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Data warehouse ⇄ CRM

Apache Doris to Drift integration — real-time, two-way sync

Keep Apache Doris and Drift in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.

  • SOC 2 and 6 other compliance frameworks
  • POC with real engineers in minutes

Adopted by fast-scaling companies moving mission-critical data in real time

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Why teams connect Apache Doris and Drift

Sync Drift 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. Users, Playbooks, Meetings, Contacts from Drift land in Apache Doris as live tables, updated within seconds, and columns computed in Apache Doris write back to fields in Drift. There is no separate ETL and reverse-ETL stack to stitch together and no jobs to babysit.

Common use cases

  • Enrich Drift contact and account records with firmographic or product data from an internal database to sharpen playbook targeting.
  • Sync meetings booked in Drift to CRM activities so pipeline attribution stays accurate.
  • Read aggregates from Doris and sync them into business tools like CRMs or spreadsheets.
  • Consolidate event and transactional data from multiple sources into one real-time OLAP layer.

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 Drift 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 Drift, where the people working accounts actually see them.

What you can sync between Apache Doris and Drift

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 Drift objects
Aggregate Key Tables Tables that pre-aggregate on load, used for metric rollups. Conversations Chat threads with status and participants; the center of Drift's data model.
Partitions Range or list partitions that bound incremental loads. Messages Individual messages within a conversation, used for transcript and intent analysis.
Materialized Views Precomputed views readable for downstream syncs and BI. Accounts Company records used for account-based routing and targeting.
Users and Roles Principals used to grant the sync connection scoped access. Users Agents and sales reps who own conversations and meetings.
Databases Logical containers that scope connections and grants. Playbooks Bot flows that generate conversations and qualify visitors.
Tables Columnar tables in one of Doris's table models, used as sync destinations. Meetings Meetings booked through Drift, synced to CRM as sales activities.
What ships with Apache Doris ⇄ Drift

Connect Apache Doris and Drift for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Apache Doris–Drift connection.

Real-time

Two-way sync

Changes in Apache Doris or Drift instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Apache Doris or Drift 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 Drift record.

Observability

Monitoring

Track your Apache Doris ⇄ Drift 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 Drift.

How the Apache Doris and Drift 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

Drift

Integration surface
REST API
Authentication
OAuth 2.0 via apps registered on the Drift developer platform
Change detection
Webhook events for new conversations, messages, and contact changes; polling for backfills
Capabilities
read · write · webhooks
Rate limits
Subject to the platform's API rate limits
How it works

How to connect Apache Doris to Drift — 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.

  1. 01

    Connect your apps

    Authenticate Apache Doris and Drift with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    Apache Doris connected
    Drift connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Apache Doris and Drift 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.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · Apache Doris ⇄ Drift
    Customers 12,480
    Sales Orders 8,213
    Invoices 5,902
    Items 1,344
  3. 03

    Map fields

    Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.

    • Auto-map
    • Type casting
    • Transforms
    Apache Doris Drift
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Apache Doris and Drift integration FAQ

SECURITY

Security teams love 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.

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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:

OAuth 2 SSH Tunnelling SSL certificates IP Whitelisting VPN gateway VPC peering and more

Related integrations

Every pair below is a real-time, two-way sync. Search all 386 integrations available for Apache Doris and Drift.

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