CRM migration
Field-level mapping, validation, and rollback between Skyward CRM and Twenty CRM. We move data and schema; workflows are rebuilt natively in Twenty CRM.
Skyward CRM
Source
Twenty CRM
Destination
Compatibility
11 of 12
objects map 1:1 between Skyward CRM and Twenty CRM.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Skyward CRM and Twenty CRM have fundamentally different extraction and ingestion models. Skyward CRM does not publish a public REST API or bulk export endpoint, which means cloud deployments require UI-based export and on-premise deployments require direct database queries. We establish the extraction path during discovery, then map Skyward's core objects (Contacts, Leads, Companies, Deals, Activities) to Twenty's standard objects (Person, Company, Opportunity, Task, Note) through CSV import via Twenty's REST API. Skyward's partner management module uses a non-standard schema that requires a separate staging-table strategy. Pipeline stage names are fully customizable in Skyward and must be mapped explicitly to Twenty stage values before Opportunity import. Twenty's open-source, self-hosted model (AGPL-3.0 license) returns data ownership to the business, and the platform's custom object model accommodates Skyward's custom field extensions without requiring a paid enterprise tier. We do not migrate Reports, Workflows, Sequences, or automations as code; these are delivered as written inventories for the customer's team to rebuild in Twenty.
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 Skyward CRM object lands in Twenty CRM, including any object-level transformations, lookup resolution, or schema-design dependencies.
Typical mapping — final map is confirmed during the sample migration step.
Skyward CRM
Contact
Twenty CRM
Person
1:1Skyward CRM Contact records map directly to Twenty CRM Person. Standard fields (name, email, phone, address) map to their Twenty equivalents. Contact records are extracted from Skyward after Companies to satisfy the company-person relationship. If the customer uses both Contacts and Leads in Skyward, both map to Person in Twenty, and we preserve the original record type in a custom field for audit and segmentation.
Skyward CRM
Lead
Twenty CRM
Person
1:1Skyward CRM Lead records map to Twenty CRM Person with a lifecycle indicator preserved as a custom field. If the customer runs separate Contact and Lead lifecycles in Skyward, we map both to Person in Twenty and tag each record with the original object name to preserve the distinction. The email address serves as the dedupe key during import to prevent duplicate Person records.
Skyward CRM
Company
Twenty CRM
Company
1:1Skyward CRM Company records map to Twenty CRM Company as the parent entity for Person records. We extract Companies first in the migration sequence to establish foreign-key relationships before importing Person records that reference them. The company domain becomes the Website field and is used as a secondary dedupe key alongside the primary name key.
Skyward CRM
Deal
Twenty CRM
Opportunity
1:1Skyward CRM Deal records map to Twenty CRM Opportunity with deal value, stage name, and owner preserved. Pipeline stage names in Skyward are fully customizable and must be mapped explicitly to Twenty stage values during migration. We capture the complete Skyward pipeline configuration during scoping, produce a stage-mapping table, and configure Twenty stages before importing any Opportunity records. Closed-won and closed-lost reasons from Skyward custom fields map to custom Opportunity fields in Twenty.
Skyward CRM
Activity: Call, Email, Meeting, Task
Twenty CRM
Task
1:1Skyward CRM activity records of all types (calls, emails, meetings, tasks) map to Twenty CRM Task records. We add a type flag to each Task record to preserve the original Skyward activity type (call, email, meeting). Activity timestamps are normalized to UTC during import. Each Task is linked to the resolved Person and Opportunity parent records using Twenty's relationship fields.
Skyward CRM
Activity: Note
Twenty CRM
Note
1:1Skyward CRM note records map to Twenty CRM Note objects linked to the parent Person, Company, or Opportunity. Rich text content and any attachments migrate as-is. Note creation timestamps are preserved to maintain the activity timeline ordering that sales teams rely on.
Skyward CRM
Partner Record
Twenty CRM
Company, Person, or Custom Object
1:1Skyward CRM's partner management module stores partner entities with a schema distinct from standard contacts, including partner type, commission structure, and shared lead attribution fields. Partner records do not automatically merge with contacts even when the partner is also a customer. We extract partner records into a separate staging table and map them to Twenty's equivalent objects based on the customer's intended use case: Company if the partner is an organization, Person if an individual, or a custom Partner object if commission and attribution tracking is required.
Skyward CRM
Custom Field
Twenty CRM
Custom Field
lossySkyward CRM supports custom fields on core objects, but the platform does not expose a public metadata API. We discover custom fields during the scoping phase by querying the Skyward CRM admin panel for each object. Each discovered custom field is documented in the field-mapping spreadsheet with its Skyward name, data type, and mapped Twenty field name. Fields must be pre-created in Twenty's data model before CSV import runs; the import creates records, not fields.
Skyward CRM
User / Owner
Twenty CRM
User
1:1Skyward CRM team members assigned as record owners are mapped to Twenty CRM users. We extract the full user roster from Skyward and match by email address against the Twenty destination. Any Skyward owner without a matching Twenty user goes to a reconciliation queue for the customer's admin to provision before record import resumes. Owner assignments on Deals, Contacts, and Activities cannot be resolved until all users are provisioned.
Skyward CRM
Product
Twenty CRM
Product
1:1Skyward CRM product catalog entries can be linked to Deals. We extract product records including name, SKU, pricing, and description. Product-to-deal associations require junction-table handling during import to preserve the many-to-many relationship between Opportunity and Product in Twenty.
