CRM migration
Field-level mapping, validation, and rollback between Inflection.io and Twenty CRM. We move data and schema; workflows are rebuilt natively in Twenty CRM.
Inflection.io
Source
Twenty CRM
Destination
Compatibility
5 of 10
objects map 1:1 between Inflection.io and Twenty CRM.
Complexity
BStandard
Timeline
3-5 weeks
Overview
Moving from Inflection.io to Twenty CRM is a shift from an AI-native marketing automation platform built for product-led growth companies to an open-source CRM with a clean relational data model. The two platforms serve different primary functions — Inflection.io orchestrates lifecycle marketing across hundreds of millions of contacts using Journeys and product event streams, while Twenty CRM manages the relationship record for sales and customer-facing teams. We migrate the contact and account records with their behavioral metadata, segment membership flags, and Journey execution history as written documentation, but we do not migrate Journeys, Segments, or product event schemas as live automations because Twenty CRM does not have an equivalent Journey or event-streaming engine. We deliver a complete written inventory of every Inflection Journey and Segment for the customer's admin to rebuild in Twenty's workflow system. The migration centers on preserving contact behavioral attribution (PQL scores, product usage signals, Journey entry dates) as structured custom fields on the Person record, then delivering the automation rebuild guide separately.
Every standard and custom field arrives verified.
AI proposes the map; you confirm before any record moves.
Parent–child, lookups, and ownership stay linked.
Calls, emails, meetings — with original timestamps.
Documents, uploads, and inline notes move with the record.
Why teams make this switch
Leaving
What's pushing teams away
Choosing
What's pulling them in
Object mapping
Each row shows how a Inflection.io 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.
Inflection.io
Contact
Twenty CRM
Person
1:1Inflection.io Contact records map directly to Twenty CRM Person. Standard properties (email, name, phone, job title) map to the corresponding Twenty Person fields. We preserve all custom Person field values including any behavioral metadata (last product event timestamp, PQL score, Journey entry date) as custom fields on the Person record. Email serves as the dedupe key during upsert. If a Contact has a Salesforce CRM association via Inflection's bi-directional sync, we carry the CRM link as a custom field value rather than a native sync object.
Inflection.io
Account
Twenty CRM
Company
1:1Inflection.io Account records map to Twenty CRM Company. The account domain becomes the Company website field, used as the dedupe key. Account hierarchy (parent-child relationships) maps to Twenty's Company parent-company lookup. All account-level custom fields migrate to Company custom fields in Twenty CRM. If the Inflection Account was synced from a CRM via the bi-directional sync, we flag the original CRM source as a custom field for the customer's admin to reconnect post-migration.
Inflection.io
Segment
Twenty CRM
Custom Picklist + Filter View
lossyInflection Segments are audience definitions built on contact properties and behavioral signals. Twenty CRM does not have a native Segment engine. We export the segment rules (field conditions, operator logic, behavioral triggers) as structured JSON and deliver a written segment rebuild guide that maps each Inflection segment to a corresponding Twenty CRM Filter View with matching conditions. Segment membership counts migrate as a custom field on Person records (e.g., segment_high_value_pql__c with boolean or multi-select picklist) so the data is preserved even if the live filter logic is rebuilt manually.
Inflection.io
Product Events
Twenty CRM
Custom Fields on Person/Company
1:manyInflection product event data (billions of events ingested per customer) has no direct equivalent in Twenty CRM, which does not have a native event-streaming or product analytics engine. We perform a pre-migration aggregation: event counts per contact (total events, events in last 30/60/90 days), last event timestamp, key feature adoption events (e.g., event_name = 'feature_used' or 'onboarding_completed'), and PQL score. These aggregations become custom numeric and date fields on the Person record. We deliver the raw event schema mapping document for the customer's data team to connect a dedicated product analytics tool (PostHog, Amplitude) post-migration.
