How SmartViewAI Uses AI to Analyse Your Crypto Portfolio
Behind every Health Score and trading signal is a multi-layer AI engine. Here is how it actually works, in plain language.
AI in Crypto: Hype vs Reality
The word "AI" is everywhere in fintech. Most of the time, it means little more than a rules-based algorithm with a fancy label. At SmartViewAI, we use genuine machine learning techniques applied specifically to portfolio analysis, and we want to be transparent about what that means.
What the AI Actually Analyses
When you connect your exchange, our AI engine ingests your live portfolio holdings and cross-references them with several data layers:
- Price and volume history: Used to calculate momentum, trend direction, and volatility for each asset.
- Market correlation matrices: How much do your assets move together? High correlation means less effective diversification.
- On-chain metrics: For major assets, we factor in network activity, supply dynamics, and holder distribution.
- Sentiment signals: Aggregated from news flow and social data, weighted by historical accuracy.
The Health Score: How It Is Calculated
The Portfolio Health Score (0 to 100) is a weighted composite of four sub-scores:
- Diversification Score (30%): Are your assets spread across different sectors and risk profiles?
- Concentration Score (25%): Is any single asset or sector taking up too much of your portfolio?
- Momentum Score (25%): Are your assets trending positively or showing bearish signals?
- Risk-Adjusted Return Score (20%): Are you being adequately compensated for the risk you are taking?
A score above 70 indicates a well-balanced portfolio in reasonable market conditions. Below 40 usually means concentrated risk or significant bearish exposure that needs attention.
Trading Signals
Our AI generates Buy, Hold, and Sell signals for each asset in your portfolio. These are not predictions. They are probability-weighted assessments based on the current data picture. A "Buy" signal means conditions are statistically favourable for accumulation. A "Sell" signal means risk-adjusted returns have deteriorated.
We display confidence levels alongside every signal so you can calibrate how much weight to give it in your decision-making.
The AI Copilot
Beyond automated signals, our AI Copilot lets you ask natural language questions about your portfolio: "Why is my health score low?", "Which asset should I reduce?", "What is my Bitcoin exposure as a percentage?" The Copilot uses your live data and market context to give you answers tailored to your specific situation.
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