Real-time
Two-way sync
Changes in Chorusai or Starburst Enterprise instantly reflect in both systems. No stale data, no manual imports.
CRM ⇄ Data warehouse
Chorusai to Starburst Enterprise integration — real-time, two-way sync
Keep Chorusai 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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Why teams connect Chorusai and Starburst Enterprise
Sync Chorusai 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. Engagements, Recordings (Conversations), Users, Trackers from Chorusai land in Starburst Enterprise as live tables, updated within seconds, and columns computed in Starburst Enterprise write back to fields in Chorusai. There is no separate ETL and reverse-ETL stack to stitch together and no jobs to babysit.
Common use cases
- 01 Sync Trackers such as pricing, competitor, and next-steps mentions onto matching CRM Opportunities as coaching and deal-risk signals.
- 02 Export Scorecards and their scores to a database to power rep-coaching and QA dashboards across sales teams.
- 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
CRM analytics on live data
Accounts, contacts, and activity from Chorusai are queryable in Starburst Enterprise moments after they change, so dashboards stop lagging the reality they describe.
Scores and segments back on the record
Lead scores, churn risk, or usage segments computed in Starburst Enterprise appear as fields in Chorusai, where the people working accounts actually see them.
A single customer view
Join Chorusai's relationship data with billing, product, and support data in Starburst Enterprise to build the customer picture the CRM alone cannot hold.
What you can sync between Chorusai 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.
| Chorusai objects | Starburst Enterprise objects | How this pairing syncs | |
|---|---|---|---|
| Deals CRM opportunity context attached to a conversation (account, deal, owner); read to attribute call activity to open pipeline. | Tables Queryable relations; writes pass through to sources whose connectors support them. | Deals is specific to Chorusai and Tables to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Scorecards Call QA and coaching assessments with reviewer, recipient, and scores; read and exported for rep-performance reporting. | Views Engine-level SQL views used to shape federated data before syncing it out. | Scorecards is specific to Chorusai and Views to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Moments Timestamped highlight clips from a conversation; created via the API to capture key call snippets. | Materialized views Precomputed results that make repeated sync reads cheaper. | Moments is specific to Chorusai and Materialized views to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Playlists Curated collections of Moments and Recordings; created and managed to share coaching examples across teams. | Columns Typed per the Trino type system, mapped from each source's native types. | Playlists is specific to Chorusai and Columns to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Engagements Meetings and dialer calls, the core record; filterable by date_time, participants, and processing_state, and polled incrementally to read conversation activity out. | Catalogs Each catalog maps to a connector (Iceberg, Hive, PostgreSQL, and others) exposing an external source. | Engagements is specific to Chorusai and Catalogs to Starburst Enterprise — each maps to any object or custom field on the other side. | |
| Recordings (Conversations) The recorded call with utterances, transcript, thumbnails, and metrics; read for analysis and uploaded or deleted through the API. | Schemas Namespaces within a catalog, mirroring the underlying source's databases or schemas. | Recordings (Conversations) is specific to Chorusai and Schemas to Starburst Enterprise — each maps to any object or custom field on the other side. |
How changes propagate between Chorusai 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.
Chorusai Starburst Enterprise Interval-based propagation
DetectionStacksync polls Chorusai for changes on an incremental schedule, reading only records changed since the previous pass. Polling the engagements endpoint on date_time and processing_state.
DeliveryEach detected change is applied to Starburst Enterprise as a row-level write, with types converted between the two schemas.
Starburst Enterprise Chorusai 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 Chorusai through its API, with automatic retries and rate-limit backoff.
Rate-limit considerations
- Chorusai: Rate limits are not publicly documented; recording upload and analysis are asynchronous, so transcripts and trackers appear only after processing_state completes.
- Starburst Enterprise: Throughput is governed by cluster sizing and resource groups rather than API quotas.
What ships with Chorusai ⇄ Starburst Enterprise
Connect Chorusai and Starburst Enterprise for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Chorusai–Starburst Enterprise connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever Chorusai 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 Chorusai or Starburst Enterprise record.
Observability
Monitoring
Track your Chorusai ⇄ 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 Chorusai and Starburst Enterprise.
How the Chorusai and Starburst Enterprise connectors work
Chorusai
- Integration surface
- REST API (api-docs.chorus.ai)
- Authentication
- Per-user API token generated in Chorus Personal Settings, sent in the Authorization request header
- Change detection
- Polling the engagements endpoint on date_time and processing_state; no public change webhooks or CDC
- Capabilities
- read · write
- Rate limits
- Rate limits are not publicly documented; recording upload and analysis are asynchronous, so transcripts and trackers appear only after processing_state completes
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 Chorusai 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 Chorusai 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.
Chorusai
connected
Starburst Enterprise
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the Chorusai 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 · Chorusai ⇄ 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.
Chorusai Starburst EnterpriseCompany company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
Chorusai and Starburst Enterprise integration FAQ
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Yes. Stacksync provides a managed, real-time two-way integration between Chorusai and Starburst Enterprise: authenticate both systems, choose the objects to sync (such as Chorusai's Deals and Scorecards), map fields visually, and changes propagate both ways in milliseconds — no code required.
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Yes — Stacksync ships production-grade connectors for both Chorusai and Starburst Enterprise. 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 Chorusai: Polling the engagements endpoint on date_time and processing_state; no public change webhooks or CDC. On Starburst Enterprise: Query-based polling; Starburst is a query engine and exposes no change log of its own. Each detected change propagates to the other side in milliseconds, with field-level conflict resolution and an inspectable event log.
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On the Chorusai side: Engagements, Recordings (Conversations), Users, Trackers, plus custom fields where Chorusai exposes them. On the Starburst Enterprise side: Columns, Catalogs, Schemas, Tables. 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.
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Common patterns for Chorusai and Starburst Enterprise: CRM analytics on live data; Scores and segments back on the record; A single customer view. Accounts, contacts, and activity from Chorusai are queryable in Starburst Enterprise moments after they change, so dashboards stop lagging the reality they describe.
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
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:
Related integrations
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Popular · 6 of 457
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Chorusai ⇄ ClickHouse -
Chorusai ⇄ Cloudera Data Platform -
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Starburst Enterprise ⇄ Close -
Starburst Enterprise ⇄ Copper CRM
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