CRM migration

Migrate from Sensei Cloud to Twenty CRM

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

Sensei Cloud logo

Sensei Cloud

Source

Twenty CRM

Destination

Twenty CRM logo

Compatibility

100%

12 of 12

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

Complexity

BStandard

Timeline

48–72 hours

Rollback included Accuracy guarantee Field-level validation

Overview

What this migration involves

Sensei Cloud is a dental-practice management platform built for oral healthcare enterprises — it stores patient records, clinical charts, insurance claims, treatment plans, and appointment histories in a schema designed around the provider-patient encounter. Twenty CRM is a general-purpose open-source CRM with standard objects for People (contacts), Companies (accounts), Opportunities (deals), Notes, and Tasks, plus custom objects on Pro and Organization tiers. The two platforms share almost no overlapping domain concepts beyond basic contact and company data. FlitStack AI extracts patient contact fields from Sensei Cloud, maps them to Twenty's People object, migrates referring practices and insurance companies as Twenty Companies, and surfaces clinical data and treatment notes as custom fields or linked Notes for manual review. We do not migrate appointment scheduling structures (Sensei's block-booking model has no Twenty equivalent), insurance claim histories, or imaging files — those require dental-specific systems post-migration. The migration uses Sensei Cloud's REST API for data extraction and Twenty's CSV import with relation-first sequencing, followed by a delta-pickup window capturing any records modified during the 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

Sensei Cloud logo

Sensei Cloud

What's pushing teams away

  • Conversion from SoftDent and other legacy systems is messy, generating duplicate charts, inconsistent ledger entries, and billing records that do not reconcile cleanly in the new environment.
  • Cloud performance issues including slowness, login problems, and unreliable data syncing frustrate high-volume practices that depend on constant uptime throughout the clinical day.
  • Surgical workflows for oral surgeons feel adapted rather than native, with gaps in medical billing, cross-coding, and referral management that require persistent workarounds.
  • Radiograph visualization is not natively built into the core software, forcing practices to purchase and integrate the separate Sensei Imaging addon to view digital images within the platform.
  • Billing ledger bugs cause completed and paid accounts to show outstanding balances, making collections tracking unreliable and creating reconciliation headaches for front-office staff.

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 Sensei Cloud objects map to Twenty CRM

Each row shows how a Sensei 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.

Sensei Cloud

Patient

maps to

Twenty CRM

People

1:1
Fully supported

Sensei Cloud patients map directly to Twenty People. We extract firstname, lastname, email, phone, mobilephone, address fields, and date of birth. Clinical chart references and treatment history are preserved as Notes linked to the People record for manual review — they do not map to Twenty native fields since no clinical equivalent exists.

Sensei Cloud

Patient.Address

maps to

Twenty CRM

People.Address

1:1
Fully supported

Street address, city, state, and postal code from Sensei Cloud patient records map to the corresponding address fields on Twenty People. We handle address standardization during transformation — empty address components are preserved as empty strings rather than nulled out.

Sensei Cloud

Responsible Party

maps to

Twenty CRM

People (secondary)

1:1
Fully supported

Sensei Cloud stores a responsible party (guarantor) separate from the patient record for billing purposes. We create a custom field Responsible_Party__c on the People record and store the responsible party's name and contact info as a formatted text block. Insurance subscriber relationships require separate Notes entries.

Sensei Cloud

Referring Practice

maps to

Twenty CRM

Companies

1:1
Fully supported

Sensei Cloud referring practices map to Twenty Companies. We extract practice name, address, phone, and referring dentist names as contact points. Referring relationships are captured as a custom field Referral_Source__c on the Company record. Multi-location referring practices are consolidated into a single Company record with location data in a custom field.

Sensei Cloud

Insurance Carrier

maps to

Twenty CRM

Companies

1:1
Fully supported

Insurance company entities in Sensei Cloud migrate as Twenty Companies with a custom field Company_Type__c set to 'Insurance Carrier'. Plan names and group numbers are stored as additional custom fields on the Company record. Active/inactive status is preserved in a custom select field.

Sensei Cloud

Lab Relationship

maps to

Twenty CRM

Companies

1:1
Fully supported

Dental lab vendors stored in Sensei Cloud map to Twenty Companies with a custom Company_Type__c value of 'Dental Lab'. Lab contact information, account numbers, and associated pricing tiers are stored as custom text fields on the Company record. If your practice works with multiple lab vendors, each one becomes a separate Company record, allowing you to track lab-specific communication and order history within Twenty's standard Company interface.

Sensei Cloud

Appointment / Scheduling Block

maps to

Twenty CRM

No equivalent

1:1
Fully supported

Sensei Cloud appointment blocks, provider schedules, and treatment room assignments have no native equivalent in Twenty CRM. We export appointment metadata (date, provider, procedure code) as a CSV file for import into your chosen dental scheduling system post-migration. Scheduling data is not loaded into Twenty.