Inflection.io
Journey Membership
Twenty CRM
Custom Fields on Person
lossyInflection Journeys are automation workflows with entry triggers, step sequences, and conditional branching. Twenty CRM does not have a Journey engine. We export Journey membership history for each contact (Journey name, entry date, current step, exit date, exit reason) as structured data and write it to custom fields on the Person record (e.g., journey_entered_expansion_q1__c, journey_current_step__c). We deliver a written Journey inventory document listing every active Journey with its trigger, conditions, step definitions, and recommended Twenty workflow equivalent for the customer's admin to rebuild.
Inflection.io
Tag/Label
Twenty CRM
Tag
1:1Contact-level tags and labels in Inflection.io migrate to Twenty CRM tags on the Person record. We preserve tag vocabulary exactly and apply the same tag set in Twenty during import. Tag counts per contact migrate as a numeric custom field if the customer's reporting depends on tag frequency.
Inflection.io
Form Submission
Twenty CRM
Note or Custom Fields on Person
1:1Inflection form submissions (native forms and third-party forms synced via Inflection) migrate as Note records attached to the relevant Person or Company, capturing submission date, form name, and field values. If a specific form field is used frequently in reporting, we convert it to a dedicated custom field on Person rather than leaving it in the note body.
Inflection.io
Web Tracking History
Twenty CRM
Custom Fields on Person
lossyInflection's web tracking associates anonymous visits with known contacts via email link clicks. We preserve tracked page-visit history and behavioral attribution data as custom properties on the Person record (e.g., last_web_visit_date__c, pages_viewed_total__c). Inflection's attribution model requires Inflection-sent email flows to link new web visits to contacts; post-migration, this attribution model requires the customer to implement a separate tracking mechanism (e.g., PostHog, Segment, or a lightweight cookie-based script) if they want to continue behavioral web attribution.
Inflection.io
Custom Person Fields
Twenty CRM
Custom Fields on Person
1:1All Inflection custom Person field definitions (text, numeric, date/time, boolean, multi-select picklist) are exported with their field types and migrated to Twenty CRM custom fields of equivalent types. Update Values as a Flow Step data (field values written from within Journeys) migrates as the final field value at the time of export, not as a historical log. We document any conditional logic in the flow step as a custom field note for the customer's admin to recreate as a workflow action.
Inflection.io
Data Warehouse Sync Config
Twenty CRM
API Connection Documentation
lossyInflection's zero-ETL bi-directional sync with Snowflake and Redshift streams contact and product event data without per-field API calls. We document the warehouse table schemas, connection credentials, and sync field mappings as part of the migration scope. The customer uses this documentation to configure equivalent data flows in their destination warehouse or to reconnect the sync with a modified schema. We do not maintain the live sync connection during migration.
| Inflection.io | Twenty CRM | Compatibility | |
|---|---|---|---|
| Contact | Person1:1 | Fully supported | |
| Account | Company1:1 | Fully supported | |
| Segment | Custom Picklist + Filter Viewlossy | Fully supported | |
| Product Events | Custom Fields on Person/Company1:many | Fully supported | |
| Journey Membership | Custom Fields on Personlossy | Fully supported | |
| Tag/Label | Tag1:1 | Fully supported | |
| Form Submission | Note or Custom Fields on Person1:1 | Fully supported | |
| Web Tracking History | Custom Fields on Personlossy | Fully supported | |
| Custom Person Fields | Custom Fields on Person1:1 | Fully supported | |
| Data Warehouse Sync Config | API Connection Documentationlossy | Fully supported |
Gotchas + challenges
Platform-specific issues from each side, plus the pair-specific challenges that don't show up on either platform's page on its own.
