Real-time
Two-way sync
Changes in Apache Doris or Twenty CRM instantly reflect in both systems. No stale data, no manual imports.
Data warehouse ⇄ CRM
Apache Doris to Twenty CRM integration — real-time, two-way sync
Keep Apache Doris and Twenty CRM in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.
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Adopted by fast-scaling companies moving mission-critical data in real time
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Why teams connect Apache Doris and Twenty CRM
Sync Twenty CRM into Apache Doris continuously and push warehouse results back onto CRM records, one two-way connection instead of two pipelines.
The CRM feeds the warehouse and the warehouse should feed the CRM: relationship data flows one way, and computed scores, segments, and customer context flow back. Most teams build the first half as a batch pipeline and never quite get to the second.
Stacksync does both with one connection. Notes, Custom Objects, Attachments, Workspace Members from Twenty CRM land in Apache Doris as live tables, updated within seconds, and columns computed in Apache Doris write back to fields in Twenty CRM. There is no separate ETL and reverse-ETL stack to stitch together and no jobs to babysit.
Common use cases
- 01 Sync Opportunities into a finance system to keep revenue forecasts current.
- 02 Mirror support tickets or tasks between Twenty and an operations tool.
- 03 Consolidate event and transactional data from multiple sources into one real-time OLAP layer.
- 04 Land CRM and operational database records in Doris for low-latency dashboards over fresh data.
Common sync patterns
Cleanup that sticks
Deduplication and normalization done in Apache Doris can be written back, so warehouse-side cleanup actually fixes the CRM.
CRM analytics on live data
Accounts, contacts, and activity from Twenty CRM are queryable in Apache Doris moments after they change, so dashboards stop lagging the reality they describe.
Scores and segments back on the record
Lead scores, churn risk, or usage segments computed in Apache Doris appear as fields in Twenty CRM, where the people working accounts actually see them.
What you can sync between Apache Doris and Twenty CRM
Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.
| Apache Doris objects | Twenty CRM objects | How this pairing syncs | |
|---|---|---|---|
| Materialized Views Precomputed views readable for downstream syncs and BI. | People Individual contact records with emails, phones, and company links; a core target for contact syncs. | Materialized Views is specific to Apache Doris and People to Twenty CRM — each maps to any object or custom field on the other side. | |
| Users and Roles Principals used to grant the sync connection scoped access. | Companies Account-level records that group people and opportunities. | Users and Roles is specific to Apache Doris and Companies to Twenty CRM — each maps to any object or custom field on the other side. | |
| Databases Logical containers that scope connections and grants. | Opportunities Deal records tracked through pipeline stages, synced for forecasting. | Databases is specific to Apache Doris and Opportunities to Twenty CRM — each maps to any object or custom field on the other side. | |
| Tables Columnar tables in one of Doris's table models, used as sync destinations. | Tasks To-dos linked to people, companies, or deals. | Tables is specific to Apache Doris and Tasks to Twenty CRM — each maps to any object or custom field on the other side. | |
| Unique Key Tables Tables supporting primary-key upserts, the natural target for row-level syncs. | Notes Free-form notes attached to records, useful for mirroring activity from other tools. | Unique Key Tables is specific to Apache Doris and Notes to Twenty CRM — each maps to any object or custom field on the other side. | |
| Aggregate Key Tables Tables that pre-aggregate on load, used for metric rollups. | Custom Objects User-defined objects created in Twenty's data model settings, addressable through the same APIs as standard objects. | Aggregate Key Tables is specific to Apache Doris and Custom Objects to Twenty CRM — each maps to any object or custom field on the other side. |
How changes propagate between Apache Doris and Twenty CRM
Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.
Apache Doris Twenty CRM Interval-based propagation
DetectionStacksync polls Apache Doris for changes on an incremental schedule, reading only records changed since the previous pass. Polling on partition or timestamp columns for reads.
DeliveryEach detected change is written to Twenty CRM through its API, with automatic retries and rate-limit backoff.
Twenty CRM Apache Doris Sub-second propagation
DetectionTwenty CRM notifies Stacksync of record changes through webhook events. Webhooks on record create, update, and delete events, or polling on record update timestamps.
