Portfolio Studio

Build & solve a portfolio QUBO

From assets to an explainable quantum model — with a classical benchmark and an auto-generated report. Engine: https://qoveris-quantum-engine-1055782125964.europe-west4.run.app

Data

↑ Upload CSV Format: asset,expected_return,volatility

#	Asset	Expected return	Volatility
No assets loaded yet. Upload a CSV or load the sample dataset.

Objective configuration

Risk aversion (λ)1.00

Higher λ penalizes volatility & correlation more.

Cardinality (k)4

Number of assets to select.

Penalty (A)5.0

Enforces the cardinality constraint.

Solvers

QAOA depth (p)

QAOA shots

Calls POST /portfolio/run-full — builds the QUBO, derives the Ising form, runs all selected solvers, and writes the report.

Load data, configure the objective, and hit Build & Run.

Results, QUBO heatmap, solver comparison, and report will appear here.