Inflection.io gotchas
MMC billing counts unique contacts flowing through Journeys
Annual contract required for all tiers
Zero-ETL sync bypasses standard field-level API mapping
Journey nesting complexity complicates import parity
Web tracking attribution requires Inflection-sent email link
Twenty CRM gotchas
Import order is enforced and critical
Export limited to 20,000 records and visible columns only
Soft-deleted records count toward uniqueness and trigger restores
API rate limits cap at 200 req/min on Organization tier
No native email sequences — follow-up cadences require external tools
Pair-specific challenges
Migration approach
Discovery and data audit
We audit the Inflection.io portal to enumerate all Contact properties (standard and custom), Account properties, Segment definitions, active Journeys, product event schemas, form definitions, and web tracking configuration. We run a data quality scan to flag duplicates, blank required fields, and inconsistent property formats. We document every CRM sync field mapping from Inflection's CRM Data screen so the customer has a complete record before disconnecting the sync. The discovery output is a written migration scope with object inventory, property list, and Journey count.
Behavioral data aggregation and Journey inventory
We pre-process Inflection's behavioral data before designing the Twenty CRM schema. Product events are aggregated per contact into summary metrics (event counts, last event timestamp, key feature flags). Journey membership history is extracted as structured records per contact per Journey. Segment rules are exported as JSON with field-condition mappings. The Journey inventory document is compiled during this phase, listing every active Journey with its trigger type, step count, conditional branches, and AI-generated content step count. We deliver the Journey inventory to the customer before migration begins so the admin team can plan the rebuild scope.
Twenty CRM schema design and custom field provisioning
We design the Twenty CRM schema to receive the migrated data. This includes creating custom fields on Person and Company for all behavioral metadata (PQL scores, product event aggregates, Journey membership flags, segment membership indicators, web tracking history). We configure field types to match Inflection's source types (date fields for timestamps, numeric fields for counts, boolean fields for flags, multi-select for segment membership). Field labels are prefixed with an Inflection source identifier (e.g., inf_journey_entered_expansion__c) so the customer's team can trace the origin of migrated data post-migration.
Test migration and reconciliation
We run a full test migration into a staging Twenty CRM instance using a representative data sample. The customer's RevOps lead reviews record counts, spot-checks 25-50 records against the Inflection source, and validates that custom fields are populated correctly. We reconcile any mapping discrepancies (field type mismatches, blank fields that should have data, duplicate records). The Journey inventory and Segment rebuild guide are delivered and reviewed in this phase. Schema corrections happen here, not in production.
Production migration in dependency order
We run the production migration in record-dependency order: Companies (as the parent of Persons), Persons (with all custom behavioral fields populated), Tags applied to Persons, Notes from form submissions and web tracking history. We use Twenty CRM's REST API with batch chunking and rate-limit handling. Each phase emits a row-count reconciliation report. We apply a final delta migration of any records modified during the production migration window before cutover.
Cutover, validation, and rebuild handoff
We freeze writes to Inflection.io during cutover, confirm the delta migration is complete, then enable Twenty CRM as the system of record. We deliver the Journey inventory document and Segment rebuild guide to the customer's admin team. We support a one-week hypercare window for reconciliation issues. We do not rebuild Inflection Journeys as Twenty workflows inside the migration scope; that is separate work that the customer's admin or a certified Twenty partner handles using our written inventory as the specification.
Platform deep dives
Inflection.io
Source
Strengths
Weaknesses
Twenty CRM
Destination
Strengths
Weaknesses
Complexity grading
Standard CRM migration. 1 of 8 objects need a mapping; the rest are 1:1.
Overall complexity
Standard migration
Derived from compatibility, mapping clarity, API constraints, and data volume across Inflection.io and Twenty CRM.
Object compatibility
1 of 8 objects need a mapping; the rest are 1:1.
Field mapping clarity
Field mapping is derived from defaults — final spec confirmed during the sample migration.
Timeline complexity
8-object category — typical timelines run 2–7 days end-to-end.
API constraints
Inflection.io: Not publicly documented.
Data volume sensitivity
Inflection.io doesn't expose a bulk API — REST + parallelization used for high-volume runs.
Estimator
Rule-based pricing — no per-record fees, no manual quotes. Migrations over 2M records are scoped individually.
Step 1
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