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Data warehouse ⇄ CRM

Starburst Enterprise to Vitally integration — real-time, two-way sync

Keep Starburst Enterprise and Vitally 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 Starburst Enterprise and Vitally

Sync Vitally 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. Custom Trait, Account, User, Organization from Vitally land in Starburst Enterprise as live tables, updated within seconds, and columns computed in Starburst Enterprise write back to fields in Vitally. There is no separate ETL and reverse-ETL stack to stitch together and no jobs to babysit.

Common use cases

  • 01 Keep CS tasks and notes aligned between Vitally and ticketing or project tools.
  • 02 Sync account health scores and lifecycle stages from Vitally into a CRM so sales sees churn risk before renewals.
  • 03 Write curated or reconciled results back to lakehouse tables through connectors that support inserts
  • 04 Read federated views that join warehouse, lake, and database tables, then sync the result into operational tools like a CRM

Common sync patterns

A single customer view

Join Vitally'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 Vitally are queryable in Starburst Enterprise moments after they change, so dashboards stop lagging the reality they describe.

What you can sync between Starburst Enterprise and Vitally

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.

Starburst Enterprise objects Vitally objects How this pairing syncs
Schemas Namespaces within a catalog, mirroring the underlying source's databases or schemas. Task CS tasks and follow-ups, readable and writable for workflow sync. Schemas is specific to Starburst Enterprise and Task to Vitally — each maps to any object or custom field on the other side.
Tables Queryable relations; writes pass through to sources whose connectors support them. Note Account and user notes captured by success teams. Tables is specific to Starburst Enterprise and Note to Vitally — each maps to any object or custom field on the other side.
Views Engine-level SQL views used to shape federated data before syncing it out. Conversation Customer conversations logged in Vitally; activity objects include parent object details in the payload. Views is specific to Starburst Enterprise and Conversation to Vitally — each maps to any object or custom field on the other side.
Materialized views Precomputed results that make repeated sync reads cheaper. NPS Response NPS survey responses for account-health reporting. Materialized views is specific to Starburst Enterprise and NPS Response to Vitally — each maps to any object or custom field on the other side.
Columns Typed per the Trino type system, mapped from each source's native types. Custom Trait Custom account and user traits for segmentation. Columns is specific to Starburst Enterprise and Custom Trait to Vitally — each maps to any object or custom field on the other side.
Catalogs Each catalog maps to a connector (Iceberg, Hive, PostgreSQL, and others) exposing an external source. Account Core customer account records with health scores and lifecycle traits; created, updated, retrieved, and listed via the REST API. Catalogs is specific to Starburst Enterprise and Account to Vitally — each maps to any object or custom field on the other side.

How changes propagate between Starburst Enterprise and Vitally

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.

Starburst Enterprise Vitally 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 Vitally through its API, with automatic retries and rate-limit backoff.

Vitally Starburst Enterprise Sub-second propagation

DetectionVitally notifies Stacksync of record changes through webhook events. Incremental polling on updatedAt cursors.

DeliveryEach detected change is applied to Starburst Enterprise as a row-level write, with types converted between the two schemas.

Rate-limit considerations

  • Starburst Enterprise: Throughput is governed by cluster sizing and resource groups rather than API quotas.
  • Vitally: Default rate limit of 1,000 requests/min (token bucket); write operations consume more budget, headers expose remaining quota.
What ships with Starburst Enterprise ⇄ Vitally

Connect Starburst Enterprise and Vitally for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Starburst Enterprise–Vitally connection.

Real-time

Two-way sync

Changes in Starburst Enterprise or Vitally instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Starburst Enterprise or Vitally 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 Starburst Enterprise or Vitally record.

Observability

Monitoring

Track your Starburst Enterprise ⇄ Vitally sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Starburst Enterprise and Vitally.

How the Starburst Enterprise and Vitally connectors work

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

Vitally

Integration surface
REST API with cursor-based pagination (sortable by createdAt/updatedAt)
Authentication
API key via Basic Auth; keys created in Settings -> Integrations -> REST API and individually revocable
Change detection
Incremental polling on updatedAt cursors; playbook-triggered webhooks can push events for near real-time updates
Capabilities
read · write · webhooks
Rate limits
Default rate limit of 1,000 requests/min (token bucket); write operations consume more budget, headers expose remaining quota.
How it works

How to connect Starburst Enterprise to Vitally — 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 Starburst Enterprise and Vitally 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
    Starburst Enterprise connected
    Vitally connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Starburst Enterprise and Vitally 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 · Starburst Enterprise ⇄ Vitally
    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
    Starburst Enterprise Vitally
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Starburst Enterprise and Vitally integration FAQ

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.

Learn more about security
SOC 2 Type II
ISO 27001
HIPAA BAA
GDPR
CCPA
CSA STAR
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:

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 390 integrations available for Starburst Enterprise and Vitally.

Popular · 8 of 390
All Starburst Enterprise integrations All Vitally integrations Browse all integrations
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