Quantum Computing Overview

HTF’s quantum computing consulting area consists of consultants with many years of experience covering a number of key areas including the following below:

Post‑Quantum Cryptography (PQC) Readiness

• Cryptographic estate inventory (keys, certs, protocols)
• PQC migration roadmap (NIST ML‑KEM / ML‑DSA)
• “Harvest‑now, decrypt‑later” exposure assessment
• Crypto‑agility architecture for thousands of apps
• Regulator‑aligned evidence (PRA/NCSC/ECB)

Quantum‑Accelerated Risk & Pricing

• Quantum Monte Carlo prototypes for xVA
• QAOA/VQE pilots for portfolio optimisation
• Hybrid quantum‑classical risk engines
• Model governance + validation uplift
• Supervisor‑grade transparency on assumptions

Fraud, AML & Pattern Detection

• Quantum‑inspired graph analytics for AML
• QML anomaly detection pilots
• False‑positive reduction modelling
• Integration into existing fraud stacks
• Regulatory assurance for model explainability

Quantum Strategy, Operating Model & Roadmap

• Enterprise quantum strategy (defensive + offensive)
• 24–36 month adoption plan (PQC + analytics)
• Vendor ecosystem selection (IBM, Quantinuum, IonQ)
• Skills, governance, and board education
• Regulator‑ready quantum risk narrative

Quantum‑Inspired Acceleration (Near‑Term Value)

• Tensor‑network + annealing optimisation engines
• Monte Carlo speedups on classical hardware
• Integration behind risk/trading platforms
• KPI uplift (pricing speed, scenario volume)
• Evidence packs showing ROI before hardware matures