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👁 Demo Mode: Illustrative sample data, not a live optimisation run
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Quantum Portfolio Optimisation Demo

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How to read this portfolio optimisation example

The allocations, prices and Sharpe ratios below are illustrative sample data. The button plays a convergence animation; it does not submit a QAOA job. These figures are not measured investment performance or evidence of quantum advantage.

In the optimiser, QAOA runs on Amazon Braket's SV1 simulator, followed by classical weight allocation and a Markowitz mean-variance comparison. The allocation weights show how a portfolio is split between assets. Compare risk metrics using the same data period and assumptions; a convergence curve alone does not establish better returns.

Read about Sharpe ratio and portfolio risk metrics or the QUBO and QAOA portfolio optimisation workflow, then compare your portfolio with the quantum portfolio optimiser.

For education and research, not investment advice. Fira's separate research was validated on IBM Quantum hardware; self-serve QAOA runs use the SV1 simulator.

⚛️

Quantum Engine

Mode: Illustrative preview Method: QAOA p=3 Qubits: 5 Demo: sample data
💰 Portfolio Value
$125,430
+2.4%
📈 Today's P&L
+$3,280
+2.7%
⚛️ Sharpe Ratio
1.85
Classical 1.49 → Quantum 1.85
🎯 Demo Method
QAOA
Illustrative sample only
⚛️ Quantum Optimised Allocation
QAOA
Optimisation: 2025-05-12 → 2026-05-08
AAPL
33.3%
NVDA
28.7%
MSFT
22.0%
GOOGL
16.0%
Sample Prices
$293.32+1.87%
$198.45+3.21%
$415.12-1.38%
$182.67+0.54%
Classical → Quantum Sharpe 1.49 → 1.85
📉 QAOA Convergence
CONVERGED
Qubits: 5 Depth: 3 Params: 6 Iterations: 60
min_cost: -1.8734   params: [0.42, 1.17, 0.89, 2.31, 0.56, 1.74]
🧪 Quantum Lab
Adjust QAOA depth, qubit count, and ansatz. Compare backends. Visualise Bloch spheres and energy landscapes.
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Quantum Lab
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📄 Research Reports
Export PDF reports with circuit diagrams, convergence plots, and benchmark comparisons. Audit-ready documentation.
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Research Reports
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⚠ Not Financial Advice - Quantum Fira is a research and analytical platform. Not FCA regulated. All investment decisions and risks are yours alone.