> ## Documentation Index
> Fetch the complete documentation index at: https://dialnexa.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Google Cloud Vision

> Connect DialNexa calls to Google Cloud Vision for record, request, case, lookup, approval, workflow run, or operational task workflows.

Google Cloud Vision API enables developers to integrate vision detection features into applications, including image labeling, face and landmark detection, optical character recognition (OCR), and explicit content tagging.

<Note>
  Use Google Cloud Vision with DialNexa when the call creates a specialized follow-up that needs owner, urgency, and clear operational context.
</Note>

## Where Google Cloud Vision fits in a DialNexa workflow

Google Cloud Vision should receive DialNexa output when the conversation affects a record, request, case, lookup, approval, workflow run, or operational task. The handoff should explain what the caller asked for, what DialNexa learned, which record or object is affected, and who owns the next step.

<CardGroup cols={2}>
  <Card title="Create structured handoffs" icon="check-circle">
    Capture caller identity, request, affected object, owner, urgency, and decision needed.
  </Card>

  <Card title="Route niche requests" icon="check-circle">
    Send specialized calls to the person who knows the system, product, policy, or customer context.
  </Card>

  <Card title="Build review queues" icon="check-circle">
    Hold unclear, sensitive, high-value, or low-confidence cases for human review.
  </Card>

  <Card title="Measure recurring issues" icon="check-circle">
    Tag repeated call reasons so operations can see where customers keep getting stuck.
  </Card>
</CardGroup>

## What DialNexa should capture for Google Cloud Vision

* Caller identity, account, source, owner, category, urgency, and related object ID
* Call summary, requested outcome, missing information, blocker, and promised next step
* Status, priority, deadline, approval requirement, duplicate key, and review reason
* Transcript link, recording link, DialNexa call ID, CRM link, ticket link, and file links
* Sensitive-data flag and routing note for human review

## High-value Google Cloud Vision workflows

<AccordionGroup>
  <Accordion title="Caller creates an operational request">
    For this workflow, DialNexa should send Google Cloud Vision a concise, action-ready handoff: matched caller, affected record, reason for the update, urgency, owner, next step, and links to call evidence.
  </Accordion>

  <Accordion title="Specialist review is required">
    For this workflow, DialNexa should send Google Cloud Vision a concise, action-ready handoff: matched caller, affected record, reason for the update, urgency, owner, next step, and links to call evidence.
  </Accordion>

  <Accordion title="Missing information blocks progress">
    DialNexa should attach the relevant file or visual evidence, summarize what the caller says it proves, and mark the review owner in Google Cloud Vision. Sensitive files should stay behind restricted links.
  </Accordion>

  <Accordion title="Approval is needed before action">
    For this workflow, DialNexa should send Google Cloud Vision a concise, action-ready handoff: matched caller, affected record, reason for the update, urgency, owner, next step, and links to call evidence.
  </Accordion>

  <Accordion title="Recurring issue should be categorized">
    DialNexa should write the symptom, expected behavior, actual behavior, affected area, business impact, and evidence links into Google Cloud Vision. A teammate should be able to triage the issue without replaying the call.
  </Accordion>

  <Accordion title="Use create referenceimage">
    Use create referenceimage only when DialNexa has a matched caller, a clear destination object, and enough call context to justify opening a new operational record. If the caller is unclear, route to review instead of creating noise.
  </Accordion>

  <Accordion title="Use update product">
    Use update product when the caller changes a field, status, owner, date, priority, note, consent choice, or next step on an existing Google Cloud Vision record. Include the old value, new value, and reason from the call.
  </Accordion>
</AccordionGroup>

## Workflows that pair Google Cloud Vision with other integrations

* [Google Cloud Vision](/integrations/google_cloud_vision) + [Slack](/integrations/slack): Slack for owner alerts.
* [Google Cloud Vision](/integrations/google_cloud_vision) + [Google Sheets](/integrations/googlesheets): Google Sheets for review queues.
* [Google Cloud Vision](/integrations/google_cloud_vision) + [Zendesk](/integrations/zendesk): Zendesk for support follow-up.
* [Google Cloud Vision](/integrations/google_cloud_vision) + [Google Docs](/integrations/googledocs): Google Docs for operational briefs.
* [Google Cloud Vision](/integrations/google_cloud_vision) + [Gmail](/integrations/gmail): Gmail for approved customer follow-up.
* [Google Cloud Vision](/integrations/google_cloud_vision) + [Google Calendar](/integrations/googlecalendar): Google Calendar for scheduled callbacks.

## Implementation notes

* Use the DialNexa call ID as the idempotency key before running Google Cloud Vision actions.
* Write a short operational summary into Google Cloud Vision and link to the full transcript or recording for audit.
* Map required fields before launch: destination object, owner, status, urgency, next step, and record URL.
* Create review paths for low-confidence matches, sensitive requests, high-value customers, and actions that change money, access, legal terms, or customer commitments.

## FAQs

<AccordionGroup>
  <Accordion title="How should completed work close the loop?">
    Update the task, notify the owner, and trigger the customer-facing follow-up that was promised on the call.
  </Accordion>

  <Accordion title="Should DialNexa create tasks automatically?">
    Yes when owner, outcome, and due date are clear. Use review for vague, sensitive, or high-value commitments.
  </Accordion>

  <Accordion title="What makes a task actionable?">
    A clear title, customer context, acceptance criteria, owner, deadline, evidence links, and next step.
  </Accordion>

  <Accordion title="How should promises be tracked?">
    Capture who promised what, to whom, by when, and where the customer should get the update.
  </Accordion>

  <Accordion title="When should a call become a project brief?">
    When the conversation includes background, constraints, files, decisions, and multiple follow-up steps.
  </Accordion>

  <Accordion title="How do teams avoid task spam?">
    Create tasks only for actionable work. Tag informational calls and resolved questions without opening work items.
  </Accordion>

  <Accordion title="What should be linked?">
    Transcript, recording, CRM account, support ticket, files, calendar event, and downstream task URL.
  </Accordion>

  <Accordion title="When should managers be notified?">
    Notify managers for blocked work, VIP customers, missed commitments, urgent deadlines, or repeated operational issues.
  </Accordion>
</AccordionGroup>