CRM migration

Migrate from Pepper Cloud to Twenty CRM

Field-level mapping, validation, and rollback between Pepper Cloud and Twenty CRM. We move data and schema; workflows are rebuilt natively in Twenty CRM.

Pepper Cloud logo

Pepper Cloud

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

70%

7 of 10

objects map 1:1 between Pepper Cloud and Twenty CRM.

Complexity

BStandard

Timeline

4-6 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Pepper Cloud to Twenty CRM is a structural migration from a proprietary, API-constrained APAC-focused CRM to an open-source, developer-first platform with REST and GraphQL APIs. Pepper Cloud organizes data around Leads, Opportunities, and Accounts with workflow automation gated by plan tier; Twenty uses a generic object model (Person, Company, Opportunity, Custom Objects) with no plan-gating of custom fields. The migration is constrained by Pepper Cloud's lack of a public bulk export endpoint and its undocumented API rate limits, which we handle with conservative pagination and retry logic. We do not migrate WhatsApp message content because Pepper Cloud's private API does not expose inbox threads; only metadata (contact reference, timestamp, channel) is available. Workflow automation rules are documented for manual rebuild in Twenty's settings, and custom field schemas require an explicit audit because Pepper Cloud gates field availability by pricing tier. Teams choosing Twenty typically cite data ownership, self-hosting capability, and the flexibility of a custom object model as the pull factors.

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

Pepper Cloud logo

Pepper Cloud

What's pushing teams away

  • Reporting and dashboard capabilities are too rigid for teams that need custom metrics, pushing users toward platforms with deeper analytics flexibility.
  • Mobile app performance and channel synchronization lag behind the desktop experience, frustrating field sales teams relying on real-time updates.
  • Limited customization of table fields and record layouts restricts how teams can adapt the CRM to non-standard sales processes.
  • Campaign functionality is weak compared to dedicated marketing automation tools, leading teams to fragment their stack across multiple platforms.
  • Template and language support gaps make it difficult to deploy Pepper Cloud in multilingual or non-Southeast-Asian markets.

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 Pepper Cloud objects map to Twenty CRM

Each row shows how a Pepper Cloud 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.

Pepper Cloud

Contact

maps to

Twenty CRM

Person

1:1
Fully supported

Pepper Cloud Contact records map directly to Twenty Person records. Standard fields (name, email, phone, address, lifecycle stage) migrate as typed fields. Custom fields on Contacts require an explicit audit because Pepper Cloud's field type availability varies by pricing tier; Starter-tier workspaces may not have the same field types as Business or Enterprise, and any fields that do not have a type-equivalent in Twenty are flagged before migration. Email addresses serve as the dedupe key during import.

Pepper Cloud

Lead

maps to

Twenty CRM

Person (with type segmentation)

lossy
Fully supported

Pepper Cloud Leads are distinct from Contacts and tied to lead capture sources (web forms, WhatsApp, social channels). We migrate Leads to Twenty Person records with a leadType or tag field preserving the original source attribution. If the customer uses a Lead-to-Contact conversion workflow in Pepper Cloud, we map converted Leads to Twenty Person records in the customer lifecycle stage, and non-converted Leads to a separate prospecting lifecycle stage.

Pepper Cloud

Account (Company)

maps to

Twenty CRM

Company

1:1
Fully supported

Pepper Cloud Account records map directly to Twenty Company records. Company-level fields (name, website, industry, address, employee count) migrate as typed fields. If Pepper Cloud has a parent-child account hierarchy, we preserve it using the Twenty Company field for parent company lookup. Custom fields on Accounts require the same tier-gated field type audit as Contacts.

Pepper Cloud

Opportunity

maps to

Twenty CRM

Opportunity

1:1
Fully supported

Pepper Cloud Opportunity records map to Twenty Opportunity with stage, amount, close date, and owner preserved. Pipeline stage names in Pepper Cloud are workspace-specific and must be explicitly mapped to Twenty stage values rather than copied directly. The Opportunity-to-Company and Opportunity-to-Person lookups are resolved at migration time using the account name and primary contact email as matching keys.

Pepper Cloud

Pipeline

maps to

Twenty CRM

Opportunity stage configuration

lossy
Fully supported

Pepper Cloud pipeline configurations (stage names, stage order, stage probabilities) do not have a direct API export. We document the pipeline structure from the Pepper Cloud UI during scoping and configure the equivalent stage set in Twenty Settings before migration. Stage probability percentages are approximated to Twenty's nearest supported format. If the customer has multiple pipelines, we create multiple stage sets in Twenty and map Opportunities to the appropriate set based on the source pipeline assignment.

Pepper Cloud

Task

maps to

Twenty CRM

Task

1:1
Fully supported

Pepper Cloud Tasks linked to Contacts, Leads, or Opportunities migrate to Twenty Task records. Due dates, assignees (resolved via owner email match), status, and priority migrate directly. Tasks that were marked complete in Pepper Cloud migrate with completed status and the original completion timestamp preserved as an activity date field. Recurring task configuration is documented as a settings handoff item because Twenty handles recurring tasks differently.

