CRM migration

Migrate from Kuverto to Twenty CRM

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

Kuverto logo

Kuverto

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

80%

8 of 10

objects map 1:1 between Kuverto and Twenty CRM.

Complexity

BStandard

Timeline

2-4 weeks

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Moving from Kuverto to Twenty CRM is a structural migration that also requires a deliberate decision about what happens to your AI agents and automations. Kuverto stores its primary value as agent configurations — LLM prompts, tool permissions, workflow sequences, and OAuth integration credentials — none of which have a direct equivalent in Twenty CRM's relational data model. We export Kuverto contacts, companies, deals, and engagement records as structured CSV or API payloads, create the matching custom object schemas in Twenty, and preserve historical timestamps. We do not migrate agents, workflows, or custom tools as executable code; we deliver a written inventory of every agent configuration and workflow sequence so your team rebuilds them in Twenty or a complementary automation platform post-migration. Integration OAuth tokens are Kuverto-scoped and must be re-authenticated in Twenty after cutover.

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

Kuverto logo

Kuverto

What's pushing teams away

  • Slow or unresponsive customer support, particularly when users encounter issues during setup or ongoing operation, is a recurring complaint in reviews.
  • Lack of transparent pricing clarity — the AO-based billing model can be confusing for new users trying to estimate monthly costs, especially for Agentic Mode tasks with variable consumption.
  • Some users report that complex multi-step workflows require more configuration effort than expected, creating friction for teams expecting fully guided automation.

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 Kuverto objects map to Twenty CRM

Each row shows how a Kuverto 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.

Kuverto

Contacts (Kuverto contact data)

maps to

Twenty CRM

Person

1:1
Fully supported

If Kuverto stores contact records as part of its integration data or workflow context, these map to Twenty CRM Person objects. The source contact name, email, phone, and any custom properties migrate to Twenty's typed fields (displayName, email, phoneNumber) or custom fields pre-created in the destination schema. We resolve duplicate persons by email domain during import and flag remaining duplicates for customer review.

Kuverto

Companies (Kuverto company data)

maps to

Twenty CRM

Company

1:1
Fully supported

Kuverto integration data may include company records synced from connected platforms. These map to Twenty CRM Company objects with name, domain, address, and industry fields. Company is imported before Person so that the Person.CompanyId lookup relationship is satisfied at insert time. Any company-to-company hierarchy in Kuverto data maps to Twenty's companyRelation object.

Kuverto

Deals (pipeline data from Kuverto workflows)

maps to

Twenty CRM

Opportunity

1:1
Fully supported

Deals tracked in Kuverto (e.g., via CRM integrations inside workflows) map to Twenty CRM Opportunity. The Kuverto deal name, stage, amount, close date, and probability migrate to Twenty's Opportunity name, stageName, amount, closeDate, and probability. We pre-create Twenty pipeline stages matching the Kuverto pipeline configuration during schema setup.

Kuverto

Activity records (call, email, meeting, task logs)

maps to

Twenty CRM

Task, Event

1:1
Fully supported

Kuverto workflow execution logs that represent business activities (meetings scheduled, calls logged, tasks created) map to Twenty CRM Task and Event objects. The original Kuverto timestamp is preserved as ActivityDate. We resolve the parent Person or Company reference by matching email or domain to the migrated Person or Company record.

Kuverto

Integration connections

maps to

Twenty CRM

Integration re-authentication checklist

lossy
Fully supported

Kuverto stores OAuth tokens and API keys for connected platforms (Salesforce, HubSpot, Slack, Gmail, Stripe). These credentials are not portable between platforms. We produce a complete inventory of every Kuverto integration connection, the scopes it uses, and the re-authentication steps required in Twenty CRM or an equivalent middleware. The customer re-authenticates each integration post-migration before go-live.

Kuverto

Agents

maps to

Twenty CRM

Agent rebuild documentation

1:1
Mapping required

Kuverto agents contain LLM prompts, instructions, memory settings, and tool permissions that have no equivalent storage construct in Twenty CRM. We do not migrate agents as executable records. Instead, we extract and document every agent configuration — name, model, system prompt, tool definitions, and memory settings — as a written specification. The customer uses this document to rebuild agents in Twenty or a dedicated AI agent platform post-migration.

