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QBT‑RISK

Intelligent Risk Analysis & Decision Support

A decision-support solution in development that analyses complex risk signals using advanced AI and optimization techniques.

Abstract visual of layered translucent planes with a violet decision path crossing a field of data points
Illustrative visual
IndustryFinancial Services
StatusR&D · Patent application in progress
Core technologyAdvanced AI / ML · Optimization
ContextPatent application in progress

Intelligent Risk Analysis & Decision Support.

QBT-RISK is an R&D initiative focused on intelligent risk analysis. It explores how advanced AI and optimization methods can turn heterogeneous, interdependent risk signals into structured, explainable inputs for decision makers in financial services.

Risk signals are fragmented, noisy and interdependent, slowing down confident decisions.

The challenge

  • Risk factors are spread across heterogeneous sources and formats.
  • Correlations between signals change over time and are hard to model.
  • Decision makers need explainable outputs, not opaque scores.

Our approach

  • Advanced AI models for signal extraction and scoring.
  • Optimization techniques to explore scenarios under constraints.
  • Explainability and human oversight built into the decision flow.

Built on our core technology pillars.

Advanced AI / MLOptimizationQuantum-inspired methodsExplainable AIDecision support

How we approach each technology

Where QBT-RISK applies.

Risk signal analysis

Structuring complex, multi-source risk indicators into a coherent view.

Scenario exploration

Comparing alternative decisions under different risk assumptions.

Decision support

Providing traceable, explainable inputs to risk and strategy teams.

Where we are today.

01 · currentR&D
02Prototype
03Pilot
04Product
Intellectual propertyPatent application in progress
Regional programmePathway connected to the Regione Lombardia patent support call (Bando Brevetti)

What we are designing for.

Explainable risk views

Outputs that risk teams can read, challenge and audit.

Shorter time-to-insight

Faster structuring of multi-source signals into decisions.

Human-in-the-loop

Decisions remain owned and validated by people.

Design targets — not achieved results. Metrics will be published only after validation.

What comes next.

  1. Patent processCompletion of the patent application pathway.
  2. PrototypeFunctional prototype on representative datasets.
  3. Pilot partnersSelection of design partners in financial services.

Let’s explore QBT-RISK together.

Let’s turn advanced research into deployable intelligence. Tell us about your challenge — a partnership, a pilot or a request for our company presentation.

Partnerships & pilotsinfo@qubitale.com
HeadquartersVia B. Quaranta 45, 20139 Milano, Italy
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