AI-Powered Analytical Platform
An AI-powered analytical platform that generates detailed asset reports, short summaries, and structured risk insights for crypto tokens and stocks.
The project is an AI-powered analytical platform designed to provide structured, real-time insights into crypto projects, tokens, and market assets.
The developed AI model generates a detailed asset report and a short summary, giving users clearer information for trading decision-making. The platform is built around a scoring and analysis system that evaluates credibility, security, market activity, and sentiment signals.
At its core, the system assigns a risk score from 1 to 10 to each analyzed project or asset, offering a structured evaluation of its risk profile. The score is updated based on available data and market conditions, helping users track changes over time.
The analytical process is based on multiple layers: on-chain and smart contract security, off-chain activities, news and media sentiment, and social/community trends.
Our involvement focused on the AI-powered analytical logic that aggregates, structures, and evaluates key data categories for crypto and market assets.
AI-Generated Asset Reports
The AI model generates detailed reports and short summaries to help users understand the main risks, credibility signals, and market context around a project or asset.
Risk Scoring System
The platform uses a 1–10 scoring framework to evaluate risk:
1–3 - High Risk: strong vulnerabilities, possible scams, or low credibility.4–6 - Moderate Risk: caution required due to potential security concerns or volatility.7–10 - Low Risk: stronger security, transparency, and positive market sentiment.On-Chain & Smart Contract Security
For crypto assets, the system analyzes blockchain and smart contract activity to detect vulnerabilities, fraud patterns, suspicious transactions, and potential manipulation signals.
Smart Contract Functionality Check
The system helps detect backdoors, unauthorized minting functions, supply-control risks, and other smart contract-level issues.
Suspicious Transaction Detection
The platform flags abnormal liquidity withdrawals, pump-and-dump patterns, manipulative trading behavior, and other suspicious activity.
Funds Flow Analysis
The system tracks large wallet movements to identify suspicious fund flows that may indicate potential rug pulls or coordinated activity.
Wallet Clustering & Holder Analysis
The platform analyzes how token supply is distributed across wallets to identify concentration risk and possible market manipulation.
Wallet Labeling
Wallets can be categorized as exchange wallets, whale wallets, team wallets, or suspicious wallets to provide more transparency into token distribution.
Off-Chain Activities / Fundamental Analysis
The platform evaluates project credibility through verified external sources, public materials, historical performance, liquidity data, and broader market signals.
News & Media Sentiment
The system aggregates news and media coverage to evaluate market perception and organize updates across categories such as legal, market trends, technology, and adoption.
Social Sentiment & Community Trends
The platform tracks public sentiment, community activity, influencer discussions, hashtags, keyword trends, and engagement metrics across social channels.
Dynamic Risk Updates
Each category is weighted based on relevance, allowing the platform to update the risk score as new data and market conditions change.
