CRM migration

Migrate from Sugester CRM to Twenty CRM

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

Sugester CRM logo

Sugester CRM

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

64%

7 of 11

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

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Sugester CRM to Twenty CRM is a structural migration driven by Sugester's lack of a documented public REST API and its outdated interface, combined with Twenty's modern open-source architecture and active development community. Because Sugester has no API, all data extraction relies on CSV exports coordinated through Sugester's support team, adding a pre-migration dependency that shapes the timeline. We map Sugester's Clients to Twenty's Person and Company records, Projects to Twenty's Opportunities or custom workspace objects, Tasks to Twenty's Tasks, and Live Chat Conversations to comment threads on the relevant Person or Company record. Customer segmentation labels migrate as tags; cyclical reminders convert to task templates or calendar events. Response templates, financial history, and per-agent plan limits require individual scoping. Workflows, sequences, and automations do not migrate as code; we deliver a written inventory for the customer's admin 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

Sugester CRM logo

Sugester CRM

What's pushing teams away

  • User interface and overall user experience feel outdated and clunky compared to newer helpdesk alternatives in 2022 and beyond.
  • Support responsiveness is a known pain point — customers report slow or unhelpful responses when issues arise.
  • Platform has not kept pace with modern feature expectations, leaving power users and consultants with evolving needs underserved.
  • Limited scalability for growing teams — per-agent pricing and hard caps on tasks, live chats, and storage constrain expansion.
  • Lack of a well-documented public API makes the platform difficult to integrate with modern tooling or migrate away from cleanly.

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 Sugester CRM objects map to Twenty CRM

Each row shows how a Sugester 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.

Sugester CRM

Client

maps to

Twenty CRM

Person + Company

1:many
Fully supported

Sugester Client records are the primary entity and contain both individual contact details and company-level information in a single record. We split Sugester Clients into Twenty's separate Person and Company objects during migration. Contact-level fields (name, email, phone, address) map to Person; company name, domain, and industry map to Company. We use the Sugester Client's company association field as the dedupe key to link Person records to the correct Company in Twenty.

Sugester CRM

Client Financial History

maps to

Twenty CRM

Custom Fields or Custom Object

lossy
Fully supported

Sugester's financial history (transaction records, payment status, revenue figures) attached to Clients has no direct native equivalent in Twenty CRM. We migrate these as custom fields on the Person or Company record, or as a standalone custom object (e.g., Transaction) with a lookup to the Person, depending on the volume and structure of the financial data. The customer chooses the strategy during scoping based on reporting needs.

Sugester CRM

Project

maps to

Twenty CRM

Opportunity or Custom Object

1:1
Fully supported

Sugester Projects bundle tasks, live chats, and documents into a single workspace that often functions like a sales opportunity or a client engagement record. We map Projects to Twenty Opportunities if the project has a deal stage and monetary value. If the project is a service engagement without a pipeline stage, we map it to a custom object (e.g., Project or Engagement) with a lookup to the associated Person or Company. The customer's team decides the strategy during discovery.

Sugester CRM

Task

maps to

Twenty CRM

Task

1:1
Fully supported

Sugester Tasks migrate directly to Twenty Tasks. Task title, description, due date, assignee, and status map to their Twenty equivalents. We chunk large task histories (over 10,000 records) into batches to avoid rate-limit or timeout issues during the import window. We preserve task assignments by resolving the Sugester owner email against the Twenty User mapping.

Sugester CRM

Live Chat Conversation

maps to

Twenty CRM

Comment or Note on Person

1:1
Fully supported

Sugester live chat histories store discrete conversation records tied to the client profile. Twenty CRM has no native live chat object. We migrate chat histories as Comment records attached to the corresponding Person or Company in Twenty, preserving the timestamp, agent name, and message content. If the volume of chat history is high, we summarize long conversations or flag them for manual re-upload to avoid bloating the Comment thread.

Sugester CRM

Email Thread

maps to

Twenty CRM

Comment or Note on Person

1:1
Fully supported

Sugester email threads associated with Client records migrate to Twenty as Comment records or Notes attached to the relevant Person or Company. We preserve the sender, recipient, timestamp, and body content. Inline images and attachments require separate handling as file uploads after the primary migration; we document the attachment list as a post-migration checklist item.

Sugester CRM

Customer Segment

maps to

Twenty CRM

Tag

lossy
Fully supported

Sugester's customer segmentation labels (paid, unpaid, long-term, short-term, major, minor) are applied manually or automatically to Clients. We migrate these as Tags in Twenty CRM, preserving the full vocabulary so that segmentation logic carries forward. If Twenty's tag count per record becomes unwieldy, we consolidate low-frequency segments into a single Segments custom picklist field.