Skyward CRM
Custom Object
Twenty CRM
Custom Object
1:1Skyward CRM supports custom field extensions on core objects, and Twenty CRM supports full custom object creation. If the customer has a custom entity schema beyond standard objects, we create the equivalent custom object in Twenty during the schema design phase, including all custom fields, field types, and lookup relationships to standard objects. The customer's intended use of the custom data determines the relationship model in Twenty.
Skyward CRM
Report
Twenty CRM
Report (not migrated)
1:1Skyward CRM Reports are generated from live data and are not stored as independent record sets. Reports do not migrate because they are configuration artifacts rather than data. We do not rebuild reports inside the migration scope. Customers recreate reports in Twenty as Views, which are interactive rather than static. We deliver a written inventory of every Skyward report with its filters and field selection for the customer's admin to rebuild as Twenty Views.
| Skyward CRM | Twenty CRM | Compatibility | |
|---|---|---|---|
| Contact | Person1:1 | Fully supported | |
| Lead | Person1:1 | Fully supported | |
| Company | Company1:1 | Fully supported | |
| Deal | Opportunity1:1 | Fully supported | |
| Activity: Call, Email, Meeting, Task | Task1:1 | Fully supported | |
| Activity: Note | Note1:1 | Fully supported | |
| Partner Record | Company, Person, or Custom Object1:1 | Fully supported | |
| Custom Field | Custom Fieldlossy | Fully supported | |
| User / Owner | User1:1 | Fully supported | |
| Product | Product1:1 | Fully supported | |
| Custom Object | Custom Object1:1 | Fully supported | |
| Report | Report (not migrated)1:1 | 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.
Skyward CRM gotchas
No publicly documented bulk export API
On-premise vs. cloud extraction paths diverge
Custom field schema requires manual discovery
Deal pipeline stage names are not standardized
Partner records use a non-standard schema
Twenty CRM gotchas
Import order is enforced and critical
Export limited to 20,000 records and visible columns only
Soft-deleted records count toward uniqueness and trigger restores
API rate limits cap at 200 req/min on Organization tier
No native email sequences — follow-up cadences require external tools
Pair-specific challenges
Migration approach
Discovery and deployment-type confirmation
We audit the source Skyward CRM instance to establish the extraction path. For on-premise deployments, we confirm database access credentials and schema documentation. For cloud deployments, we review the available export capabilities in the admin panel and identify any row limits or field-type exclusions. We enumerate custom fields on each object by querying the admin panel, document the pipeline stage configuration, extract the full user roster for owner mapping, and assess the partner module schema. The discovery output is a written migration scope that defines extraction method, object list, and any known constraints before a single record is extracted.
Schema design in Twenty CRM
We create the destination schema in Twenty CRM before any data is extracted from Skyward. This includes pre-creating custom fields discovered during scoping, configuring Opportunity stages mapped from the Skyward pipeline, creating any custom objects needed for partner or custom entity data, and establishing the relationship model between Person, Company, and Opportunity. We also invite and provision all team members in Twenty before import so that owner resolution works during the data load.
Data extraction from Skyward CRM
We extract data from Skyward CRM using the deployment-appropriate method. On-premise instances use direct database queries targeting the relevant object tables. Cloud instances use available UI-based export features. We extract in dependency order: Companies first, then Persons (Contacts and Leads), then Opportunities, then Activities, then Products and custom object records. We flag any records with missing required fields (orphaned contacts without a company reference, Opportunities without an owner) and escalate to the customer for resolution before proceeding to the staging phase.
Staging, transformation, and field mapping
We stage all extracted records and apply field-level transformations: date normalization to UTC, phone number formatting, address field splitting, and lifecycle-type tagging for Person records (preserving whether each record originated as a Contact or Lead in Skyward). We apply the stage-mapping table to Opportunities, transform partner records into the chosen destination object (Company, Person, or custom), and prepare CSV files for import into Twenty. The staging output is a set of reconcilable import files with a row-count report for each object.
Import into Twenty CRM via API
We import records into Twenty CRM using the platform's REST API endpoints. The import sequence mirrors the extraction sequence: Companies first, then Persons with company references resolved, then Opportunities with stage values and owner references resolved, then Activities and Notes linked to their parent Person and Opportunity records. We maintain original timestamps throughout. After each object import, we emit a row-count reconciliation report comparing the source extract count to the destination insert count and investigate any discrepancies before the next phase begins.
Validation, cutover, and automation inventory delivery
We perform a post-import validation that includes record-count reconciliation across all objects, spot-checking of 25-50 random records against the Skyward source, and verification of relationship integrity (Person-Company links, Opportunity-Product associations, Activity-Person-Opportunity chains). We deliver a written inventory of every Skyward Report and Workflow that requires rebuild in Twenty. We support a brief parallel-run window before cutover and a one-week hypercare period for reconciliation issues. We do not rebuild automations, sequences, or workflows as part of the migration scope.
Platform deep dives
Skyward CRM
Source
Strengths
Weaknesses
Twenty CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 3 of 8 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Skyward CRM and Twenty CRM.
Object compatibility
3 of 8 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
8-object category — typical timelines run 2–7 days end-to-end.
API constraints
Skyward CRM: Not publicly documented.
Data volume sensitivity
Skyward CRM 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.
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FAQ
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