> ## 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.

# Code Interpreter

> Connect DialNexa calls to Code Interpreter for ticket, conversation, customer issue, SLA risk, product feedback item, or support escalation workflows.

CodeInterpreter extends Python-based coding environments with integrated data analysis, enabling developers to run scripts, visualize results, and prototype solutions inside supported platforms.

<Note>
  Use Code Interpreter with DialNexa when a caller needs help, escalation, callback, product triage, or a status update that support teams must own.
</Note>

## Where Code Interpreter fits in a DialNexa workflow

Code Interpreter should receive DialNexa output when the conversation affects a ticket, conversation, customer issue, SLA risk, product feedback item, or support escalation. 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="Escalate VIP or angry callers" icon="check-circle">
    Flag sentiment, account value, SLA risk, repeat contact, and cancellation language.
  </Card>

  <Card title="Capture product feedback" icon="check-circle">
    Separate bugs, feature requests, usability confusion, and missing documentation.
  </Card>

  <Card title="Close the loop" icon="check-circle">
    Trigger callbacks, status updates, or support replies with the exact promise made during the call.
  </Card>

  <Card title="Avoid repeat questions" icon="check-circle">
    Send the questions DialNexa already asked so agents do not restart discovery.
  </Card>

  <Card title="Create actionable tickets" icon="check-circle">
    Include the issue, affected product, customer expectation, what DialNexa already asked, and next owner.
  </Card>
</CardGroup>

## What DialNexa should capture for Code Interpreter

* Customer name, account, email, phone, plan, support ID, ticket ID, and owner
* Issue summary, product area, urgency, sentiment, SLA risk, and expected resolution
* Tags such as bug, refund, cancellation risk, VIP, repeat contact, angry customer, or callback needed
* Transcript link, recording link, DialNexa call ID, CRM link, order link, and conversation link
* Duplicate ticket check, escalation owner, due date, and customer-visible next step

## High-value Code Interpreter workflows

<AccordionGroup>
  <Accordion title="Caller reports a product bug">
    DialNexa should write the symptom, expected behavior, actual behavior, affected area, business impact, and evidence links into Code Interpreter. A teammate should be able to triage the issue without replaying the call.
  </Accordion>

  <Accordion title="Support needs a callback task after no answer">
    DialNexa should capture the preferred time, timezone, owner, promise made, and contact channel before updating Code Interpreter. The receiving team should see exactly why the follow-up exists and what the caller expects next.
  </Accordion>

  <Accordion title="Customer asks for refund or billing help">
    Use Code Interpreter to keep the money-related context precise: reference number, amount if mentioned, customer claim, policy or approval need, and the safe follow-up path. Do not put private payment details into broad-access notes.
  </Accordion>

  <Accordion title="Repeated issue should become product feedback">
    DialNexa should write the symptom, expected behavior, actual behavior, affected area, business impact, and evidence links into Code Interpreter. A teammate should be able to triage the issue without replaying the call.
  </Accordion>

  <Accordion title="Angry caller needs manager review">
    For this scenario, DialNexa should treat Code Interpreter as an escalation destination. Send the impact, urgency, affected customer or object, owner, and transcript link so the right team can act before the issue gets colder.
  </Accordion>

  <Accordion title="Customer calls about an unresolved ticket">
    For this workflow, DialNexa should send Code Interpreter 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="Use create sandbox">
    Use create sandbox only when DialNexa has a matched caller, a clear destination object, and enough call context to justify opening a new support record. If the caller is unclear, route to review instead of creating noise.
  </Accordion>

  <Accordion title="Use upload file">
    Use upload file when the call depends on a document, image, transcript, receipt, contract, recording, or attachment. Include why the file matters and where it should live.
  </Accordion>
</AccordionGroup>

## Workflows that pair Code Interpreter with other integrations

* [Code Interpreter](/integrations/codeinterpreter) + [Intercom](/integrations/intercom): Intercom for conversation history.
* [Code Interpreter](/integrations/codeinterpreter) + [Google Sheets](/integrations/googlesheets): Google Sheets for reviewing unresolved callbacks.
* [Code Interpreter](/integrations/codeinterpreter) + [Gmail](/integrations/gmail): Gmail for customer-facing follow-up.
* [Code Interpreter](/integrations/codeinterpreter) + [HubSpot](/integrations/hubspot): HubSpot for account value and renewal context.
* [Code Interpreter](/integrations/codeinterpreter) + [Slack](/integrations/slack): Slack for urgent support escalation.
* [Code Interpreter](/integrations/codeinterpreter) + [Jira](/integrations/jira): Jira for product bugs from calls.
* [Code Interpreter](/integrations/codeinterpreter) + [Google Docs](/integrations/googledocs): Google Docs for incident and QA notes.

## Implementation notes

* Use the DialNexa call ID as the idempotency key before running Code Interpreter actions.
* Write a short operational summary into Code Interpreter 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 angry customers be routed?">
    Tag sentiment, repeat contact, account value, cancellation language, and SLA risk, then notify the escalation owner.
  </Accordion>

  <Accordion title="How do callbacks get tracked?">
    Create a callback task with phone number, preferred time, timezone, owner, attempt count, and the reason for the callback.
  </Accordion>

  <Accordion title="How are duplicate tickets avoided?">
    Search open tickets and recent conversations by customer, phone, email, and issue category before creating anything new.
  </Accordion>

  <Accordion title="What should stay internal?">
    Private account details, agent-only notes, escalation reasoning, and full transcripts should stay internal unless approved for customer messaging.
  </Accordion>

  <Accordion title="How should product feedback be captured?">
    Separate feature request, bug, confusion, missing documentation, and churn risk so product teams can use the signal.
  </Accordion>

  <Accordion title="Should every support call create a ticket?">
    No. Create or update a ticket when the caller needs follow-up, SLA tracking, evidence, escalation, or customer-visible ownership.
  </Accordion>

  <Accordion title="What makes a support handoff useful?">
    Issue, affected product, customer expectation, what DialNexa already checked, urgency, owner, next step, and transcript link.
  </Accordion>

  <Accordion title="When should a call become a product bug?">
    When the caller provides reproducible behavior, expected result, actual result, affected product area, and business impact.
  </Accordion>
</AccordionGroup>