Integrations

Your helpdesk. Your workflows. Queryvine fits in.

API-first — if your helpdesk has a webhook, Queryvine connects in under a day. Native integrations take under 30 minutes.

ZD
Zendesk
Native
Setup: ~8 minutes

Full native integration — API key + subdomain. Ticket ingestion, auto-reply, and escalation routing without webhook configuration.

IC
Intercom
Native
Setup: ~10 minutes

Conversation-level integration. Queryvine reads incoming conversations, resolves or tags for routing, and writes context card notes inline.

FD
Freshdesk
Native
Setup: ~12 minutes

Native API integration. Supports Freshdesk tickets and Freshdesk Messaging (formerly Freshchat) side-by-side.

SF
Salesforce Service Cloud
Webhook
Setup: ~25 minutes

Webhook-based integration. Case trigger fires Queryvine pipeline; resolution or escalation writes back to the Case record as an Activity.

HS
HubSpot Service Hub
Webhook
Setup: ~20 minutes

HubSpot workflow trigger → Queryvine pipeline. Context card written back as ticket note. Requires HubSpot Professional or higher.

FR
Front
Webhook
Setup: ~18 minutes

Front rule trigger → Queryvine pipeline. Resolved conversations are replied to via Front. Escalations create internal Front comments with context card.

GG
Gorgias
Webhook
Setup: ~20 minutes

Gorgias HTTP integration → Queryvine. Strong fit for e-commerce operations teams already using Gorgias for Shopify order queries.

KU
Kustomer
Webhook
Setup: ~22 minutes

Kustomer workflow hook → Queryvine. Conversation context objects enriched with Queryvine resolution data. Escalation routing via Kustomer queues.

API
API / Custom Webhook
Custom
Setup: varies

Any helpdesk with a webhook can connect. Send ticket payload to Queryvine REST endpoint; receive resolution or context card payload in response.

API Reference

API-first if you need it

REST endpoints for ticket ingestion, resolution status polling, and escalation webhooks. If your helpdesk isn't on the list, you can still connect via API in a day.

POST /v1/tickets — Response JSON
{
  "ticket_id": "TK-40821",
  "status": "escalated",
  "language_detected": "ar",
  "intent_class": "billing.refund_status",
  "confidence": 0.72,
  "context_card": {
    "customer_intent": "Refund not received after 5 days",
    "proposed_resolution": "Verify payment gateway status",
    "language_pair": "ar → en",
    "recommended_team": "billing-tier-2"
  },
  "processing_ms": 3840
}

POST /v1/tickets

Ingest a ticket for processing. Returns ticket ID, detected language, intent class, confidence score, and resolution or context card.

GET /v1/tickets/{id}/status

Poll the resolution state for a specific ticket. Returns current status, confidence, and escalation metadata if applicable.

Escalation Webhooks

Queryvine pushes escalation events to your configured endpoint. HMAC-SHA256 signed payloads — verify authenticity before processing.

Not seeing your helpdesk?

We build integrations in order of customer demand. If your helpdesk supports webhooks, the REST API path works now. Tell us which native integration would save you setup time.