DeliveryEach detected change is applied to Apache Doris as a row-level write, with types converted between the two schemas.
Rate-limit considerations
- Apache Doris: No API quotas; load throughput depends on cluster resources and load-job configuration.
- Twenty CRM: Subject to the platform's API rate limits; self-hosted deployments control their own limits.
What ships with Apache Doris ⇄ Twenty CRM
Connect Apache Doris and Twenty CRM for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Apache Doris–Twenty CRM connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever Apache Doris or Twenty CRM data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.
At scale
Event queues
Handle millions of events per minute without losing a single Apache Doris or Twenty CRM record.
Observability
Monitoring
Track your Apache Doris ⇄ Twenty CRM sync health, view errors, and replay failed events in one click.
Trading partners
EDI
Transform legacy EDI complexity into simple database interactions between Apache Doris and Twenty CRM.
How the Apache Doris and Twenty CRM connectors work
Apache Doris
- Integration surface
- MySQL wire protocol for SQL access; HTTP APIs (such as Stream Load) for bulk ingestion
- Authentication
- Database credentials
- Change detection
- Polling on partition or timestamp columns for reads; ingestion into Doris is push-based via load jobs
- Capabilities
- read · write
- Rate limits
- No API quotas; load throughput depends on cluster resources and load-job configuration
Twenty CRM
- Integration surface
- GraphQL and REST APIs
- Authentication
- API key
- Change detection
- Webhooks on record create, update, and delete events, or polling on record update timestamps
- Capabilities
- read · write · webhooks
- Rate limits
- Subject to the platform's API rate limits; self-hosted deployments control their own limits.
How it works
How to connect Apache Doris to Twenty CRM — three steps, no code
Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.
- 01
Connect your apps
Authenticate Apache Doris and Twenty CRM with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.
Apache Doris
connected
Twenty CRM
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the Apache Doris and Twenty CRM objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.
objects · Apache Doris ⇄ Twenty CRMCustomers 12,480Sales Orders 8,213Invoices 5,902Items 1,344 - 03
Map fields
Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.
Apache Doris Twenty CRMCompany company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
Apache Doris and Twenty CRM integration FAQ
-
Yes. Stacksync provides a managed, real-time two-way integration between Apache Doris and Twenty CRM: authenticate both systems, choose the objects to sync (such as Apache Doris's Materialized Views and Users and Roles), map fields visually, and changes propagate both ways in milliseconds — no code required.
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Apache Doris: MySQL wire protocol for SQL access; HTTP APIs (such as Stream Load) for bulk ingestion. Authentication: Database credentials. Twenty CRM: GraphQL and REST APIs. Authentication: API key. Stacksync manages authentication, retries, and rate limits on both sides.
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Twenty CRM: Twenty is open source and self-hostable, backed by PostgreSQL, with an object and field model that is metadata-driven and editable from the UI. Apache Doris: Doris speaks the MySQL wire protocol, so standard MySQL clients and drivers connect to it without special adapters. Stacksync's field mapping accounts for these differences between Apache Doris and Twenty CRM without custom code.
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Stacksync is SOC 2 Type II and ISO 27001 certified with HIPAA BAA support. Data is encrypted in transit, and a zero-persistent-storage architecture means Apache Doris and Twenty CRM records are not retained after a sync operation.
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Stacksync pricing is usage-based and starts at $1,000/month, including the managed Apache Doris and Twenty CRM connectors, real-time two-way sync, monitoring, and support. That replaces building and maintaining a custom Apache Doris–Twenty CRM integration in-house.
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Yes — Stacksync ships production-grade connectors for both Apache Doris and Twenty CRM. The connectors handle authentication, schema detection, rate limits, and retries; you configure the sync, and Stacksync operates it.
SECURITY
Security teams trust Stacksync
As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.
SOC 2 Type II
ISO 27001
HIPAA BAA
GDPR
CCPA
DPF US-EU-UK-CH
→ SECURITY WITH BENEFITS
SSO & SCIM
Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.
Alerts
Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.
Secure connection options
Securely connects to your systems with:
