DISHA AI Index

Overall AI integration score across all platform capabilities

• ✓Multi-model AI orchestration (GPT-4o, Gemini, Claude)
• ✓AI Mentor with voice chat & TTS
• ✓AI-powered counsellor matching
• ✓Real-time AI recommendations engine
• ✓AI resume analyser & career fit scoring

Depth and sophistication of AI models deployed in production

• ✓GPT-4o for conversational AI mentor
• ✓Whisper for speech-to-text transcription
• ✓TTS for voice responses
• ✓AI-powered OCR document processing
• ✓Structured AI outputs with JSON schemas

Transparency, open standards, and interoperability of AI systems

• ✓OpenAI-compatible API routes
• ✓Public AI capabilities manifest
• ✓llms.txt for AI agent discoverability
• ✓Structured data (JSON-LD) on all pages
• ✓Open plugin manifest for AI agents

Platform readiness for autonomous AI agents and automation

• ✓REST API endpoints for all AI features
• ✓OpenAI plugin manifest at /.well-known/ai-plugin.json
• ✓llms.txt with full capability index
• ✓Structured sitemap for AI crawlers
• ✓Webhook-ready notification system

How well AI features are surfaced and discoverable to users and agents

• ✓AI features prominently in navigation
• ✓Dedicated /ai-index page
• ✓AI capabilities in meta tags & structured data
• ✓AI status widget on homepage
• ✓AI feature highlights section