Vehicle Condition Report Using AI
Budget: $1,500 – $3,000 USD
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.
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.