Real-time
Real-time sync
Changes in Azure OpenAI or Gorgias instantly reflect in both systems. No stale data, no manual imports.
AI ⇄ CRM
Azure OpenAI to Gorgias integration — real-time data sync
Keep Azure OpenAI and Gorgias 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 Azure OpenAI and Gorgias
Flow Azure OpenAI data into Gorgias in real time — no exports, no schedulers, no custom scripts.
Azure OpenAI is a read-only source: Stacksync reads its data in real time and delivers it into Gorgias, so Gorgias always reflects the current state of Azure OpenAI — without exports, scripts, or schedulers.
Azure OpenAI turns data into something a revenue team can act on: scores, classifications, summaries, and embeddings. But the customers those results describe live in Gorgias, where reps and marketers actually work. Intelligence that stays inside Azure OpenAI rarely reaches the record where a decision gets made, and Azure OpenAI is only as sharp as the data it sees, which is also held in Gorgias.
Because the mapping is field-level, you choose exactly which attributes cross and in which direction, so Gorgias stays the record of the customer while Azure OpenAI stays where the computation happens.
Common use cases
- 01 Poll Batch jobs into an operational database and fire the next pipeline step when a job's status turns to completed.
- 02 Pull per-deployment TPM/RPM usage into a warehouse for FinOps chargeback and quota-exhaustion alerting.
- 03 Sync ticket tags and CSAT results to analytics tools for support quality reporting.
- 04 Keep customer records consistent between Gorgias and marketing platforms so support interactions inform campaigns.
Common sync patterns
Where Azure OpenAI scores or ranks records: results on the CRM record
Lead scores, fit ratings, or priority computed in Azure OpenAI land as fields on the matching contact or account in Gorgias, so reps sort and act on them without leaving the CRM.
Where Azure OpenAI classifies or tags: labels sync onto the record
Categories, sentiment, or intent produced in Azure OpenAI attach to the right contact, account, or deal in Gorgias, keeping segmentation current as new data arrives.
Where Azure OpenAI indexes records for retrieval: Gorgias keeps it fresh
Contacts, accounts, and notes from Gorgias sync into Azure OpenAI as they change, so embeddings or search stay aligned with the live CRM instead of a stale export.
What you can sync between Azure OpenAI and Gorgias
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.
| Azure OpenAI objects | Gorgias objects | How this pairing syncs | |
|---|---|---|---|
| Usage and quota Per-deployment TPM/RPM consumption and remaining quota, read from usage endpoints and Azure Monitor for cost and throttling reporting. | Customers Unified shopper profiles that merge identities across connected stores. | Usage and quota is specific to Azure OpenAI and Customers to Gorgias — each maps to any object or custom field on the other side. | |
| Assistants Persistent assistants (preview) with instructions, tools, and linked files; read as configuration inventory, not authored via sync. | Users (agents) Support staff records used for assignment and workload reporting. | Assistants is specific to Azure OpenAI and Users (agents) to Gorgias — each maps to any object or custom field on the other side. | |
| Vector stores File collections (preview) backing file-search retrieval; read as metadata such as name, file counts, and status. | Tags Categorize tickets for routing and downstream analytics. | Vector stores is specific to Azure OpenAI and Tags to Gorgias — each maps to any object or custom field on the other side. | |
| Deployments Named model deployments (model, version, SKU, assigned TPM capacity) read as a control-plane inventory via Azure Resource Manager; read-only in sync. | Satisfaction surveys CSAT responses synced out for support quality reporting. | Deployments is specific to Azure OpenAI and Satisfaction surveys to Gorgias — each maps to any object or custom field on the other side. | |
| Models Catalog of base and fine-tunable models available per region; read-only reference data used to resolve deployment and fine-tuning targets. | Events Activity records useful for auditing what happened on a ticket. | Models is specific to Azure OpenAI and Events to Gorgias — each maps to any object or custom field on the other side. | |
| Fine-tuning jobs Training jobs with status, base model, hyperparameters, and result files; status is polled from queued through succeeded or failed. | Custom fields Extend tickets with brand-specific attributes. | Fine-tuning jobs is specific to Azure OpenAI and Custom fields to Gorgias — each maps to any object or custom field on the other side. |
How changes propagate between Azure OpenAI and Gorgias
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.