Sensei Cloud

Treatment Plan

maps to

Twenty CRM

Notes + Custom Object

1:1
Fully supported

Treatment plan procedure codes and descriptions from Sensei Cloud are exported as Notes attached to the patient People record, with procedure codes and tooth references stored in custom fields on the Note or a Treatment_Plan custom object. Full clinical notes require a dental-specific system post-migration.

Sensei Cloud

Insurance Claim / Ledger Entry

maps to

Twenty CRM

No equivalent

1:1
Fully supported

Insurance claim histories and ledger entries in Sensei Cloud do not map to Twenty CRM's data model. We export claim summaries as a structured CSV for reference, but do not create ledger objects in Twenty. Billing tracking should be rebuilt in a dental-specific billing tool or as custom objects on the Company and People records.

Sensei Cloud

Clinical Note / Chart Note

maps to

Twenty CRM

Notes

1:1
Fully supported

Clinical chart notes from Sensei Cloud migrate as Twenty Notes attached to the corresponding People record. Original note timestamps and provider names are preserved in the Note metadata. Rich-text formatting is converted to plain text for compatibility with Twenty's Note field.

Sensei Cloud

Document / Attachment

maps to

Twenty CRM

Notes

1:1
Fully supported

Non-imaging documents attached to patient records in Sensei Cloud are exported and reattached as Notes in Twenty. We download the files, host them on your designated storage, and attach links in the Note body. Imaging files (X-rays, scans) are exported to a designated folder and linked via Notes — they are not embedded in Twenty.

Sensei Cloud

User / Provider

maps to

Twenty CRM

Workspace Members

1:1
Fully supported

Sensei Cloud provider and staff user records map to Twenty Workspace Members. Resolution happens by email match — if a provider email exists in your Twenty workspace, records are assigned to that user. Unmatched providers are flagged and assigned to a migration admin user pending manual reassignment.

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.

Sensei Cloud logo

Sensei Cloud gotchas

High

Legacy conversion leaves messy patient and chart duplicates

Medium

Chrome-only browser support affects migration workstation compatibility

Medium

Imaging data requires separate Carestream-format conversion pipeline

Low

Billing ledger errors cannot be corrected post-creation

Low

Provider assignments sometimes stored as text rather than foreign key

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

  • Dental-specific data has no native Twenty CRM equivalent

    Sensei Cloud stores patient clinical data — treatment plans, procedure codes, tooth references, insurance claim histories, and ledger entries — that Twenty CRM cannot natively represent. FlitStack AI exports this data as structured CSV files and Notes attached to People records, but clinical workflow tracking must be rebuilt in a dental-specific tool post-migration. Billing ledger entries and insurance claim status are exported for reference but do not create live financial records in Twenty. Practices expecting full dental workflow parity in Twenty will be disappointed — the migration is a data-preservation exercise for contact and company records, not a clinical system replacement.

  • Twenty's CSV import requires strict relation-first sequencing

    Twenty's CSV import enforces referential integrity — Companies must exist before People can reference them via companyId, and People must exist before Opportunities can reference them. Sensei Cloud exports do not guarantee this ordering. FlitStack AI re-sequences the migration load so that referring practices and insurance carriers (as Companies) import first, then patients (as People) with companyId lookups resolved, then clinical notes as Notes. Skipping this sequencing creates orphaned records where patients land without a company link or Opportunities reference non-existent People. We generate a pre-import validation report showing every relation resolution before the first CSV file loads.

  • Custom object limits on Twenty Pro tier constrain dental data options

    Twenty Pro limits custom objects to 10, while Organization unlocks unlimited custom objects. Practices migrating from Sensei Cloud with multiple dental-specific entity types — treatment plans, lab orders, insurance policies, referral tracking — may exceed the Pro limit. We evaluate your custom object count during discovery and advise on whether Organization tier is required. If budget constrains you to Pro, we consolidate dental fields into multi-purpose custom fields or Notes rather than separate custom objects, prioritizing the highest-value clinical data for dedicated custom fields.

  • Imaging files require separate export and re-hosting

    Sensei Cloud imaging exports produce DICOM, JPEG, and PNG files via the Sensei Imaging module. Twenty CRM has no native imaging storage — files must be exported to external storage (S3, your dental imaging PACS, or a shared drive) and linked via Notes. FlitStack AI downloads imaging files from Sensei Cloud using the imaging export API, organizes them by patient ID, and generates Notes in Twenty with absolute URLs pointing to the exported files. The imaging export step runs concurrently with data migration and requires sufficient storage allocation on your destination system.

