Real-time
Two-way sync
Changes in Apache Doris or Demandbase instantly reflect in both systems. No stale data, no manual imports.
Data warehouse ⇄ Marketing
Apache Doris to Demandbase integration — real-time, two-way sync
Keep Apache Doris and Demandbase 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 Demandbase
Put modeled data to work and measure what it drives: Apache Doris and Demandbase keep contacts, audiences, and campaign results in step in real time, in both directions.
Apache Doris is where your team models customers, product usage, and revenue into trusted tables; Demandbase runs the campaigns, audiences, and messages that reach those people. The two overlap wherever the same person, account, or segment matters to both, and when the bridge between them is a nightly export or a hand-built list, marketing targets stale data while analytics never sees what the campaign returned.
Stacksync syncs Users and Roles, Databases, Tables, Unique Key Tables in Apache Doris with Campaigns, Account & Person Lists (Audiences), Company Details (B2B enrichment), Change Subscriptions in Demandbase field by field, in real time, and in both directions. You decide which system owns which fields — a computed score or segment can flow out to Demandbase while sends, opens, and conversions flow back to Apache Doris — and Stacksync keeps every copy consistent and resolves conflicts by rules you set.
Common use cases
- 01 Consolidate event and transactional data from multiple sources into one real-time OLAP layer.
- 02 Land CRM and operational database records in Doris for low-latency dashboards over fresh data.
- 03 Enrich CRM Company and Contact records with Demandbase firmographics, technographics, and verified business emails through the B2B Company and Contact Details endpoints.
- 04 Sync Opportunities and Activities two-way so CRM deal and engagement data flows into Demandbase reporting and Demandbase-calculated insights flow back to the warehouse.
Common sync patterns
Suppression and consent stay aligned
Unsubscribes, bounces, and consent or opt-out flags held in either system propagate to the other, so no one is messaged after opting out and Apache Doris holds the current state for auditing.
Enrich records with warehouse context
Product-usage counts, plan tier, region, or account owner computed in Apache Doris appear on the matching record in Demandbase, so targeting, routing, and personalization use up-to-date context.
Activate a modeled audience
A segment or score built in Apache Doris — high-intent accounts, churn risk, a lifetime-value tier — lands as an audience or contact field in Demandbase, so campaigns target the people your data actually points to instead of a static export.
What you can sync between Apache Doris and Demandbase
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 | Demandbase objects | How this pairing syncs | |
|---|---|---|---|
| Databases Logical containers that scope connections and grants. | People (Persons) Contact/person records with verified business email, title, seniority, and quality grades; fetched and matched via the B2B Contact endpoints and exported or imported. | Databases is specific to Apache Doris and People (Persons) to Demandbase — 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. | Activities Engagement and custom activity records (web, campaign, intent); exported via Data Export and pushed in through the Data Import API using custom activity types. | Tables is specific to Apache Doris and Activities to Demandbase — 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. | Campaigns Marketing campaign records and creative assets exported through the Data Export API; read-only reporting feed. | Unique Key Tables is specific to Apache Doris and Campaigns to Demandbase — 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. | Account & Person Lists (Audiences) Named account and person segments exported via Data Export; custom audiences pushed into Demandbase through the Data Import API. Read and write. | Aggregate Key Tables is specific to Apache Doris and Account & Person Lists (Audiences) to Demandbase — each maps to any object or custom field on the other side. | |
| Partitions Range or list partitions that bound incremental loads. | Company Details (B2B enrichment) Firmographics, technographics, competitors, and corporate family tree fetched by domain or name via the B2B Company Search and Details endpoints; read-only enrichment. | Partitions is specific to Apache Doris and Company Details (B2B enrichment) to Demandbase — each maps to any object or custom field on the other side. | |
| Materialized Views Precomputed views readable for downstream syncs and BI. | Change Subscriptions Company firmographic, company news, family-tree (ownership), and DB person employment subscriptions delivered as webhook alerts with a signing secret; the real-time change feed. | Materialized Views is specific to Apache Doris and Change Subscriptions to Demandbase — each maps to any object or custom field on the other side. |
How changes propagate between Apache Doris and Demandbase
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 Demandbase 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 Demandbase through its API, with automatic retries and rate-limit backoff.