Kuverto

Workflows

maps to

Twenty CRM

Workflow rebuild documentation

1:1
Mapping required

Kuverto Workflow Mode sequences (trigger conditions, sequential steps, branching logic) cannot be transferred to Twenty CRM's beta workflow feature because the execution models differ. We document every Kuverto workflow as a written specification including trigger, steps, conditions, and actions. The customer rebuilds workflows in Twenty's Workflow feature or an external automation platform. Workflows are not migrated as code.

Kuverto

Custom Tools

maps to

Twenty CRM

Custom Tool rebuild documentation

1:1
Mapping required

Kuverto Custom Tools define API endpoint specifications, parameter schemas, and response parsing logic used by agents. Twenty CRM does not have an equivalent custom tool definition model. We extract the complete tool definitions (endpoint URL, method, parameters, headers, response schema) as a written technical document that the customer's developers use to implement equivalent functionality as Twenty CRM API integrations or webhook-based custom objects.

Kuverto

User roles and permissions

maps to

Twenty CRM

Workspace roles

lossy
Fully supported

Kuverto team workspace roles (editor, viewer, integration manager) map to Twenty CRM workspace roles. We document the permission scope per Kuverto role and map it to the equivalent Twenty workspace role. Custom permissions that have no direct Twenty equivalent are flagged for the customer's admin to configure post-migration.

Kuverto

AO (Agent Operation) usage history

maps to

Twenty CRM

None

1:1
Fully supported

Kuverto's AO consumption is a billing metric tracked internally by Kuverto's metering system. It is not user-owned data and has no equivalent in Twenty CRM. Historical AO usage is not migrated; we advise customers to audit their AO consumption in Kuverto before the migration window if they want to evaluate baseline costs on a replacement automation platform.

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.

Kuverto logo

Kuverto gotchas

High

AO consumption is unpredictable for Agentic Mode agents

High

Integration credentials do not automatically transfer between platforms

Medium

Agent execution logs are not migratable

Medium

AO billing resets on plan change with no carryover

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

  • Kuverto has no documented public API for bulk data export

    Kuverto does not publish a public API with documented rate limits, nor does it offer a bulk export endpoint. This means contact records, company data, and deal information stored in Kuverto must be exported via the platform UI or reconstructed from connected integration logs. We include a manual export preparation phase in our discovery step and advise customers to pull exports before the migration window. If Kuverto's UI export does not support the required volume, we negotiate a Kuverto data access request on the customer's behalf.

  • Integration OAuth tokens are Kuverto-scoped and non-transferable

    Kuverto maintains OAuth tokens and API keys for every connected platform under its own application scope. These tokens expire when the customer deactivates the Kuverto integration and cannot be imported into Twenty CRM because they are issued to Kuverto's client ID, not the customer's. We inventory every Kuverto integration connection during scoping and produce a re-authentication checklist so the customer can re-authorize each integration in Twenty after migration. Missing this step leaves Twenty without connected integrations at go-live.

  • Agent configurations and workflow logic do not migrate to Twenty

    Kuverto's core value — agent LLM prompts, tool permissions, workflow sequences, and custom tool definitions — has no storage construct in Twenty CRM. Twenty is a relational CRM, not an AI agent execution platform. We extract agent and workflow configurations as written documentation but do not migrate them as executable records. The customer must rebuild agents in Twenty's SDK-based extensibility model or a separate AI agent platform. This is a fundamental architectural decision, not a data mapping gap.

  • Kuverto execution logs and conversation history are ephemeral

    Agent execution logs and conversation history generated in Kuverto are stored by the platform for operational purposes and are not exportable by the customer. These records represent ephemeral outputs, not configuration state. At migration cutover, this history is lost unless the customer exported reports before the migration window. We advise customers to pull any required run reports or analytics from Kuverto's reporting features before we begin the data migration.

  • Twenty CRM workflows are in beta with limited automation depth

    Twenty CRM's built-in workflow feature is in beta and does not support the complex conditional branching, delay actions, and cross-object triggers that Kuverto Workflow Mode provides. If the customer's Kuverto workflows involve multi-step conditional logic or time-based triggers, Twenty's current workflow capabilities will require a different approach — either waiting for Twenty's workflow feature to mature, using a third-party automation tool (n8n, Make, Zapier), or rebuilding logic in Twenty's SDK-based extensibility (available in v2.0). We document the gap in our workflow inventory handoff.

