Business Client need Mobile App Development

Contact person: Business Client

Phone:Show

Email:Show

Location: Chicago, United States

Budget: Recommended by industry experts

Time to start: As soon as possible

Project description:
"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." (client-provided description)


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