Investment and Model Risk Disclosure

Effective: 20 July 2026

Pinaqa is developing a hybrid quantum-classical portfolio-intelligence platform. Investing involves risk, including possible loss of principal.

Model risk

Portfolio outputs depend on data quality, assumptions, parameter settings, optimization constraints, market-regime estimates, and model design. Models can be wrong, unstable, incomplete, or unsuitable for a particular mandate.

Quantum-computing limitations

Quantum and quantum-inspired methods are emerging technologies. They do not guarantee superior returns, reduced risk, or an advantage over classical methods. Hardware noise, limited scale, approximation, and changing software may affect results.

Backtests and simulations

Backtested, paper-trading, simulated, and hypothetical results have inherent limitations. They do not represent actual trading, may benefit from hindsight, and may not account fully for liquidity, taxes, execution, slippage, market impact, operational failures, or changing market conditions.

Human oversight

Pinaqa outputs are intended to support, not replace, professional judgement, suitability assessment, investment-policy review, and independent risk management. Any use in regulated activity requires appropriate authorization, governance, validation, and client disclosures.

No performance guarantee

Past, simulated, or expected performance is not a guarantee of future results. No statement on this website should be interpreted as a promise of performance.

Professional review

This initial disclosure should be reviewed by qualified legal and regulatory counsel before public launch or use with clients.