Run our optimization engine against sample portfolios and see quantum-enhanced results vs. classical approaches in real time.
Select a preset portfolio or customize the holdings.
| Ticker | Shares | Price | Value |
|---|---|---|---|
| Total | -- | ||
Select a portfolio and click "Run Quantum Optimization" to see results.
Benchmark results from our published research on portfolio optimization at scale.
The mathematical advantages that translate into portfolio performance.
Adding real-world constraints (tax, ESG, sector limits) creates combinatorial problems that grow exponentially. Quantum formulations handle this natively.
QAOA and quantum annealing explore solution spaces that classical gradient methods miss entirely, finding non-obvious allocation strategies.
Lumen runs quantum-enhanced algorithms on classical hardware today. When quantum hardware matures, Lumen plugs in directly with no architecture changes.
Tax lot selection, wash sale prevention, and long-term/short-term gain optimization built into the objective function, not bolted on after.
Our Portfolio Optimization Pilot ($25,000) integrates Lumen with your actual data and delivers a head-to-head comparison against your current approach. 3 pilot slots available this quarter.