Sugester CRM

Cyclical Reminder

maps to

Twenty CRM

Task Template or Calendar Event

lossy
Fully supported

Sugester cyclical reminder rules attached to client profiles have no native equivalent in Twenty CRM. We convert them to recurring Task templates or Calendar Events with the original reminder frequency (daily, weekly, monthly) and the reminder text preserved. The customer rebuilds the automation logic for these in Twenty's workflow layer post-migration; we document each converted reminder with its frequency and associated Person/Company for the admin to recreate.

Sugester CRM

Response Template

maps to

Twenty CRM

Note or Text File Export

1:1
Fully supported

Sugester response templates are platform-specific text snippets with variable placeholders that do not have a direct import path into Twenty CRM. We export them as text files or migrate them to Twenty Notes, accepting that the variable syntax will need to be updated to match Twenty's template formatting. Macros (available on Max and Enterprise tiers) are treated as a separate inventory item for the customer's admin to rebuild.

Sugester CRM

Owner (Agent/User)

maps to

Twenty CRM

User

1:1
Fully supported

Sugester agents and users referenced on Client, Project, Task, and Conversation records map to Twenty User records. We resolve by email match. Any Sugester Owner without a matching Twenty User goes to a reconciliation queue for the customer's admin to provision before record import resumes. Inactive Sugester users are mapped to inactive Twenty users with their historical assignments preserved.

Sugester CRM

Tag

maps to

Twenty CRM

Tag

1:1
Fully supported

Sugester tags applied to Clients, Projects, and Tasks migrate as-is to Twenty. We preserve the full tag vocabulary across all three object types so that multi-dimensional tagging logic (e.g., product line, client tier, project status) is maintained in the new system. Tag deduplication (standardizing duplicate tag labels with different casing or punctuation) is performed as part of the data cleaning phase.

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.

Sugester CRM logo

Sugester CRM gotchas

High

No public API forces manual or CSV-based migration

Medium

Plan-based task and email limits affect migration batching

Low

Live chat conversation storage limits vary by tier

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

  • No public API forces CSV-based extraction from Sugester

    Sugester does not publish a documented REST API for automated data extraction. All migration work uses the knowledge-base import/export tool, which generates CSV files only on request through Sugester's support team. We coordinate with the customer's Sugester account to request complete exports of Clients, Projects, Tasks, and Conversations before beginning field mapping. This manual step adds a pre-migration dependency that is outside our control and can add one to two weeks to the discovery phase if Sugester's support response is slow. We recommend the customer initiate the export request immediately upon engagement to avoid blocking the migration timeline.

  • Live chat history may be incomplete due to tier-based retention

    Sugester's Start plan stores a maximum of 500 live chat conversations, while the Pro plan stores 5,000. Teams on lower tiers may have already lost older chat histories due to platform-enforced pruning. We confirm chat history completeness during discovery by requesting the exported CSV and comparing it against the customer's expected record count. Any records that cannot be exported due to retention policy are documented as data completeness gaps in the migration report rather than treated as migration failures. The customer may need to recover older chat history from backups or email archives if the context is critical.

  • Plan-based task caps may have already truncated history

    Sugester enforces monthly task creation caps per plan tier: Free 100/month, Start 1,000/month, Pro 10,000/month/agent, Max 30,000/month. High-volume support teams on lower tiers may have hit these caps and lost task records before migration. We audit the exported task CSV against the customer's expected task volume and flag any systematic gaps that suggest platform-enforced truncation. Truncated task histories are migrated as-is and documented; we do not fabricate missing records.

  • Cyclical reminders and macros have no direct Twenty equivalent

    Sugester cyclical reminder rules and macros (on Max and Enterprise tiers) are platform-specific automation features. Twenty CRM does not have a native cyclical reminder or macro feature in its standard interface. We convert cyclical reminders to task templates or calendar events and document each conversion for the admin to finalize. Macros are exported as text files with variable labels for manual recreation. The operational logic of these features requires a separate rebuild effort in Twenty, which we scope as an add-on or document for the customer's admin.

  • Financial history and response template syntax require manual rebuild

    Sugester financial transaction records (payment history, invoice data, revenue figures) attached to Clients do not map directly to any Twenty CRM native object. We migrate them as custom fields or a custom object during migration, but the customer must define the reporting logic for these records in Twenty after migration. Similarly, response templates with Sugester-specific variable syntax (e.g., {{client.name}}) will need the variable syntax updated to match any template variable format the customer chooses to use in Twenty. We provide a text export of all templates with their original syntax for the admin to adapt.

