Real-time
Two-way sync
Changes in Hyperline or Starburst Enterprise instantly reflect in both systems. No stale data, no manual imports.
Accounting and finance ⇄ Data warehouse
Hyperline to Starburst Enterprise integration — real-time, two-way sync
Keep Hyperline 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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Why teams connect Hyperline and Starburst Enterprise
Land the financial records from Hyperline in Starburst Enterprise continuously, and write results back, without building or maintaining a pipeline.
Finance data belongs in the warehouse: revenue, invoices, payments, and customers joined with everything else the business measures. Getting it there usually means an extraction pipeline that breaks quietly and delivers yesterday's numbers.
Stacksync syncs Credit notes, Customers, Subscriptions, Products / prices from Hyperline into tables in Starburst Enterprise in real time, and the connection works in both directions: values computed in Starburst Enterprise can be written back to fields in Hyperline where you want them operational. Schema changes are handled, API limits are managed, and the sync is something you configure rather than code you maintain.
Common use cases
- 01 Create billing customers automatically when new accounts appear in the CRM or product database.
- 02 Sync Hyperline customers and subscription status into a CRM so sales and success teams see billing state on the account record.
- 03 Consolidate reads from multiple databases behind a single connection instead of maintaining one integration per source
- 04 Write curated or reconciled results back to lakehouse tables through connectors that support inserts
Common sync patterns
Revenue joined with everything else
Analysts combine Hyperline's financial records with product, marketing, or operational data already in Starburst Enterprise for reporting the finance system cannot do alone.
Write-back of computed fields
Scores or segments computed in Starburst Enterprise, like payment-risk flags or customer tiers, sync back onto records in Hyperline where the finance team can act on them.
Queryable history for audit and reconciliation
A continuously synced copy in Starburst Enterprise gives you a durable, queryable record of financial data for month-end and audit questions.
What you can sync between Hyperline 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.
| Hyperline objects | Starburst Enterprise objects | How this pairing syncs | |
|---|---|---|---|
| Products / prices The catalog of products and price configurations referenced by subscriptions. | Catalogs Each catalog maps to a connector (Iceberg, Hive, PostgreSQL, and others) exposing an external source. | Products / prices is specific to Hyperline and Catalogs to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Invoices Issued billing documents synced into accounting and reporting systems. | Schemas Namespaces within a catalog, mirroring the underlying source's databases or schemas. | Invoices is specific to Hyperline and Schemas to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Payments Settlement records used to reconcile revenue against invoices. | Tables Queryable relations; writes pass through to sources whose connectors support them. | Payments is specific to Hyperline and Tables to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Billable events Metered consumption events ingested to drive usage-based charges. | Views Engine-level SQL views used to shape federated data before syncing it out. | Billable events is specific to Hyperline and Views to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Credit notes Adjustments and refunds synced for accurate revenue reporting. | Materialized views Precomputed results that make repeated sync reads cheaper. | Credit notes is specific to Hyperline and Materialized views to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Customers Billing accounts that syncs match against CRM and product records. | Columns Typed per the Trino type system, mapped from each source's native types. | Customers is specific to Hyperline and Columns to Starburst Enterprise — each maps to any object or custom field on the other side. |
How changes propagate between Hyperline 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.
Hyperline Starburst Enterprise Sub-second propagation
DetectionHyperline notifies Stacksync of record changes through webhook events. Webhooks for billing events, with polling as a fallback.
DeliveryEach detected change is applied to Starburst Enterprise as a row-level write, with types converted between the two schemas.
Starburst Enterprise Hyperline 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 Hyperline through its API, with automatic retries and rate-limit backoff.
Rate-limit considerations
- Hyperline: Subject to the platform's API rate limits.
- Starburst Enterprise: Throughput is governed by cluster sizing and resource groups rather than API quotas.
What ships with Hyperline ⇄ Starburst Enterprise
Connect Hyperline and Starburst Enterprise for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Hyperline–Starburst Enterprise connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever Hyperline 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 Hyperline or Starburst Enterprise record.
Observability
Monitoring
Track your Hyperline ⇄ 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 Hyperline and Starburst Enterprise.
How the Hyperline and Starburst Enterprise connectors work
Hyperline
- Integration surface
- REST API
- Authentication
- API key (bearer token)
- Change detection
- Webhooks for billing events, with polling as a fallback
- Capabilities
- read · write · webhooks
- Rate limits
- Subject to the platform's 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 Hyperline 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 Hyperline 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.
Hyperline
connected
Starburst Enterprise
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the Hyperline 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 · Hyperline ⇄ 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.
Hyperline Starburst EnterpriseCompany company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
Hyperline and Starburst Enterprise integration FAQ
-
Yes. Stacksync provides a managed, real-time two-way integration between Hyperline and Starburst Enterprise: authenticate both systems, choose the objects to sync (such as Hyperline's Products / prices and Invoices), map fields visually, and changes propagate both ways in milliseconds — no code required.
-
On the Hyperline side: Credit notes, Customers, Subscriptions, Products / prices, plus custom fields where Hyperline exposes them. On the Starburst Enterprise side: Views, Materialized views, Columns, Catalogs. Stacksync auto-detects both schemas and converts types between the two systems.
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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.
-
Common patterns for Hyperline and Starburst Enterprise: Revenue joined with everything else; Write-back of computed fields; Queryable history for audit and reconciliation. Analysts combine Hyperline's financial records with product, marketing, or operational data already in Starburst Enterprise for reporting the finance system cannot do alone.
-
Hyperline: REST API. Authentication: API key (bearer token). 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.
-
Hyperline: Hyperline is built for SaaS billing and models both recurring subscriptions and usage-based (metered) pricing in its core objects. Starburst Enterprise: A single SQL statement can join tables across catalogs, meaning one query can span several distinct backend systems. Stacksync's field mapping accounts for these differences between Hyperline and Starburst Enterprise without custom code.
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:
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