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QA'ing AI support ticket responses

Agents

Internal agent

Categories

Generating reports

Executing actions in tools

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Description

QA'ing your AI agent manually is slow and inconsistent - you need to read through multi-reply tickets, spot where customers indicated the AI got something wrong, and figure out what caused the issue. Without regular QA, bad responses slip through and erode customer trust.

You can use the Parahelp Internal agent to run QA reviews by asking it to analyze tickets where customers signaled dissatisfaction.

The Parahelp Internal agent automatically researches multi-reply tickets, identifies signals of poor responses (explicit complaints, confusion, corrections), analyzes the root cause, and recommends specific fixes - so you can continuously improve your AI agent's quality.

Example

Configuration

Tools

Research support tickets

Parahelp

Deep research support tickets.

Search memory

Parahelp

Search through memory files for specific keywords.

Simulation

  1. Team action: Slack - Submit query ("@Parahelp run AI QA review for the past 2 days")

  2. Agent action: Parahelp - Researched support tickets ("AI multi-reply tickets" - 156 results)

  3. Agent action: Parahelp - Read support tickets (23 tickets with negative signals)

  4. Agent action: Parahelp - Searched memory (related procedures)

  5. Agent action: Parahelp - Send status message ("AI QA Report: Found 5 tickets with quality issues. 2 tickets: Outdated UI instructions. 1 ticket: Incorrect refund policy cited. 2 tickets: Misunderstood customer intent. Recommended fixes: Update 'Settings navigation' memory file...")

Example

Configuration

Tools

Research support tickets

Parahelp

Deep research support tickets.

Search memory

Parahelp

Search through memory files for specific keywords.

Simulation

  1. Team action: Slack - Submit query ("@Parahelp run AI QA review for the past 2 days")

  2. Agent action: Parahelp - Researched support tickets ("AI multi-reply tickets" - 156 results)

  3. Agent action: Parahelp - Read support tickets (23 tickets with negative signals)

  4. Agent action: Parahelp - Searched memory (related procedures)

  5. Agent action: Parahelp - Send status message ("AI QA Report: Found 5 tickets with quality issues. 2 tickets: Outdated UI instructions. 1 ticket: Incorrect refund policy cited. 2 tickets: Misunderstood customer intent. Recommended fixes: Update 'Settings navigation' memory file...")

Example

Configuration

Tools

Research support tickets

Parahelp

Deep research support tickets.

Search memory

Parahelp

Search through memory files for specific keywords.

Simulation

  1. Team action: Slack - Submit query ("@Parahelp run AI QA review for the past 2 days")

  2. Agent action: Parahelp - Researched support tickets ("AI multi-reply tickets" - 156 results)

  3. Agent action: Parahelp - Read support tickets (23 tickets with negative signals)

  4. Agent action: Parahelp - Searched memory (related procedures)

  5. Agent action: Parahelp - Send status message ("AI QA Report: Found 5 tickets with quality issues. 2 tickets: Outdated UI instructions. 1 ticket: Incorrect refund policy cited. 2 tickets: Misunderstood customer intent. Recommended fixes: Update 'Settings navigation' memory file...")

Example

Configuration

Tools

Research support tickets

Parahelp

Deep research support tickets.

Search memory

Parahelp

Search through memory files for specific keywords.

Simulation

  1. Team action: Slack - Submit query ("@Parahelp run AI QA review for the past 2 days")

  2. Agent action: Parahelp - Researched support tickets ("AI multi-reply tickets" - 156 results)

  3. Agent action: Parahelp - Read support tickets (23 tickets with negative signals)

  4. Agent action: Parahelp - Searched memory (related procedures)

  5. Agent action: Parahelp - Send status message ("AI QA Report: Found 5 tickets with quality issues. 2 tickets: Outdated UI instructions. 1 ticket: Incorrect refund policy cited. 2 tickets: Misunderstood customer intent. Recommended fixes: Update 'Settings navigation' memory file...")

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