AI & Quantum Computing Metrics Now Live
Madjik now offers 9 advanced metrics powered by cutting-edge AI and Quantum Computing technologies.
š¤ AI-Enhanced Metrics (Gemini)
These metrics use Google's Gemini 2.5 Flash model for natural language processing and market reasoning:
| Metric | Name | Description |
|---|---|---|
| ME10010 | Regulatory Risk | AI-powered regulatory risk scoring using NLP analysis |
| ME10016 | Regime Detection | Market phase classification (accumulation, markup, distribution, markdown) |
| ME10019 | AI Market Narrative | Identifies dominant narratives driving capital flows |
| ME10020 | AI Anomaly Detection | Cross-signal anomaly detection across all metrics |
āļø Quantum Computing Metrics (Qiskit)
These metrics leverage IBM Qiskit quantum circuits running on simulators:
| Metric | Name | Algorithm |
|---|---|---|
| ME10021 | Portfolio Optimization | QAOA (Quantum Approximate Optimization) |
| ME10022 | Risk Simulation (VaR) | Quantum Monte Carlo |
| ME10050 | QC Portfolio Optimization | Enhanced QAOA with real market data |
| ME10051 | QC Monte Carlo Risk | Quantum Amplitude Estimation for VaR |
| ME10052 | QC Correlation Solver | Quantum Eigensolver for diversification |
Why Quantum Computing?
Quantum computers excel at optimization problems that grow exponentially complex. Portfolio optimization across multiple assets is exactly this type of problem. While current quantum hardware is limited, our Qiskit implementations on simulators demonstrate the approach and will seamlessly transition to real quantum hardware as it matures.
API Access
All AI and QC metrics are available through the standard API:
curl "https://api.madjik.io/v1/metrics/ME10050" \
-H "Authorization: Bearer YOUR_API_KEY"Response includes computation_method field indicating "ai" or "qc".
Enterprise Tier
Quantum Computing metrics (ME10050-52) require Enterprise tier access due to computational intensity. AI metrics are available at Pro tier.
Links: