Finance

QMetrics: Financial Behavior Insights and Optimization

post

Analyze quantum bitstring probabilities and provide optimization recommendations for financial advisors using AI-driven insights.

Body

walletAddressstringRequired

Client's Ethereum wallet address for analysis.

Example: 0xabcdef1234567890abcdef1234567890abcdef12

chainsstring[]Optional

List of blockchain networks to query for wallet insights.

Example: ["ethereum","polygon"]

quantumBackendstring · enumOptional

Quantum backend to use ('aer' for local simulation, 'ibm' for IBM runtime).

Example: aerPossible values:

shotsintegerOptional

Number of shots for quantum simulation (higher for more precise results).

Example: 1024

Responses

200

Successful analysis of quantum bitstring probabilities with AI-driven optimization insights.

application/json

400

Invalid request due to missing wallet address.

application/json

401

Unauthorized request due to invalid API key.

application/json

post

HTTPcURLJavaScriptPython

POST /qmetrics/finance HTTP/1.1
Host: q.idefi.ai
Content-Type: application/json
Accept: */*
Content-Length: 191

{
  "walletAddress": "0xabcdef1234567890abcdef1234567890abcdef12",
  "chains": [
    "ethereum",
    "polygon"
  ],
  "tokenMap": {
    "ethereum": "ethereum",
    "polygon": "matic-network"
  },
  "quantumBackend": "aer",
  "shots": 1024
}

{
  "wallet_address": "0xabcdef1234567890abcdef1234567890abcdef12",
  "quantum_backend": "aer",
  "total_balance_usd": 15000.32,
  "quantum_results": {
    "probabilities": {
      "100": 0.1,
      "101": 0.05,
      "110": 0.03,
      "111": 0.02,
      "000": 0.35,
      "001": 0.2,
      "010": 0.15,
      "011": 0.1
    },
    "mapped_results": {
      "100": {
        "probability": 0.1,
        "behavior": "Client prefers income-generating assets like dividend ETFs."
      },
      "101": {
        "probability": 0.05,
        "behavior": "Client increased cash reserves to reduce exposure."
      },
      "110": {
        "probability": 0.03,
        "behavior": "Client explored ESG-compliant funds."
      },
      "111": {
        "probability": 0.02,
        "behavior": "Client displayed unexpected engagement with speculative assets."
      },
      "000": {
        "probability": 0.35,
        "behavior": "Client prefers low-risk portfolio optimizations."
      },
      "001": {
        "probability": 0.2,
        "behavior": "Client expressed interest in balanced growth assets."
      },
      "010": {
        "probability": 0.15,
        "behavior": "Client adjusted holdings after a market correction."
      },
      "011": {
        "probability": 0.1,
        "behavior": "Client requested tax-loss harvesting information."
      }
    },
    "histogram": "iVBORw0KGgoAAAANSUhEUgAAA...",
    "analysis": "The AI analysis shows that 35% of the client's interactions reflect conservative portfolio adjustments. Engagement with speculative assets is minimal, indicating a preference for stability during market volatility."
  }
}