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CASE STUDY

FixitByAI

FixitByAI

Mobile App • AI Solution

Project Overview

AI-powered mobile application for diagnosing device issues and providing personalized repair guidance.

Context & Challenge

Device malfunctions cause frustration and often lead to unnecessary professional repairs or replacements. Users lack the knowledge to diagnose issues and perform simple fixes themselves.

Client Objectives

  • Enable accurate device issue diagnosis through AI
  • Provide step-by-step repair guides for common problems
  • Reduce unnecessary repair shop visits and e-waste
  • Build a knowledge base of device issues and solutions
YandF combined computer vision for visual diagnosis with natural language AI for interactive troubleshooting. The app guides users through diagnostic questions and provides tailored repair instructions based on identified issues.
YandF Team

YandF Strategy Team

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UX Research & Architecture

User testing revealed the importance of clear, jargon-free instructions with visual aids. We designed a conversational interface that feels like consulting an expert friend rather than reading a technical manual.

FixitByAI - UX Research
FixitByAI - UI Design

UI Design & Design System

Friendly, approachable interface with clear visual hierarchy. Step-by-step guides feature illustrations and progress indicators. Dark mode for comfortable use and battery efficiency.

Development & Technologies

Flutter frontend communicates with Python/FastAPI backend. TensorFlow models handle image-based diagnosis. OpenAI GPT powers the conversational troubleshooting assistant. Firebase provides authentication and analytics.

Tech Stack: Flutter, Python, TensorFlow, FastAPI, Computer Vision, OpenAI GPT, Firebase

Results & Business Value

  • High accuracy in common device issue diagnosis
  • User-friendly repair guides with visual instructions
  • Reduced repair costs for users
  • Growing database of device issues and solutions

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  • Location:
  • Rabat, Morocco

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