CRM migration

Migrate from Skyward CRM to Twenty CRM

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 logo

Skyward CRM

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

92%

11 of 12

objects map 1:1 between Skyward CRM and Twenty CRM.

Complexity

BStandard

Timeline

3-5 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

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.

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

Skyward CRM logo

Skyward CRM

What's pushing teams away

  • Hidden costs beyond the base per-user price emerge at renewal, catching SMB customers off guard when support and feature tier costs stack up.
  • Slower performance and occasional accuracy issues reported by users of the related Skyward PMS product suggest the underlying platform can strain under larger datasets.
  • Limited third-party integrations compared to established CRMs cause workflow gaps when teams need to connect to ERPs, marketing tools, or advanced analytics platforms.
  • Support responsiveness varies, with some users reporting that while development is quick, general support tier response times lag during critical migration windows.
  • The platform lacks the brand recognition and ecosystem of alternatives like HubSpot, Zoho, or Salesforce, making it harder to find experienced consultants and integration templates.

Choosing

Twenty CRM logo

Twenty CRM

What's pulling them in

  • Top open-source CRM on GitHub with 40.6K stars, giving teams full source code access and infrastructure ownership without per-feature licensing surprises.
  • Free self-hosting under AGPL-3.0 means unlimited users and custom objects for the cost of cloud infrastructure alone, typically $20–100/month.
  • Pricing page explicitly mocks competitors for charging add-on fees for API access, webhooks, and workflows — transparency that resonates with RevOps teams burned by Salesforce.
  • Unlimited custom objects and fields with no price impact, letting teams shape the data model to their business rather than forcing business into rigid schemas.
  • Modern TypeScript/React/PostgreSQL stack means developer-led teams can extend, self-host, or integrate without fighting legacy architecture.

Object mapping

How Skyward CRM objects map to Twenty CRM

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

maps to

Twenty CRM

Person

1:1
Fully supported

Skyward 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

maps to

Twenty CRM

Person

1:1
Fully supported

Skyward 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

maps to

Twenty CRM

Company

1:1
Fully supported

Skyward 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

maps to

Twenty CRM

Opportunity

1:1
Fully supported

Skyward 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

maps to

Twenty CRM

Task

1:1
Fully supported

Skyward 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

maps to

Twenty CRM

Note

1:1
Fully supported

Skyward 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

maps to

Twenty CRM

Company, Person, or Custom Object

1:1
Fully supported

Skyward 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

maps to

Twenty CRM

Custom Field

lossy
Fully supported

Skyward 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

maps to

Twenty CRM

User

1:1
Fully supported

Skyward 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

maps to

Twenty CRM

Product

1:1
Fully supported

Skyward 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

maps to

Twenty CRM

Custom Object

1:1
Fully supported

Skyward 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

maps to

Twenty CRM

Report (not migrated)

1:1
Fully supported

Skyward 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.

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.

Skyward CRM logo

Skyward CRM gotchas

High

No publicly documented bulk export API

High

On-premise vs. cloud extraction paths diverge

Medium

Custom field schema requires manual discovery

Medium

Deal pipeline stage names are not standardized

Low

Partner records use a non-standard schema

Twenty CRM logo

Twenty CRM gotchas

High

Import order is enforced and critical

High

Export limited to 20,000 records and visible columns only

Medium

Soft-deleted records count toward uniqueness and trigger restores

Medium

API rate limits cap at 200 req/min on Organization tier

Low

No native email sequences — follow-up cadences require external tools

Pair-specific challenges

  • Skyward CRM has no documented REST API or bulk export endpoint

    Skyward CRM by Skyward Techno Solutions does not publish a public REST API reference in available documentation. There is no documented bulk export endpoint equivalent to Pipedrive's REST export or HubSpot's bulk import API. For on-premise deployments, we extract records via direct database queries, yielding full record coverage including soft-deleted records and audit logs. For cloud deployments, extraction depends on available UI-based export features, which may impose row limits or exclude certain field types. We establish the deployment path in the discovery call before drafting the migration scope. Customers on cloud deployments should confirm what export capabilities their tier supports.

  • Custom field schema requires manual discovery through the admin panel

    Skyward CRM supports custom fields on core objects, but the platform does not expose a public metadata API that enumerates custom field definitions. During migration scoping, we request access to the Skyward CRM admin panel to manually enumerate custom fields for each object. Any custom field missed during discovery results in a post-migration data gap review. We explicitly document all discovered custom fields in the field-mapping spreadsheet before the import phase, including data type, picklist values for multi-select fields, and any conditional visibility rules that may affect mapping completeness.

