Public Project Insights

AI systems, machine learning, and intelligent automation

ShadowGuard AI

I am looking to build shadow ai discovery and AI agents behavorial monitring and security with complaince, governace and bhavorial fingerprinting, dashboard with forecasting and predictive analytics for uae in 2026

BaristaCard

BaristaCard - loyalty card for cafe owners, digital stamps. https://www.baristacard.com

LawRated.com

Project Description – LawRated.com LawRated.com is an AI-powered directory and review platform for lawyers and law firms. Unlike traditional directories, LawRated uses advanced AI to research, analyze, and categorize legal professionals based on public data, legal records, online presence, and client feedback. Our AI engine performs a deep, unbiased analysis of each listed lawyer or law firm, evaluating them across multiple categories such as expertise, responsiveness, case success trends, client satisfaction, transparency, and industry reputation. Every profile is automatically updated and categorized to help users make informed decisions when choosing legal representation. Whether you're looking for a top-tier litigation expert or a responsive family lawyer, LawRated.com helps you find the right legal professional—backed by real data and intelligent analysis.

CoFounder.im

Name: CoFounder.im CoFounder.im is a smart online assistant that helps people turn their startup ideas into real businesses. You don’t need a team or business experience for the start - just bring your idea. The platform guides you step by step: ✅ Checks if your idea makes sense ✅ Shows you who your customers might be ✅ Finds similar companies ✅ Helps you plan what to build first ✅ Gives you a ready-to-use business plan ✅ Suggests investors and accelerators ✅ Generate detailed report you can work with How it works You start by submitting your idea in simple form. Then CoFounder.im does the heavy lifting - researching the market, spotting competitors, shaping your business model, and suggesting what to build first. At the end, you get a full report with clear steps to move forward - like having a business coach and co-founder in one.

PoliLens

App Name: PoliLens Elevator Pitch: PoliLens is a politics transparency app that helps users understand, track, and influence political decisions in real time. It breaks down complex government policies, votes, and bills into simple summaries, shows how your local MPs voted, and alerts you when something relevant is happening. You can follow topics like climate, education, or healthcare — and see where each party and politician stands. Bonus Feature: Integrated "Vote Tracker" lets users record their stances on key issues and compare them to actual MP votes. Also includes a "Call to Action" feature with contact tools to email or message local representatives directly.

LearnLoop

LearnLoop – Social Microlearning for Gen Z Elevator Pitch: Gen Z doesn’t learn from textbooks—they learn from TikToks, memes, and YouTube Shorts. LearnLoop is a microlearning platform that delivers bite-sized, engaging lessons in a scrollable social feed, designed for short attention spans but long-term impact. Think Duolingo meets TikTok, where students learn by swiping through animated explainers, mini quizzes, and peer-created content. Why it works: Native to Gen Z behavior: short, visual, interactive content Gamified progression: streaks, badges, daily XP Peer-led education: verified student creators earn clout by teaching AI-personalized learning paths: adapts to the learner’s pace and interests Subjects: school topics, exam prep, life skills, financial literacy, coding, etc. Monetization: Freemium model: free for core features, premium for advanced analytics, tutor feedback, and exclusive content packs. Brand-sponsored learning challenges (e.g., “Learn Finance with Monzo”) and school partnerships for group licenses.