Day 6 – Visual Field Highlighting & Trust Indicators #LaravelGPT #AIValidation #SmartDocs #DocumentAudit #UXDesign #LaravelAI


Today we’ll enhance the user interface by visually highlighting flagged fields and adding trust indicators like “✅ Validated”, “⚠️ Review Needed”, or “🚨 Action Required” based on GPT validation notes.


🎯 Goal

Make validation results immediately visible by color-coding field statuses and showing an overall document health badge.


🧩 Step 1: Add a validation_status Column

php artisan make:migration add_validation_status_to_documents_table

In the migration:

public function up()
{
    Schema::table('documents', function (Blueprint $table) {
        $table->string('validation_status')->default('pending'); // pending, validated, warning, error
    });
}

Run the migration:

php artisan migrate

🤖 Step 2: Update Validation to Set Status

In your DocumentAnalysisService or controller:

$status = 'validated';

if (str_contains($notes, 'missing') || str_contains($notes, 'inconsistenc')) {
    $status = 'warning';
}

if (str_contains($notes, 'risky') || str_contains($notes, 'termination')) {
    $status = 'error';
}

$document->update([
    'validation_notes' => $notes,
    'validation_status' => $status,
]);

🎨 Step 3: Add Trust Indicator to View

In show.blade.php or a component:

@php
    $badgeClass = match($document->validation_status) {
        'validated' => 'bg-green-200 text-green-800',
        'warning' => 'bg-yellow-200 text-yellow-800',
        'error' => 'bg-red-200 text-red-800',
        default => 'bg-gray-200 text-gray-800',
    };
@endphp

<span class="px-2 py-1 rounded {{ $badgeClass }}">
    {{ ucfirst($document->validation_status) }}
</span>

✏️ Step 4: Highlight Individual Fields

In the extracted fields section:

@foreach(json_decode($document->extracted_fields, true) as $key => $value)
    <div class="mb-2">
        <label>{{ ucfirst(str_replace('_', ' ', $key)) }}:</label>
        <input 
            type="text" 
            name="fields[{{ $key }}]" 
            value="{{ $value }}"
            class="form-input 
                @if(str_contains($document->validation_notes, $key))
                    border-red-500 bg-red-50
                @elseif($document->validation_status === 'validated')
                    border-green-500 bg-green-50
                @endif
            "
        >
    </div>
@endforeach

✅ Summary

✅ Today you:

  • Stored a validation status for each document
  • Set dynamic badge indicators based on AI feedback
  • Visually flagged risky fields for better UX
See also  Day 7 – Improving GPT Recommendations Using Click Feedback #LaravelGPT #AIRecommendations #FeedbackLoop #Personalization #OpenAI #LaravelAI

✅ Up next (Day 7): We’ll enable corrections and re-validation, allowing users to edit fields and send the updated content back to GPT for confirmation.

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