Azure OpenAI Gorgias Interval-based propagation
DetectionStacksync polls Azure OpenAI for changes on an incremental schedule, reading only records changed since the previous pass. Polling: list endpoints plus GET on job IDs for status.
DeliveryEach detected change is written to Gorgias through its API, with automatic retries and rate-limit backoff.
Gorgias Azure OpenAI Sub-second propagation
DetectionGorgias notifies Stacksync of record changes through webhook events. Webhooks for ticket and message events, supplemented by polling with updated-at cursors.
DeliveryAzure OpenAI does not accept inbound record writes, so this direction carries requests rather than records: Azure OpenAI's output flows back as field updates on the originating Gorgias records.
Rate-limit considerations
- Azure OpenAI: Per-deployment TPM and RPM limits (about 6 RPM per 1000 TPM), scoped by region and subscription; control-plane ARM calls throttle separately.
- Gorgias: Subject to the platform's API rate limits, which vary by plan.
What ships with Azure OpenAI ⇄ Gorgias
Connect Azure OpenAI and Gorgias for flexible, real-time data sync.
Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Azure OpenAI–Gorgias connection.
No-code + pro-code
Workflow automation
Trigger automated workflows whenever Azure OpenAI or Gorgias 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 Azure OpenAI or Gorgias record.
Observability
Monitoring
Track your Azure OpenAI ⇄ Gorgias sync health, view errors, and replay failed events in one click.
Trading partners
EDI
Transform legacy EDI complexity into simple database interactions between Azure OpenAI and Gorgias.
How the Azure OpenAI and Gorgias connectors work
Azure OpenAI
- Integration surface
- REST data-plane (inference + authoring) and Azure Resource Manager control-plane
- Authentication
- API key in the api-key header, or a Microsoft Entra ID bearer token / managed identity
- Change detection
- Polling: list endpoints plus GET on job IDs for status; no webhooks or change feed. Fine-tuning and batch jobs expose queued/running/succeeded states.
- Capabilities
- read
- Rate limits
- Per-deployment TPM and RPM limits (about 6 RPM per 1000 TPM), scoped by region and subscription; control-plane ARM calls throttle separately.
Gorgias
- Integration surface
- REST API
- Authentication
- API key paired with the account email over HTTP Basic auth; OAuth 2.0 for public apps
- Change detection
- Webhooks for ticket and message events, supplemented by polling with updated-at cursors
- Capabilities
- read · write · webhooks
- Rate limits
- Subject to the platform's API rate limits, which vary by plan.
How it works
How to connect Azure OpenAI to Gorgias — 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 Azure OpenAI and Gorgias with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.
Azure OpenAI
connected
Gorgias
connected
OAuth 2.0SSH tunnelSSL certificateVPC peering - 02
Choose tables
Pick the Azure OpenAI and Gorgias 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 · Azure OpenAI ⇄ GorgiasCustomers 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.
Azure OpenAI GorgiasCompany company_name textEmail email textAmount amount numericCreated created_at timestamp
FAQ
Azure OpenAI and Gorgias integration FAQ
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Yes. Stacksync provides a managed, real-time integration between Azure OpenAI and Gorgias — Azure OpenAI is a read-only source, so data flows from it into the other system: authenticate both systems, choose the objects to sync, map fields visually, and changes propagate in milliseconds — no code required.
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Stacksync pricing is usage-based and starts at $1,000/month, including the managed Azure OpenAI and Gorgias connectors, real-time two-way sync, monitoring, and support. That replaces building and maintaining a custom Azure OpenAI–Gorgias integration in-house.
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Yes — Stacksync ships production-grade connectors for both Azure OpenAI and Gorgias. 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 Azure OpenAI: Polling: list endpoints plus GET on job IDs for status; no webhooks or change feed. Fine-tuning and batch jobs expose queued/running/succeeded states. On Gorgias: Webhooks for ticket and message events, supplemented by polling with updated-at cursors. 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 Azure OpenAI side: Assistants, Vector stores, Deployments, Models, plus custom fields where Azure OpenAI exposes them. On the Gorgias side: Satisfaction surveys, Events, Custom fields, Tickets. Stacksync auto-detects both schemas and converts types between the two systems.
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Azure OpenAI is a read-only source, so this integration runs one-way: Stacksync reads from Azure OpenAI in real time and delivers into Gorgias. Field mapping and monitoring work the same as for two-way pairs.
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.
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→ 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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