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Overview

Expert Feedback helps you efficiently collect and utilize domain expert insights to improve your AI applications. Turn valuable expert knowledge into actionable improvements with structured feedback workflows.

Smart Distribution

Route outputs to the right experts and manage review workflows efficiently

Flexible Collection

Capture rich, structured feedback through our tool or integrate with your existing systems

Centralized Insights

Store all feedback in one place and transform it into actionable improvements

Custom Integration

Adapt to your workflow with API access and flexible integration options

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Key Features

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Smart Job Distribution

Efficiently manage your expert review process:

  • Intelligently triage outputs needing expert review
  • Route cases to appropriate domain experts
  • Track review status and progress
  • Manage workload across your expert team

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Feedback Collection Methods

Multiple ways to gather expert insights:

Built-in Annotation Tool

  • Purpose-built interface for structured feedback
  • Rich annotation capabilities
  • Detailed comments and evaluations
  • Quality metrics tracking

External Integration

  • API integration with your existing tools
  • CSV data import/export
  • Support for multiple feedback sources
  • Custom feedback form creation

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Actionable Insights

Transform feedback into improvements:

  • Centralized Storage

  • All feedback in one searchable location

  • Historical tracking and versioning

  • Pattern analysis and trending

  • Export capabilities

  • Automated Learning

  • Train custom evaluator models

  • Create new evaluation criteria

  • Generate test cases from feedback

  • Improve prompt engineering

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Getting Started

1

Configure Feedback Collection

Choose between built-in tools or integrate with your existing systems

2

Set Up Review Process

Define workflow for distributing outputs to experts

3

Capture Feedback

Begin collecting structured feedback from your experts

4

Analyze & Improve

Use insights to automatically enhance your AI application

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Use Cases

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Clinical Documentation Review

  • Route generated notes to appropriate specialists
  • Capture detailed medical accuracy feedback
  • Train evaluators based on expert preferences
  • Identify patterns for prompt improvements

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Financial Analysis

  • Distribute analyses to domain experts
  • Collect compliance-related feedback
  • Create specialized evaluation criteria
  • Improve accuracy and reliability
  • Send documents to legal experts
  • Gather compliance feedback
  • Build custom evaluation frameworks
  • Enhance document generation quality
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