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Knowledge gap detection

Support ops & back office

Batch of call recordings → transcribe, find where documented knowledge diverges from what agents actually said, propose the articles that close the gap.

Volume
50+ recordings per batch, on a schedule
Systems
recordings knowledge base View all 36

How the workflow runs

  1. Batch of call recordings

    Trigger

    Whatever your team actually said to customers this week.

  2. Transcribe

    </>

    Turn the calls into text the workflow can compare against your corpus.

  3. Find the divergence

    Logic

    Locate where documented knowledge and real answers have drifted apart.

    Gap detection agent
  4. Propose the articles

    Draft the specific pages that would close each gap.

Also works with

CRM, data & ops

  • Salesforce
  • Gainsight
  • Slack
  • Microsoft Teams
  • Jira
  • Asana
  • Linear
  • Airtable
  • Segment
  • Snowflake
  • Twilio
  • Shopify

Knowledge & content

  • Confluence
  • SharePoint
  • Google Drive
  • Notion
  • Guru
  • Document360
  • Contentful

Ticketing & support

  • Zendesk
  • Freshdesk
  • Intercom
  • Salesforce Service Cloud
  • HubSpot
  • Front
  • Gorgias
  • Help Scout
  • Kustomer
  • Gladly
  • Zoho Desk
  • Dixa
  • Re:amaze
  • ServiceNow
  • Jira Service Management

Or anything else you run. If it has a REST or GraphQL API, an MCP server, or a database we can reach, the workflow runs against it — however many systems one job needs.

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