AXIOM is Ace Hacker's quantum-accelerated intelligence engine for banking and finance. It scores fraud in real time, optimizes portfolios with quantum solvers, and runs Monte Carlo risk at a scale classical infrastructure cannot reach, all from one platform your quants and your regulators can actually audit.
AXIOM is modular. Each instrument solves a distinct class of problem with the right tool, classical ML where it wins, quantum where it genuinely pulls ahead, and it exposes every decision through an auditable API.
Real-time transaction scoring with graph and sequence models. Catches the anomaly before the money moves.
Quantum and hybrid solvers search allocation spaces too large for classical optimizers to explore in time.
Quantum-amplified Monte Carlo estimates VaR and CVaR with fewer samples and tighter confidence.
Migrates cryptographic infrastructure to post-quantum standards before harvest-now-decrypt-later bites.
Every transaction is scored against a graph of accounts, devices, and merchants and a sequence model of the account’s own history. Anomalies surface in single-digit milliseconds, with an explanation a fraud analyst and a regulator can both read.
Constrained portfolio optimization is combinatorial: cardinality limits, sector caps, and transaction costs turn it into a problem classical solvers approximate under time pressure. Optima maps it to a QAOA circuit and finds allocations on the efficient frontier that classical heuristics miss.
Classical Monte Carlo needs four times the samples to halve the error. Quantum amplitude estimation changes that scaling, so Horizon reaches a target confidence on VaR and CVaR faster, and shows its work.
The encryption protecting today’s transactions is harvestable now and breakable later. Aegis inventories cryptographic exposure and drives a phased migration to NIST post-quantum standards, without downtime.
We benchmark against the best classical baseline, not a strawman. On some problems the quantum advantage is dramatic; on others classical ML is still the right call, and AXIOM routes to it automatically. Here is the current picture.
Every score AXIOM emits flows through the same four stages. Classical and quantum compute live in the same graph, and the whole path is logged for audit.
AXIOM is in private pilots with a small number of institutions. If you run risk, fraud, or quant at a bank and want a technical walkthrough with your own data, we should talk.