  • Pipeline stage names require explicit mapping before Opportunity import

    Skyward CRM allows full customization of deal pipeline stage names with no standardized stage vocabulary. Pipeline stage names in the source CRM frequently do not match equivalent stages in Twenty CRM. We capture the complete Skyward pipeline configuration during scoping, produce an explicit stage-mapping table that maps each source stage to a Twenty stage value, and configure Twenty stages before importing any Opportunity records. Multi-stage pipelines with conditional transitions require additional validation to confirm all Opportunity records land in the correct stage after import. This step adds one to two days to the migration timeline and must be completed before the first Opportunity row is imported.

  • Twenty CRM lacks an automated incremental numbering system for Opportunities

    A reported migration challenge in Twenty v2.0 is the absence of an automated incremental numbering system for Opportunities or project IDs. If Skyward CRM uses sequential deal IDs or Opportunity numbers, those do not migrate automatically into Twenty. We create a custom field (deal_reference_number__c) on the Opportunity object before import and populate it with the original Skyward deal identifier to preserve audit traceability. The customer's team may choose to implement a custom numbering solution in Twenty post-migration if sequential IDs are required for business operations.

  • Partner records use a non-standard schema requiring staging-table strategy

    Skyward 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 data into a separate staging table, then map each partner to the destination object that best serves the customer's intended use case in Twenty. If commission and attribution tracking is required, we create a custom Partner object in Twenty rather than forcing partner data into the Company or Person standard object.

Migration approach

Six steps for a successful Skyward CRM to Twenty CRM data migration

  1. 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.

  2. 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.

  3. 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.

  4. 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.

  5. 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.

  6. 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

Context on both ends of the pair

Skyward CRM logo

Skyward CRM

Source

Strengths

  • Per-user pricing starting at $10/month offers one of the lowest entry points among SMB CRMs with both cloud and on-premise options.
  • Development team is widely praised for rapid feature implementation in response to customer requirements.
  • Fully customizable platform that adapts to vertical workflows rather than forcing teams into a rigid sales process template.
  • Integrated partner management module enables lead sharing and task coordination with external business partners without third-party tools.
  • Sales performance management features including grades, report cards, and forecasting support team coaching workflows.

Weaknesses

  • No publicly documented REST API or bulk export endpoint visible in available documentation, making programmatic migration dependent on direct database access for on-premise instances.
  • Limited third-party ecosystem compared to HubSpot, Salesforce, and Zoho means fewer pre-built integrations and fewer community resources.
  • Reports and dashboards can be slow to load on larger datasets, a pattern consistent with the related Skyward PMS product's performance reports.
  • Mobile application lacks the responsiveness of dedicated mobile-first CRMs, creating friction for field sales teams during client visits.
  • Smaller market share (0.00% estimated CRM market share) means fewer third-party consultants, fewer migration templates, and less community knowledge online.
Twenty CRM logo

Twenty CRM

Destination

Strengths

  • AGPL-3.0 open-source license with full source code on GitHub — no vendor lock-in, no sunset risk.
  • Unlimited users and unlimited custom objects on self-hosted, with no feature gating based on headcount.
  • REST and GraphQL APIs available on all paid tiers, not locked behind an enterprise add-on fee.
  • MCP server and webhooks shipped as standard features, not premium upgrades.
  • Modern PostgreSQL-backed data model that developer teams can query, extend, and self-host.

Weaknesses

  • Recent v1.0 release means limited production hardening compared to CRMs with multi-year operational track records.
  • No native email sequencing or sales engagement tools — follow-up cadences require a separate platform.
  • No native two-way email sync or inbox integration, requiring third-party connectors for full activity logging.
  • Self-hosting 'free' pricing hides real infrastructure and DevOps costs that stack up over time.
  • Workflow automation is functional but lacks the complexity needed for sophisticated multi-step sales motions.

Complexity grading

How hard is this migration?

Standard CRM migration. 3 of 8 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 Skyward CRM and Twenty CRM.

  • Object compatibility

    B

    3 of 8 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

    8-object category — typical timelines run 2–7 days end-to-end.

  • API constraints

    B

    Skyward CRM: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Skyward CRM to Twenty CRM 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 Skyward CRM to Twenty CRM data migrations

Answers to the questions buyers ask most during Skyward CRM to Twenty CRM migration scoping. Not seeing yours? Book a call.

Can't find your answer?

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Most migrations land between three and five weeks for accounts under 15,000 records with standard objects, no partner module, and no complex custom field schemas. Migrations involving custom objects, the Skyward partner management module, or large activity histories (over 100,000 activity records) extend to seven to ten weeks because of manual schema discovery, partner record staging-table handling, and stage-mapping validation that must be completed before Opportunity import begins.

Adjacent paths

Related migrations to explore

Ready when you are

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