Pepper Cloud

User / Owner

maps to

Twenty CRM

Workspace User

1:1
Fully supported

Pepper Cloud User records (name, email, role, active status) migrate to Twenty Workspace Users. We match by email as the primary key. Any Pepper Cloud Owner not found as an active Twenty User goes to a reconciliation queue for the customer's admin to provision before record import resumes. Role and permission mapping is documented as a settings handoff item because Twenty's role model uses workspace-scoped permissions rather than Pepper Cloud's role hierarchy.

Pepper Cloud

Custom Field (Accounts, Contacts, Leads, Opportunities, Tasks)

maps to

Twenty CRM

Custom Field

lossy
Fully supported

Pepper Cloud custom field schemas are audited per object before migration because field type availability differs by plan tier (Starter, Business, Enterprise). A field available as a dropdown in Enterprise may not be representable as a dropdown in Starter. We pre-create the equivalent Twenty custom fields with matching types in Settings before migration. Text, number, date, and checkbox fields map cleanly; dropdown fields require option value translation; multi-select fields map to Twenty multi-select fields where supported.

Pepper Cloud

Attachment

maps to

Twenty CRM

Attachment / File

1:1
Fully supported

Document attachments associated with Pepper Cloud records are exported via file download and re-linked to the corresponding Twenty record by matching the parent record ID. Large file attachments may require chunked download and upload. We verify file integrity (MD5 checksum) during the export-to-import cycle. Attachments that are not accessible via the Pepper Cloud private API (such as files stored outside the standard attachment API) are flagged in the scoping report.

Pepper Cloud

Tag / Label

maps to

Twenty CRM

Tag

1:1
Fully supported

Tags applied to Pepper Cloud Contacts, Leads, and Opportunities migrate as flat label strings in Twenty's Tag system. If the customer has a large tag vocabulary (over 200 distinct tags), we deduplicate and normalize before import to avoid tag inflation in Twenty. Tags that represent segmentation categories rather than informal labels are documented for the customer's admin to restructure as a custom field or option set post-migration.

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.

Pepper Cloud logo

Pepper Cloud gotchas

High

WhatsApp conversation content cannot be exported via API

Medium

Custom field schema varies by pricing tier

Medium

Pricing is quote-only with no public rate card

Medium

No public bulk export or documented API rate limits

Low

Workflow automation rules are not portable

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

  • WhatsApp message content cannot be exported from Pepper Cloud

    Pepper Cloud stores WhatsApp message threads within its native inbox, but the private app API does not expose message content. Only conversation metadata (contact reference, timestamp, channel attribution) is accessible. We flag this limitation during scoping and advise customers to export WhatsApp chat history separately before migration if message history is business-critical. We preserve what we can (timestamps, channel attribution, contact linkage to Person records) but do not attempt a full message log transfer. Twenty CRM does not have a native WhatsApp integration, so teams needing WhatsApp continuity must implement a third-party connector post-migration.

  • No public bulk export or documented API rate limits in Pepper Cloud

    The Pepper Cloud API has no publicly documented bulk export endpoint or published rate limit structure. We use conservative pagination (50-100 records per page), exponential backoff on non-2xx responses, and schedule extraction during off-peak hours to avoid throttling. For migrations with over 50,000 records, this extends the extraction timeline by 2-3 days compared to platforms with documented bulk endpoints. We advise customers to budget for a longer extraction phase and to avoid running other Pepper Cloud API integrations concurrently during migration.

  • Twenty CRM lacks standard fields out of the box, requiring manual field creation before import

    Twenty CRM ships with minimal standard fields on Person and Company objects. Users report spending 30-60 minutes creating basic fields (industry, job title, website, employee count) before they can start importing data. We pre-create the standard field set during the Twenty schema preparation phase before migration begins. The field creation is part of the migration scope, but the customer should be aware that Twenty's onboarding UX differs from Pepper Cloud's pre-configured field set.

  • Custom field schema varies by Pepper Cloud pricing tier

    Pepper Cloud's custom field type availability differs across Starter, Business, and Enterprise tiers. A field created as a multi-select dropdown in an Enterprise workspace may not exist in the same type in a Starter workspace. We audit the source workspace's custom field inventory during scoping and flag any fields that cannot be represented as type-compatible fields in Twenty. If the customer is downgrading from Enterprise to a lower tier in Pepper Cloud before migration (or has historically used a lower tier), some fields may be absent from the export that the customer expected to migrate.

  • Workflow automation rules are not portable and must be manually rebuilt

    Pepper Cloud workflow rules (automated follow-ups, lead assignment logic, stage-change triggers, task creation rules) are configured within the platform and are not accessible via API in a portable format. We document each observed automation rule in the source workspace and provide a configuration guide for re-implementing equivalent logic in Twenty's Settings. This is a manual step the customer must budget for. Twenty's automation model uses triggers and actions configured in its settings UI, which differs structurally from Pepper Cloud's rule builder. The customer should allocate 1-3 days of admin time for workflow rebuild depending on automation complexity.

