Rapid Quantum Prototyping (RQP)

Quantum Portfolio Optimizer

Excel-to-Quantum portfolio optimization using QAOA.

Define the portfolio problem in Excel, run the optimization in the cloud, and review the results directly in the page. Results, charts, and logs can be saved as a local review file for later reloading and analysis.

Best used on a desktop or laptop screen. Use browser zoom to fit the workspace comfortably. Mobile screens are supported only for basic review.

Access

Excel Input

Workbook Summary

Workbook metrics are available after file inspection.

Workbook fileavailable after inspection
Decision variables / qubitsavailable after inspection
Decision state spaceavailable after inspection
Fixed asset blocksavailable after inspection
Variable asset blocksavailable after inspection
Unique tickers referencedavailable after inspection
Budgetavailable after inspection
Fixed invested amountavailable after inspection
Variable selectable universeavailable after inspection
QUBO shapeavailable after inspection
Classical candidatesavailable after inspection
QAOA candidates0
Top N exportedavailable after inspection
Settings loadedavailable after inspection

Fixed blocks are included in every portfolio. Only variable blocks become QUBO decision variables / qubits.

Optimization Settings

Initial pre-run runtime estimate
Initial expected range~5 sec
Initial calibrated estimate5 sec
Raw backend estimaten/a
Estimate basiswaiting for workbook inspection
Random seedauto
Runtime capn/a
Within backend limitn/a
Limit sourcen/a

This is the initial estimate from workbook inspection before execution. The backend live ETA during a job may differ once real execution speed is known.

Optional. Use the same seed to make comparable runs more reproducible under the same code and environment.

Runs are submitted as backend jobs. The page polls the backend for progress, logs, ETA and result availability.

QAOA shots are used only when sampling mode is active. In exact mode the setting is shown as exact and is not editable.

Review File

Save the current result, charts, logs, settings, and workbook filename as a local JSON review file. Loading a review file restores the view without rerunning the backend.

Classical Result Summary

Run an optimization to see the classical result summary here.

Quantum Result Summary

QUBO value
n/a
Selected amount
n/a
Budget gap
n/a
Return proxy
n/a
Volatility
n/a
Sharpe ratio
n/a
Bitstring
n/a
Source
n/a
Probability
n/a

This block displays the best QUBO result from exported quantum samples when qaoa_limited is run successfully.

Client Log

No log entries yet.

Backend Optimization Log

Backend logs are streamed through job-status polling. Any ETA inside these log lines is the optimizer-internal ETA, while the status bar shows the backend live ETA.

Backend optimization logs are available after workbook inspection or while a backend job is running.