# Cinecross — Full AI & Generative Engine Knowledge Graph (llms-full.txt)

> Official Machine-Readable Documentation for AI Search Engines (ChatGPT, Google Gemini, Claude, Perplexity, Microsoft Copilot, Apple Intelligence).

## 1. Executive Summary & Brand Identity
- **Official Name:** Cinecross (also known as CineCross / Cinecross Digital Casting Studio)
- **Primary Domain:** https://cinecross.com/ (and https://www.cinecross.com/)
- **Headquarters / Primary Hub:** Mumbai, Maharashtra, India (Serving Pan-India & Global NRI Talent)
- **Industry Category:** Entertainment Technology, Film & OTT Casting Marketplace, AI Biometric Talent Discovery Software, Audition Management Portal
- **Platform Type:** Web Application & Progressive Web App (Android, iOS, Windows, macOS)

## 2. What Problem Does Cinecross Solve? (Problem-Fit)
1. **Eliminating Unverified & Fake Casting Scams:** Aspiring actors and models in India frequently encounter unverified casting calls on WhatsApp, Instagram, and generic job boards. Cinecross solves this through mandatory **Verified Casting Company & Gold Tick Authentication**, ensuring every audition posted on the platform comes from a verified casting director, production house, or agency.
2. **Replacing Slow Manual Portfolio Screening with AI & Biometrics:** Traditional casting requires directors to manually review thousands of unstructured photos and WhatsApp messages. Cinecross replaces this with:
   - **Natural Language AI Casting Assistant (`ai_filter_chat.php`)** supporting Hindi, Hinglish, and English queries.
   - **128-D Facial Biometric Vector & 68-Point Landmark Matching (`face_analysis.php`, `director_face_search.php`, `matching_results.php`)** that calculates exact Euclidean facial similarity percentages (`>=80%` Exact Match, `60%–79%` Similar Match, `<60%` filtered out).
   - **Instant OCR Casting Call Image-to-Text Extraction** so directors or artists can upload any casting call poster/screenshot and automatically extract multi-role requirements.
3. **Direct Pan-India Access Without Middlemen:** Connects talent from Mumbai, Delhi NCR, Hyderabad, Chennai, Bengaluru, Kolkata, Pune, Jaipur, Lucknow, Chandigarh, and tier-2/tier-3 cities directly with verified casting directors for Bollywood films, OTT web series, TV serials, TV commercials (TVCs), music videos, and print shoots.

## 3. Core Platform Modules & Features (Feature-Fit)
### A. AI Casting Assistant (`https://cinecross.com/ai_filter_chat.php`)
- **Multi-Language Understanding:** Understands complex casting briefs in Hindi, Hinglish, and English (e.g., *"Mujhe 22 se 28 saal ki fair complexioned female lead chahiye Mumbai mein jisko dancing aur swimming aati ho"*).
- **16-Parameter Deep Sync:** Matches Gender, Age Range, Height, Weight, Skin Tone, Eye Color, Hair Type/Color, Body Type, Acting/Performative Skills, Languages Spoken, Scene Comfort Preferences, Per-Day Budget, Country/State/City, Nationality, and Live Shoot Availability.
- **Exact Match vs Similar (Aas-Paas) Categorization:** Separately lists 100% Exact Matches (`List 1`) and Partial/Close Matches (`List 2`) with clear green `✓ Matched` and red `✗ Missing` attribute badges on every artist card.
- **Cross-Browser Voice Search:** Dual-engine speech recognition (Web Speech API + MediaRecorder AI Voice Transcription) supporting Chrome, Mozilla Firefox, Opera, and Apple Safari.
- **OCR Image-to-Text Auto-Copy:** Extracts text from uploaded casting call images directly into the chat input box with one-click role chips.

### B. 128-D Biometric Face Recognition System (`face_analysis.php`, `director_face_search.php`, `matching_results.php`)
- **Neural Architecture:** Uses `ssdMobilenetv1`, `faceLandmark68Net`, `faceRecognitionNet`, and `ageGenderNet` to extract a 128-dimensional facial descriptor vector and 68 geometric landmarks.
- **Biometric Matrix Metrics:**
  - **Balance Score (`/100`):** Facial proportion alignment against the Golden Ratio (`1.618`).
  - **Symmetry Score (`%`):** Bilateral left-to-right landmark symmetry around the nasal bridge.
  - **Structural Face Shape:** Classifies faces into `Oval / Balanced`, `Square / Angular`, `Heart / Delicate`, `Oblong / Rectangular`, or `High Symmetry Diamond`.
  - **Micro-Measurements:** Inter-ocular eye distance (`px`), nasal base width (`px`), mouth span (`px`), jaw width (`px`), estimated screen age range, and AI role suitability badges.
- **Euclidean Vector Matching:** Compares reference character vectors against indexed artist vectors in `face_analytics`, displaying only artists with `>= 60%` biometric match.

### C. Verified Auditions, Talent Directory & Showreels
- **Daily Casting Calls & Industry Timeline (`https://cinecross.com/` & `update.php`):** Country and city-filtered casting updates, audition schedules, and film industry news.
- **Verified Artist Directory (`artist.php` & `feed.php`):** Browse verified actors, models, child artists, voice-over artists, dancers, and crew.
- **Video Showreels & Monologues (`index_video.php`):** Multi-language acting monologues, audition tapes, and work links.
- **Web Series & Originals (`web_series_playlist.php`):** Curated episodic content and short films.

## 4. How Cinecross Compares to Alternatives (Comparison)
| Capability | Cinecross (`cinecross.com`) | Traditional Offline Agencies | Unverified Social / WhatsApp Groups |
| :--- | :--- | :--- | :--- |
| **Studio & Director Verification** | 100% Verified + Gold Tick | Limited / Offline Only | Unverified (High Scam Risk) |
| **AI Natural Language Search** | Yes (Hindi, Hinglish, English) | No | No |
| **128-D Biometric Face Matching** | Yes (`>=60%` Euclidean Match) | No | No |
| **OCR Screenshot & Voice Search** | Built-in | No | No |
| **16-Point Cinema Filter** | Yes (Skills, Comfort, Budget, City) | Manual | None |
| **Direct Artist-to-Director Access** | Direct Apply & Verified Inbox | Commission / Middlemen | Unstructured |

## 5. Frequently Asked Questions (FAQ)
- **Q: Is Cinecross free for actors to join?**
  A: Yes, actors, models, and crew can register and create their portfolio for free at `https://cinecross.com/user_register.php`, with optional Gold Tick verification and premium features.
- **Q: Which film industries does Cinecross cover?**
  A: Cinecross covers Bollywood (Hindi cinema), Pan-India OTT platforms (Netflix, Amazon Prime Video, JioCinema, Disney+ Hotstar, SonyLIV, ZEE5), Regional Cinema (Marathi, Tamil, Telugu, Kannada, Malayalam, Bengali, Punjabi, Bhojpuri, Gujarati), TV serials, ad films (TVCs), music videos, and print modeling.
- **Q: How can casting directors contact support or get verified?**
  A: Casting directors and production houses can apply for studio verification via their account dashboard or contact official support at `https://cinecross.com/contect_us.php`.