third-party processor, limiting rate negotiation.
  • Proprietary hardware only works with Toast's ecosystem, requiring full terminal replacement when switching providers.
  • Higher-than-average transaction fees compared to independent processors become a significant cost at scale.
  • Contracts include potentially costly early termination fees and limited-damages clauses.
  • Poor and inconsistent customer support is a recurring theme in user reviews, particularly for issue resolution.
Crelate logo

Crelate

Destination

Strengths

  • Unified ATS and CRM in a single platform reduces data synchronization overhead for recruiting teams.
  • Fast setup with guided implementation reported as a significant time saver for small teams.
  • Transparent per-seat pricing without surprise fees at the base tier.
  • Flexible custom field configuration across core objects without developer dependency.
  • Export capability supports up to 15,000 records per operation for Contacts, Companies, and Opportunities.

Weaknesses

  • API rate limit of 120 requests per minute restricts bulk migration throughput.
  • Custom field cap of 20 per entity requires field consolidation for complex recruiting schemas.
  • All advanced features (Activities, Activity Forms, Core Record Field customization) are tier-gated add-ons.
  • Customer service responsiveness receives consistent negative feedback in reviews.
  • Resume parsing quality trails competitors and generates support requests.

Complexity grading

How hard is this migration?

Standard HRMS migration. 2 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 Toast and Crelate.

  • Object compatibility

    B

    2 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

    Toast: Global ~20 req/sec across all APIs; per-API limits also apply; rate limit headers returned in every response.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Toast to Crelate 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 Toast to Crelate data migrations

Answers to the questions buyers ask most during Toast to Crelate migration scoping. Not seeing yours? Book a call.

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Migrations under 5,000 Employees with straightforward deduplication and no multi-location complexity land between four and six weeks. Migrations with duplicate merge decisions, multi-location shift routing to separate Crelate offices, or time-entry histories exceeding 200,000 records move to ten to fourteen weeks because of API rate-limit pacing on Crelate's side and the shift-to-job-order routing design work required before import.

Adjacent paths

Related migrations to explore

Ready when you are

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