Real-time
Two-way sync
Changes in Affinity or Starburst Enterprise instantly reflect in both systems. No stale data, no manual imports.
CRM ⇄ Data warehouse
Affinity to Starburst Enterprise integration — real-time, two-way sync
Keep Affinity and Starburst Enterprise 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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Migrated from Fivetran
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Migrated from Celigo
Why teams connect Affinity and Starburst Enterprise
Sync Affinity into Starburst Enterprise 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. Reminders, Lists, List Entries, Persons from Affinity land in Starburst Enterprise as live tables, updated within seconds, and columns computed in Starburst Enterprise write back to fields in Affinity. There is no separate ETL and reverse-ETL stack to stitch together and no jobs to babysit.
Common use cases
- 01 Keep introductions and relationship data from Affinity aligned with outreach tools used by the team.
- 02 Sync notes and reminders into project or task systems used outside the deal team.
- 03 Expose Iceberg or Hive lake tables to sync jobs through one SQL endpoint without moving the data first
- 04 Consolidate reads from multiple databases behind a single connection instead of maintaining one integration per source
Common sync patterns
A single customer view
Join Affinity's relationship data with billing, product, and support data in Starburst Enterprise to build the customer picture the CRM alone cannot hold.
Cleanup that sticks
Deduplication and normalization done in Starburst Enterprise can be written back, so warehouse-side cleanup actually fixes the CRM.
CRM analytics on live data
Accounts, contacts, and activity from Affinity are queryable in Starburst Enterprise moments after they change, so dashboards stop lagging the reality they describe.
What you can sync between Affinity and Starburst Enterprise
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.
| Affinity objects | Starburst Enterprise objects | How this pairing syncs | |
|---|---|---|---|
| Reminders Follow-up tasks associated with people and organizations. | Columns Typed per the Trino type system, mapped from each source's native types. | Reminders is specific to Affinity and Columns to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Lists Pipelines (deal flow, fundraising, portfolio) that structure most Affinity data; syncs usually target a specific list. | Catalogs Each catalog maps to a connector (Iceberg, Hive, PostgreSQL, and others) exposing an external source. | Lists is specific to Affinity and Catalogs to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| List Entries The membership of a person, organization, or opportunity on a list, carrying its list-specific fields. | Schemas Namespaces within a catalog, mirroring the underlying source's databases or schemas. | List Entries is specific to Affinity and Schemas to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Persons Contact records enriched with relationship intelligence, synced with CRMs and outreach tools. | Tables Queryable relations; writes pass through to sources whose connectors support them. | Persons is specific to Affinity and Tables to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Organizations Company records matched to accounts in other systems by domain. | Views Engine-level SQL views used to shape federated data before syncing it out. | Organizations is specific to Affinity and Views to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Opportunities Deal records tracked on lists and synced with pipeline reporting. | Materialized views Precomputed results that make repeated sync reads cheaper. | Opportunities is specific to Affinity and Materialized views to Starburst Enterprise — each maps to any object or custom field on the other side. |
How changes propagate between Affinity and Starburst Enterprise
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.
Affinity Starburst Enterprise Sub-second propagation
DetectionAffinity notifies Stacksync of record changes through webhook events. Webhook subscriptions for record events, supplemented by polling.
DeliveryEach detected change is applied to Starburst Enterprise as a row-level write, with types converted between the two schemas.
Starburst Enterprise Affinity Interval-based propagation
DetectionStacksync polls Starburst Enterprise for changes on an incremental schedule, reading only records changed since the previous pass. Query-based polling.
DeliveryEach detected change is written to Affinity through its API, with automatic retries and rate-limit backoff.
Rate-limit considerations
- Affinity: Subject to the platform's published API rate limits.
- Starburst Enterprise: Throughput is governed by cluster sizing and resource groups rather than API quotas.
What ships with Affinity ⇄ Starburst Enterprise
Connect Affinity and Starburst Enterprise for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Affinity–Starburst Enterprise connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever Affinity or Starburst Enterprise 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 Affinity or Starburst Enterprise record.
Observability
Monitoring
Track your Affinity ⇄ Starburst Enterprise sync health, view errors, and replay failed events in one click.
Trading partners
EDI
Transform legacy EDI complexity into simple database interactions between Affinity and Starburst Enterprise.
How the Affinity and Starburst Enterprise connectors work
Affinity
- Integration surface
- REST API
- Authentication
- API key
- Change detection
- Webhook subscriptions for record events, supplemented by polling
- Capabilities
- read · write · webhooks
- Rate limits
- Subject to the platform's published API rate limits
Starburst Enterprise
- Integration surface
- ANSI SQL over JDBC/ODBC drivers and the Trino client REST protocol
- Authentication
- Deployment-dependent: username/password, LDAP, OAuth 2.0, or Kerberos
- Change detection
- Query-based polling; Starburst is a query engine and exposes no change log of its own
- Capabilities
- read · write
- Rate limits
- Throughput is governed by cluster sizing and resource groups rather than API quotas
How it works
How to connect Affinity to Starburst Enterprise — 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 Affinity and Starburst Enterprise with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.
Affinity
connected
Starburst Enterprise
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the Affinity and Starburst Enterprise 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 · Affinity ⇄ Starburst EnterpriseCustomers 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.
Affinity Starburst EnterpriseCompany company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
Affinity and Starburst Enterprise integration FAQ
-
Yes. Stacksync provides a managed, real-time two-way integration between Affinity and Starburst Enterprise: authenticate both systems, choose the objects to sync (such as Affinity's Reminders and Lists), map fields visually, and changes propagate both ways in milliseconds — no code required.
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Yes. Each object mapping can be bidirectional or restricted to a single direction (both systems accept writes). Read-only mirrors, one-way pushes, and full two-way sync can be mixed in the same integration.
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Common patterns for Affinity and Starburst Enterprise: A single customer view; Cleanup that sticks; CRM analytics on live data. Join Affinity's relationship data with billing, product, and support data in Starburst Enterprise to build the customer picture the CRM alone cannot hold.
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Affinity: REST API. Authentication: API key. Starburst Enterprise: ANSI SQL over JDBC/ODBC drivers and the Trino client REST protocol. Authentication: Deployment-dependent: username/password, LDAP, OAuth 2.0, or Kerberos. Stacksync manages authentication, retries, and rate limits on both sides.
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Affinity: Custom fields can be global or scoped to a single list, which affects how field mappings are defined per pipeline. Starburst Enterprise: The engine stores no data itself; reads and writes pass through to the underlying sources, and write support depends on each connector. Stacksync's field mapping accounts for these differences between Affinity and Starburst Enterprise 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 Affinity and Starburst Enterprise records are not retained after a sync operation.
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
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