Migration approach

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

  1. Export coordination and discovery

    We coordinate with the customer to request CSV exports from Sugester's knowledge-base export tool. This step requires engaging Sugester's support team directly, which can take one to two weeks depending on their response time. While the export is pending, we audit the customer's Sugester account for plan tier, record volumes across Clients, Projects, Tasks, Conversations, and financial history, and we identify which segmentation labels, tags, and custom fields are in active use. The discovery output is a written scope document with estimated record counts per object and a confirmed export completion checklist.

  2. Data cleaning and deduplication

    We run a data quality audit on the exported CSV files before any transformation begins. This includes identifying duplicate Client records (same email, different IDs), standardizing tag and segment labels (case normalization, removing duplicate tag names), flagging incomplete Client records missing required fields (name, email), and identifying any records that were truncated by Sugester's plan-based caps. We deliver a cleaning report to the customer for approval before proceeding. Skipping this step carries dirty data into Twenty, where the same reporting and workflow problems persist.

  3. Schema design and object mapping in Twenty

    We design the destination schema in Twenty based on the cleaned export. This includes creating Person and Company records from Sugester Clients, defining any custom fields needed for financial history, configuring the Opportunity or custom Project object depending on the customer's project model, and setting up tags to match the migrated segment vocabulary. We deploy the schema into a staging area for validation before any live records are written. Schema design happens in parallel with export coordination to compress the timeline.

  4. Staging migration and reconciliation

    We run a full migration into a staging environment using production-like data volumes from the CSV exports. The customer reconciles record counts (Clients in, Persons and Companies in, Tasks in, Conversations migrated as Comments), spot-checks twenty to thirty random records against the Sugester source, and verifies that segmentation labels and financial history fields populated correctly. Any mapping corrections are made before the production migration begins. This stage typically takes two to five business days depending on data volume.

  5. Production migration in dependency order

    We run the production migration in record-dependency order: Person and Company records first (with Company created before Person to satisfy the lookup relationship), then Projects or Opportunities, Tasks with assignee assignments resolved via the User mapping, Comments from email threads and live chats, Tags consolidated from segmentation labels, and custom financial fields or objects last. Each phase emits a row-count reconciliation report before the next phase begins. We freeze writes in Sugester during the cutover window and run a final delta migration of any records modified during the migration window.

  6. Cutover, validation, and rebuild handoff

    We enable Twenty as the system of record after verifying reconciliation counts match within an acceptable tolerance. We deliver the cyclical reminder inventory and macro export to the customer's admin team as a rebuild checklist. Response templates are delivered as a text export. We support a three-day hypercare window where we resolve any record linkage issues or missing field values reported by the customer's team. We do not rebuild automations, workflows, or macro logic in Twenty; that work is handled by the customer's admin or a Twenty implementation partner as a separate engagement.

Platform deep dives

Context on both ends of the pair

Sugester CRM logo

Sugester CRM

Source

Strengths

  • Per-agent pricing model that scales linearly, with a generous free tier for teams under 3 users
  • All-in-one inbox covering email, phone, and live chat in a single panel without tab switching
  • Built-in CRM fundamentals (contact profiles, financial history, segmentation) at no extra cost
  • Response templates and macros on higher tiers reduce agent repetition in support workflows
  • Reasonable monthly cost even at enterprise tier ($50/agent) compared to HubSpot or Salesforce equivalents

Weaknesses

  • No documented public REST API limits migration options to CSV exports and manual knowledge-base work
  • UI and UX are consistently described as outdated and clunky, creating friction for modern teams
  • Support quality is a known weakness — slow response times and unhelpful resolution are recurring themes
  • Per-agent task and email limits can bottleneck high-volume support teams
  • Limited customization options on lower tiers restrict workflow adaptation
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. 1 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 Sugester CRM and Twenty CRM.

  • Object compatibility

    B

    1 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

    Sugester CRM: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Sugester 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 Sugester CRM to Twenty CRM data migrations

Answers to the questions buyers ask most during Sugester 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 two and four weeks for accounts with clean exports, under 5,000 Clients, and 10,000 Tasks. Migrations with large live chat histories, financial transaction records, or multi-project workspaces requiring custom object configuration in Twenty move to six to ten weeks because of the CSV coordination dependency with Sugester's support team, the data cleaning phase, and staging validation. The biggest variable is how quickly Sugester's support team responds to the CSV export request.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Sugester CRM.
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