Migration approach

Six steps for a successful Pepper Cloud to Twenty CRM data migration

  1. Discovery and source workspace audit

    We audit the source Pepper Cloud workspace across plan tier, record counts per object (Contacts, Leads, Accounts, Opportunities, Tasks), custom field inventory per object, pipeline stage names and count, active workflow rules, and attachment volume. We also identify any rate-limit-sensitive integrations running in the source environment that could conflict with extraction. The discovery output is a written migration scope, a field inventory table, and a pipeline stage mapping worksheet. This phase typically takes one to two weeks depending on data volume and customer responsiveness on scoping questions.

  2. Twenty workspace provisioning and schema preparation

    We provision the customer's Twenty workspace (self-hosted or cloud-hosted per their infrastructure choice) and pre-create the standard field set that Twenty does not ship by default (industry, job title, website, department, annual revenue, employee count). We then create the custom fields matching the Pepper Cloud custom field inventory with type-compatible Twenty field types, configure the Opportunity stages and probabilities from the pipeline mapping worksheet, and set up any custom objects the customer requires. Schema is validated in Twenty's preview environment before migration data is prepared.

  3. Source extraction with pagination and retry logic

    We extract data from Pepper Cloud using the private API with conservative pagination (50-100 records per page) and exponential backoff on non-2xx responses. Extraction runs during off-peak hours to minimize the risk of throttling. We extract records in dependency order: Users (for owner resolution), Accounts, Contacts, Leads, Opportunities, Tasks, then Attachments. Each extraction phase produces a row-count reconciliation report. Custom field data is extracted in a separate pass with field-type metadata included so that any tier-gated field gaps are identified before the transform phase.

  4. Data transform and field mapping

    We transform extracted records to match the Twenty schema. This includes type casting (string dates to ISO format, phone numbers to E.164 where applicable), owner resolution (Pepper Cloud owner email matched to Twenty User by email), and pipeline stage remapping (Pepper Cloud stage names mapped to Twenty stage values per the mapping worksheet). WhatsApp conversation metadata is preserved as a custom field group on the Person record (channel, timestamp, message count) even though message content cannot transfer. Tags are normalized and deduplicated.

  5. Staging migration and reconciliation

    We run a full migration into the Twenty staging environment using production-like data volume. The customer reconciles record counts (Contacts in, Leads in, Accounts in, Opportunities in, Tasks in), spot-checks 25-50 random records against the Pepper Cloud source, and reviews the pipeline stage mapping in Twenty. Any field mapping corrections, custom field additions, or stage configuration changes happen in this phase before production migration begins.

  6. Production migration, cutover, and automation handoff

    We freeze writes to Pepper Cloud during cutover, run a delta extraction of any records modified during the migration window, then import into Twenty production in dependency order. Each phase emits a reconciliation report before the next begins. We deliver the workflow automation inventory document to the customer's admin team for manual rebuild in Twenty. We support a one-week hypercare window where we resolve reconciliation issues. We do not rebuild Pepper Cloud workflow rules as Twenty automations within the migration scope; that is a manual admin task or a separate engagement.

Platform deep dives

Context on both ends of the pair

Pepper Cloud logo

Pepper Cloud

Source

Strengths

  • WhatsApp and multichannel integration routes all messaging into a single sales inbox.
  • AI-assisted lead scoring and prioritization surface high-intent prospects automatically.
  • Workflow automation handles follow-up sequencing and task assignment without code.
  • Mobile CRM app for iOS and Android keeps field sales teams connected to the pipeline.
  • Affordable pricing with a free trial lowers the barrier for SMB evaluation.

Weaknesses

  • Reporting and analytics dashboards lack the depth and customization options larger teams require.
  • API documentation is sparse; no publicly documented rate limits or bulk export endpoints.
  • Mobile app performance and channel sync lag behind the desktop experience.
  • Limited template library and multilingual support restrict deployment in diverse markets.
  • Campaign management features are underdeveloped compared to dedicated marketing tools.
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. 2 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 Pepper Cloud and Twenty CRM.

  • Object compatibility

    B

    2 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

    Pepper Cloud: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Pepper Cloud 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 Pepper Cloud to Twenty CRM data migrations

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

Can't find your answer?

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Most migrations land between four and six weeks for accounts under 15,000 Contacts and 3,000 Deals with a straightforward pipeline configuration and no custom objects. Migrations with tier-gated custom field schemas, multiple pipeline configurations, large task histories, or custom object definitions requiring schema pre-creation move to ten to fourteen weeks because of API pagination constraints, field-type auditing across Pepper Cloud tiers, and Twenty custom object provisioning.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Pepper Cloud.
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