DetectX® by Prospero AG

The platform.

12 analytics engines. One platform. Pattern recognition, evolutionary learning, and task-specific models for financial crime, risk, and business intelligence.

Built to solve specific problems well.

Unlike aggregate AI platforms that apply general-purpose language models to compliance problems, DetectX® combines refined industry-standard methods with evolutionary learning — optimised for each specific use case, not applied generically.

Task-specific intelligence

Each module is a refined model built for a specific problem — not a general-purpose AI framework pointed at your data.

Evolutionary learning

Models improve continuously from production feedback without manual retraining. The platform adapts as your data and typologies evolve.

Explainable by design

Every output carries traceable match reasons — built for analysts and auditors, not black-box verdicts for operators to trust on faith.

Platform capabilities

Alert Management

Case management & audit

Centralised alert viewer with workflow checklists, investigator assignment, document attachment, and full audit trail. Regulatory reporting (MROS and equivalents) generated from investigation data.

Behavioural Analysis

Anomaly and pattern detection

Analyses patterns and anomalies in entity behaviour to detect fraud and AML risks. Provides precision insights that enhance risk assessments beyond threshold-based rules.

Business Rules Designer

Configurable rule engine

Customisable business rules that adapt to regulatory and operational needs. Lets compliance teams adjust monitoring logic without rebuilding models.

Clustering & Modelling

Entity segmentation

Advanced clustering techniques uncover patterns and relationships in customer portfolios, enabling better risk segmentation and predictive model development.

Enhanced AI Search

Fuzzy match & precision retrieval

Combines advanced algorithms, fuzzy matching, and real-time processing for precise screening. The engine behind name screening, sanctions, and adverse media search.

Evolutionary Learning

Continuous model improvement

Adapts AI models using real-time production data and scenario simulations. Delivers optimised performance as typologies evolve — without scheduled retraining cycles.

Link Analysis

Network and relationship mapping

Maps connections between entities to surface hidden associations indicating money laundering, fraud, or organised risk. Surfaces related cases automatically for investigators.

Natural Language Processing

Adverse media search

Multilingual NLP extracts and analyses relevant information from unstructured media sources, enhancing adverse media and reputational risk screening coverage.

Pattern Recognition

Signal from noise

Identifies trends, anomalies, and clusters in complex high-volume datasets, transforming raw data into actionable intelligence for risk management and operations.

Profiling & Scoring

Dynamic risk scoring

Assigns dynamic risk scores using advanced analytics. Profiles update continuously based on behavioural, transactional, and network signals — not static onboarding snapshots.

Transaction Monitoring

Real-time transaction oversight

Continuously monitors financial transactions to detect unusual patterns and suspicious activities. Real-time and batch modes support both payment screening and overnight portfolio checks.

Industry applications

12 use cases

AML, KYC, name screening, fraud detection, credit risk, sales optimisation, demand forecasting, supply chain risk, customer retention, digital identity, asset screening, and adverse media.

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One platform. Every stage of the risk and compliance lifecycle.

DetectX® unifies AML, KYC, fraud detection, risk profiling, and business intelligence on a single analytics core.