  • Scheduling and appointment data does not migrate to Twenty

    Sensei Cloud's block-booking scheduler, provider calendars, treatment room assignments, and Perfect Day scheduling have no equivalent structure in Twenty CRM. Twenty has no native calendar or scheduling objects. We export appointment metadata (patient name, date, provider, procedure, duration) as a structured CSV that you can import into your chosen dental scheduling tool (or keep as a reference file). Practices expecting appointment history to appear as Twenty Tasks or Events will not find it — that data belongs in a dental scheduling system post-migration.

Migration approach

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

  1. Audit Sensei Cloud data model and export via API

    FlitStack AI connects to Sensei Cloud via your API credentials and inventories all accessible objects — patients, referring practices, insurance carriers, lab relationships, clinical notes, treatment plans, attachments, and user records. We assess data completeness, identify duplicate records, and document custom field usage. This audit generates the baseline record counts and field inventory that drive the migration scope and pricing. We also export appointment metadata and imaging file manifests at this stage for separate handling.

  2. Design Twenty CRM target schema and custom fields

    Before data loads, we create the custom fields and custom objects required in your Twenty workspace. This includes DOB__c and Insurance_Policy_Number__c on People, Company_Type__c and Referral_Source__c on Company, and any Treatment_Plan custom object your Organization tier allows. If your Twenty plan is Pro (10 custom object limit), we prioritize the highest-value entities and consolidate remaining dental fields into Notes. We deliver a schema setup checklist so your Twenty admin can pre-create fields before the import window opens.

  3. Resolve users and owners by email match

    Sensei Cloud provider and staff user records are matched against your Twenty workspace members by email address. If a provider email exists as a Twenty Workspace Member, records are assigned to that user at migration time. Providers without a matching Twenty account are flagged in a pre-migration report — your team creates those accounts before the data loads, or records are assigned to a migration admin user for post-migration reassignment. No record lands in Twenty without a resolvable owner.

  4. Run sample migration with field-level diff

    A representative sample — typically 200–500 patient records spanning different providers, insurance types, and clinical note lengths — migrates first. We generate a field-level diff showing every source field value against its Twenty destination value so you can verify name concatenation, address splitting, DOB field population, and insurance carrier linkage. Imaging file links and Notes attachments are spot-checked. The sample run identifies mapping errors before the full dataset commits. You approve the sample diff before we proceed to the full migration.

  5. Execute full migration with delta-pickup window

    The full dataset loads in relation-first sequence: Companies (referring practices, insurers, labs) → People (patients with companyId resolved) → Notes (clinical notes, treatment plan summaries) → Custom objects (treatment plans on Organization tier). A delta-pickup window of 24–48 hours captures any patient records created or modified in Sensei Cloud during the cutover. Audit logs record every operation. If reconciliation reveals mapping errors, one-click rollback reverts the Twenty workspace to pre-migration state so you can correct and re-run.

Platform deep dives

Context on both ends of the pair

Sensei Cloud logo

Sensei Cloud

Source

Strengths

  • Cloud-native access means teams schedule, chart, and collect payments from any location or device with a browser login.
  • Carestream imaging integration brings digital radiography, CBCT, and intraoral scans directly into the patient record within the same platform.
  • Centralized multi-location management gives group practices and DSOs a single dashboard for operations and performance across every office.
  • Practice management data including scheduling, treatment planning, billing, and EHR lives in one platform rather than across disconnected legacy systems.

Weaknesses

  • Conversion from legacy Carestream products like SoftDent and Windent consistently generates messy data with duplicate records and reconciliation gaps.
  • Radiograph visualization requires the separate Sensei Imaging addon; the core platform does not display digital images natively.
  • Duplicate charts cannot be merged or deleted within the software, forcing staff to work around or ignore redundant patient records.
  • Ledger entries are difficult to delete or alter after creation, making it hard to correct billing errors post-commitment.
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 Sensei Cloud 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

    Sensei Cloud: Not publicly documented.

  • Data volume sensitivity

    B

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

Estimator

Estimate your Sensei 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 Sensei Cloud to Twenty CRM data migrations

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

Can't find your answer?

Walk through your Sensei Cloud to Twenty CRM migration with a real engineer — 30 minutes, free, written quote within 24 hours.

Book a free 30 minute consultation

Most Sensei Cloud to Twenty CRM migrations complete in 48–72 hours of clock time for practices with under 10,000 patient records. Multi-location dental groups with 50,000+ records or complex referring-practice hierarchies extend to 5–10 days. The longest step is the discovery and schema design phase where we inventory Sensei custom fields and map them to Twenty custom fields — plan 3–5 business days for that before the data move begins. The delta-pickup window adds 24–48 hours after the full load commits.

Adjacent paths

Related migrations to explore

Ready when you are

Move from Sensei Cloud.
Land in Twenty CRM, intact.

Tell us record counts and timeline. We'll come back with a written quote inside 1 business day — no commitment, no sales pitch.

Accuracy guarantee Rollback included Quote in 1 business day