Migration approach

Six steps for a successful Kuverto to Twenty CRM data migration

  1. Discovery and export preparation

    We audit Kuverto for contact records, company data, deal records, activity logs, and integration connections visible in the platform UI. Because Kuverto lacks a documented public API, we work with the customer to pull UI exports and identify any API-accessible data from connected integrations (e.g., contacts synced from a CRM into Kuverto workflows). We inventory every agent configuration, workflow sequence, custom tool definition, and integration credential for the rebuild documentation scope. Discovery output is a written migration scope with record counts, a data quality assessment, and a re-authentication checklist.

  2. Schema design in Twenty CRM

    We design the destination schema in Twenty CRM before any data moves. This includes creating custom fields on Person, Company, and Opportunity to receive migrated properties from Kuverto. If the customer requires custom objects (e.g., for data that does not fit standard Person-Company-Opportunity), we provision those via Twenty's custom object creation interface. We configure pipeline stages to match Kuverto's pipeline structure and set up workspace roles mapped from Kuverto's role assignments. Schema is validated in Twenty before production migration begins.

  3. Data extraction and cleansing

    We extract Kuverto data via the platform's UI export capabilities or by querying connected integration data where APIs are available. We apply deduplication (matching by email for persons, domain for companies), standardize date formats to ISO 8601, resolve null values, and normalize currency fields. Any data quality issues found in the export are documented and resolved against the customer's business rules before transformation begins.

  4. Staging migration and reconciliation

    We run a full migration into a Twenty CRM staging workspace using production-like data volume. The customer reconciles record counts (persons in, companies in, opportunities in, activities in), spot-checks 25-50 records against the Kuverto source, and approves the mapping before production migration begins. Any field mapping corrections or data quality issues surface here. This step prevents discovery of problems in production.

  5. Production migration in dependency order

    We run production migration in record-dependency order: Companies first, then Persons (with CompanyId resolved), then Opportunities (with PersonId and CompanyId resolved), then activity records (Tasks and Events with parent Person or Company resolved). Integration re-authentication is scheduled as a parallel workstream during cutover. The agent configuration and workflow documentation is delivered at this point so the customer's technical team can begin rebuild planning while the CRM data is being validated.

  6. Cutover, validation, and rebuild handoff

    We freeze writes in Kuverto during cutover, run a final delta migration of any records modified during the migration window, and enable Twenty CRM as the system of record. We deliver the complete agent configuration inventory, workflow documentation, and custom tool definitions to the customer's technical team. We support a one-week hypercare window for reconciliation issues. We do not rebuild Kuverto agents or workflows inside the migration scope; that work is handled by the customer's developers using Twenty's SDK-based extensibility (v2.0) or a dedicated automation platform as a separate engagement.

Platform deep dives

Context on both ends of the pair

Kuverto logo

Kuverto

Source

Strengths

  • Fast agent deployment for simple use cases, with straightforward chatbots live in under 5 minutes.
  • Wide ecosystem of 100+ third-party integrations covering the most common business platforms.
  • End-to-end encryption, strict access controls, and compliance with industry security standards with per-account data isolation.
  • Flexible billing with pay-as-you-go AO pack purchases so critical agents never hard-stop when limits are reached.
  • Agentic Mode supports autonomous, adaptive AI behavior for complex research and decision-making tasks.

Weaknesses

  • Sparse public review base (5 reviews on G2) makes independent evaluation difficult for prospective customers.
  • AO-based pricing model is not intuitive — users cannot easily predict costs for Agentic Mode agents that consume variable numbers of operations per run.
  • Customer support responsiveness is flagged as a pain point in user reviews, with slow issue resolution during critical migration or setup phases.
  • No documented public API rate limits or bulk export endpoints, limiting programmatic access for large-scale data extraction or automated migration pipelines.
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 Kuverto 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

    Kuverto: Not publicly documented in summary form..

  • Data volume sensitivity

    A

    Kuverto exposes a bulk API — large-volume migrations stream efficiently.

Estimator

Estimate your Kuverto 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 Kuverto to Twenty CRM data migrations

Answers to the questions buyers ask most during Kuverto 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 under 10,000 contacts, 2,000 companies, and 500 deals with no custom objects. Migrations with custom objects, multi-currency deal data, large activity histories, or Kuverto accounts with complex integration estates requiring full re-authentication planning move to six to ten weeks. Kuverto's lack of a documented public API for bulk export can extend the discovery and extraction phases by one to two weeks.

Adjacent paths

Related migrations to explore

Ready when you are

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