Users will upload photos of their vehicle (interior/exterior). The system analyzes the images using AI Vision, creates a structured condition report, and logs everything to the user’s Virtual Garage inside my app. This feature will anchor: • Customer engagement • Predictive maintenance • Service recommendations (no pricing) • Vehicle history timeline • Automated push notifications This must be clean, accurate enough to be useful, conservative enough to protect my pricing, and beautifully integrated. ⸻ CORE REQUIREMENTS 1. AI Vision Analysis Engine Process 1–6 photos and generate structured condition data for: Exterior • Scratches (severity: light/moderate/heavy) • Swirl marks • Oxidation/fading • Bug/tar buildup • Wheel/tire contamination • Trim fading • Headlight condition Interior • Dirt level • Stains • Pet hair • Trash/clutter • Seat material condition (cloth/leather) • Spill marks • Detail intensity required Important: AI must UNDERSTATE severity on purpose. I will always give final pricing in-person. No automated prices. No “estimated cost.” I do not want AI touching pricing, ever. ⸻ 2. Service Recommendation Engine Based on conditions detected: • Recommend a service category, NOT prices • Example: – “Recommend: Premium Interior Detail” – “Recommend: 2-Step Paint Correction” – “Recommend: Engine Bay Cleaning” – “Recommend: Tint Refresh” Never mention cost. Never auto-approve a package. ⸻ 3. Vehicle Health Score Generate a simple score (0–100) based on severity categories. This is NOT medical precision. This is a marketing/engagement tool. ⸻ 4. Full Virtual Garage Integration (Firebase) Each scan must save: • Date/time • All condition findings • Recommended service categories • Health score • Photos • AI summary • Flags for interior/exterior/tint/paint This data must display cleanly when the user opens their vehicle profile. ⸻ 5. Service History Timeline Inside each vehicle’s Virtual Garage: • Display all previous AI scans • Display all previous services (via my backend) • Provide recommended next service date • Provide coating/tint lifespan countdowns • Provide reminders for maintenance • Provide “last detailed on” and “next due” ⸻ 6. Admin Panel (Lightweight) I need a simple, clean admin view (web or app embedded) to: • View all customer scans • View all condition reports • Override/edit AI results • Mark services as completed • Add notes to timeline Keep it SIMPLE. Don’t overbuild. This is not a SAAS dashboard. ⸻ DESIGN EXPECTATIONS • Clean, modern UI • Smooth transitions • Use my existing app theme • No clutter • Clear separation for interior/exterior/tint/paint results Design must feel like a premium tech company, not a budget app. ⸻ TECH STACK • Flutter (current codebase) • Firebase Authentication • Firebase Firestore • Firebase Storage • OpenAI Vision or Google Vision recommended • Cloud Functions (Node.js preferred) ⸻ BUDGET Up to $4,000 total. This is a premium build. Do NOT bid low and try to upsell. Your bid must reflect your final price. Payment will be milestone-based: 1. Architecture + UI Wireframes 2. AI Engine + Backend 3. Front-end Integration 4. Virtual Garage + Timeline 5. Final Testing + Delivery ⸻ NON-NEGOTIABLES • AI must NEVER show price estimates • AI must be conservative (I finalize pricing) • Seamless integration into my existing project • Fast, clear communication • Code must be clean and maintainable • Weekly progress demos (video or build) • Must sign a simple NDA ⸻ BONUS IF YOU CAN DO THIS Give me a quick 20–30 second screen recording explaining: • Your plan for the AI model • Your plan for the timeline • How you’d structure the backend • How you’d keep results conservative This will help me award the project faster. ⸻ SUMMARY I need a developer who can deliver a Tesla-level feature for the auto detailing world: • AI scans • Condition reports • Service recommendations • Vehicle health scores • Full vehicle history timeline • Virtual Garage integration • Admin view • Push notification triggers • Polished UI • Conservative results to protect pricing This is the signature feature of my app — so only experts should apply. If you’re the type of developer who builds fast, clean, scalable systems and knows AI Vision/Flutter inside and out, I want to work with you.