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Business productivity ⇄ Data warehouse

Aviato to Starburst Enterprise integration — real-time data sync

Keep Aviato 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.

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

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Why teams connect Aviato and Starburst Enterprise

Get the data locked inside Aviato into Starburst Enterprise as live tables, and send results back where Aviato can use them, without writing a pipeline.

Aviato is a read-only source: Stacksync reads its data in real time and delivers it into Starburst Enterprise, so Starburst Enterprise always reflects the current state of Aviato — without exports, scripts, or schedulers.

Whatever Aviato is used for, it accumulates data the rest of the company wants to analyze, and that data usually sits behind an API rather than in the warehouse. Building and babysitting an extraction pipeline is the tax most teams pay for it.

Common use cases

  • 01 Pull founder and team data into a sourcing database to flag new startups that match an investment thesis
  • 02 Feed lead-scoring models with growth signals (funding recency, headcount trajectory) pulled from Aviato
  • 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

Where Aviato accepts updates: operational write-back

Segments, scores, or reference values computed in Starburst Enterprise sync back onto records in Aviato, putting analysis where the work happens.

History that outlives the tool

A continuously synced copy in Starburst Enterprise preserves a queryable record even as data ages out of Aviato or gets changed inside it.

Analytics on Aviato's data

Records and events from Aviato land in Starburst Enterprise as queryable tables, current within seconds and ready to join with the rest of the warehouse.

What you can sync between Aviato 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.

Aviato objects Starburst Enterprise objects How this pairing syncs
Person Founder and employee profiles linked to current and past companies Catalogs Each catalog maps to a connector (Iceberg, Hive, PostgreSQL, and others) exposing an external source. Person is specific to Aviato and Catalogs to Starburst Enterprise — each maps to any object or custom field on the other side.
Funding Round Round-level records with stage, amount, date, and participating investors Schemas Namespaces within a catalog, mirroring the underlying source's databases or schemas. Funding Round is specific to Aviato and Schemas to Starburst Enterprise — each maps to any object or custom field on the other side.
Investor Funds and angels connected to the rounds and companies they back Tables Queryable relations; writes pass through to sources whose connectors support them. Investor is specific to Aviato and Tables to Starburst Enterprise — each maps to any object or custom field on the other side.
Headcount Snapshot Point-in-time employee counts used to track company growth over time Views Engine-level SQL views used to shape federated data before syncing it out. Headcount Snapshot is specific to Aviato and Views to Starburst Enterprise — each maps to any object or custom field on the other side.
Employment Record Person-to-company links with role and tenure that model team movement Materialized views Precomputed results that make repeated sync reads cheaper. Employment Record is specific to Aviato and Materialized views to Starburst Enterprise — each maps to any object or custom field on the other side.
Acquisition / Exit Event M&A and exit records tied to the acquired company profile Columns Typed per the Trino type system, mapped from each source's native types. Acquisition / Exit Event is specific to Aviato and Columns to Starburst Enterprise — each maps to any object or custom field on the other side.

How changes propagate between Aviato 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.

Aviato Starburst Enterprise Interval-based propagation

DetectionStacksync polls Aviato for changes on an incremental schedule, reading only records changed since the previous pass. Polling-based: re-query tracked records on a schedule and diff against the last synced state.

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

Starburst Enterprise Aviato Interval-based propagation

DetectionStacksync polls Starburst Enterprise for changes on an incremental schedule, reading only records changed since the previous pass. Query-based polling.

DeliveryAviato does not accept inbound record writes, so this direction carries requests rather than records: Aviato's output flows back as field updates on the originating Starburst Enterprise records.

Rate-limit considerations

  • Aviato: Request volume is credit- and rate-limited per plan; schedule refreshes in batches rather than per-record calls.
  • Starburst Enterprise: Throughput is governed by cluster sizing and resource groups rather than API quotas.
What ships with Aviato ⇄ Starburst Enterprise

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

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

Real-time

Real-time sync

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

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Aviato 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 Aviato or Starburst Enterprise record.

Observability

Monitoring

Track your Aviato ⇄ 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 Aviato and Starburst Enterprise.

How the Aviato and Starburst Enterprise connectors work

Aviato

Integration surface
REST API returning JSON, with search/filter endpoints for querying company and people records
Authentication
API key passed on each request
Change detection
Polling-based: re-query tracked records on a schedule and diff against the last synced state; no native change feed is assumed
Capabilities
read
Rate limits
Request volume is credit- and rate-limited per plan; schedule refreshes in batches rather than per-record calls

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 Aviato 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.

  1. 01

    Connect your apps

    Authenticate Aviato 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.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    Aviato connected
    Starburst Enterprise connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Aviato 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.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · Aviato ⇄ Starburst Enterprise
    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
    Aviato Starburst Enterprise
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Aviato and Starburst Enterprise 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
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 216 integrations available for Aviato and Starburst Enterprise.

Popular · 6 of 216
All Aviato integrations All Starburst Enterprise integrations Browse all integrations
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