Demandbase Apache Doris Sub-second propagation
DetectionDemandbase notifies Stacksync of record changes through webhook events. Subscription API webhooks - company firmographic, company news, family-tree (ownership), and person employment-change alerts to a configurable URL.
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.
- Demandbase: Credit-based per API call; bulk jobs accept up to 10,000 records per submission, CSV uploads up to 5GB, and result URLs stay valid 24 hours; subscription alerts page up to 5,000 entities and list endpoints up to 100 per page.
What ships with Apache Doris ⇄ Demandbase
Connect Apache Doris and Demandbase for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Apache Doris–Demandbase connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever Apache Doris or Demandbase 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 Demandbase record.
Observability
Monitoring
Track your Apache Doris ⇄ Demandbase 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 Demandbase.
How the Apache Doris and Demandbase 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
Demandbase
- Integration surface
- REST APIs (Demandbase One) - a B2B API (company/contact search, details, and match with async bulk enrichment jobs), a read-only Data Export API and a write-capable Data Import API (both async bulk jobs), and a Subscription API for webhook change alerts.
- Authentication
- JWT bearer tokens minted from Demandbase One API Key Sets at the platform level; each credential set expires after 8 hours and is rotated. Legacy single-user API tokens are deprecated.
- Change detection
- Subscription API webhooks - company firmographic, company news, family-tree (ownership), and person employment-change alerts to a configurable URL secured with a signing secret; bulk reads run as async export jobs (submit, poll, download). No log-based CDC.
- Capabilities
- read · write · webhooks
- Rate limits
- Credit-based per API call; bulk jobs accept up to 10,000 records per submission, CSV uploads up to 5GB, and result URLs stay valid 24 hours; subscription alerts page up to 5,000 entities and list endpoints up to 100 per page.
How it works
How to connect Apache Doris to Demandbase — 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 Demandbase 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
Demandbase
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the Apache Doris and Demandbase 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 ⇄ DemandbaseCustomers 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 DemandbaseCompany company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
Apache Doris and Demandbase integration FAQ
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Yes. Stacksync provides a managed, real-time two-way integration between Apache Doris and Demandbase: authenticate both systems, choose the objects to sync (such as Apache Doris's Databases and Tables), map fields visually, and changes propagate both ways in milliseconds — no code required.
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Apache Doris: Bulk ingestion is HTTP-based through mechanisms like Stream Load, which is separate from the SQL query path. Demandbase: Demandbase splits data movement across a read-only Data Export API (accounts, opportunities, people, activities, campaigns, lists) and a write-capable Data Import API (import or update accounts, opportunities, persons, activities, intent, and custom source data). Stacksync's field mapping accounts for these differences between Apache Doris and Demandbase 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 Demandbase 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 Demandbase connectors, real-time two-way sync, monitoring, and support. That replaces building and maintaining a custom Apache Doris–Demandbase integration in-house.
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Yes — Stacksync ships production-grade connectors for both Apache Doris and Demandbase. The connectors handle authentication, schema detection, rate limits, and retries; you configure the sync, and Stacksync operates it.
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Change detection on Apache Doris: Polling on partition or timestamp columns for reads; ingestion into Doris is push-based via load jobs. On Demandbase: Subscription API webhooks - company firmographic, company news, family-tree (ownership), and person employment-change alerts to a configurable URL secured with a signing secret; bulk reads run as async export jobs (submit, poll, download). No log-based CDC. Each detected change propagates to the other side in milliseconds, with field-level conflict resolution and an inspectable event log.
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:
Related integrations
Every pair below is a real-time, two-way sync. Search all 396 integrations available for Apache Doris and Demandbase.
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