AI Recommendation Agent

MapMyAI

Free tool that analyzes 500+ generative AI use cases and recommends the 3 most relevant AI agents for your business.

MapMyAI Interface - AI Use Case Recommendations

Context

The Problem

Companies waste time exploring AI use cases that don't fit their context. They don't know where to start with generative AI.

The Solution

A free tool that recommends in 2 minutes the 3 best AI agents for your business, with detailed project plans automatically generated.

Live Demo

MapMyAI is available online.
Test it to discover your 3 best AI agents.

Answer 4 simple questions and receive in 30-40 seconds your recommendations with detailed project plans.

  • 4-question questionnaire
  • Personalized recommendations based on 500+ use cases
  • Detailed project plans automatically generated
  • Professional PDF export
Test MapMyAI →
MapMyAI Interface

Key Features

🔍

Personalized Recommendations

The system analyzes your profile (industry, objectives, size, prerequisites) and searches through 500+ use cases to identify the 3 best matches.

📋

Generated Project Plans

Each recommendation includes a detailed plan with steps, estimated duration, success criteria, risks, and benefits.

📄

Professional Export

Download your complete report in PDF format to share with your team or keep for reference.

🎨

Modern UX

Interactive progress bar to track generation in real-time. Multilingual EN/FR support with automatic detection.

How It Works

Intelligent Backend

FastAPI + LangGraph orchestrate an 8-step workflow: semantic search in 500+ use cases, selection of the 3 best, project plan generation with Claude Sonnet 4.

Modern Frontend

Next.js + React with interactive progress bar to track generation in real-time and offer a smooth user experience.

Database

Qdrant for vector search in use cases, SQLite to save sessions and enable later retrieval.

Challenges Resolved

Generation Time

Challenge: 30-40 seconds of waiting can seem long without feedback.

Solution: Interactive progress bar with 8 visual steps and contextual messages to reduce perceived wait time.

API Costs

Challenge: High costs to generate project plans by AI.

Solution: Intelligent caching system that avoids regenerating the same plans for similar profiles, significantly reducing costs.

Results

Production-ready recommendation agent

Free tool generating qualified leads for AI consulting services. Companies using the tool are already interested in AI.

Response time: 30-40 seconds

For semantic search + generation of 3 complete plans with all necessary information to start a project.

500+ use cases analyzed

Vector knowledge base regularly updated with real use cases from different industries.

Multilingual support

French and English with automatic language detection. Results are adapted according to the user's language.

Need a custom AI agent?

MapMyAI is an example of an agent that helps companies identify their AI use cases.