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03 Autonomous AI

A unique innovation engine for the financial industry

Semi- and unsupervised AI with explainable, online-learning capabilities — built to adapt to changing markets and regulation.

01 Core capabilities

Autonomous, transparent, adaptable

01

Continuous self-learning

Based on unsupervised self-learning, the autonomous AI learns and operates in real time, online — allowing for changes and updates with ease.

02

Transparent real-time processing

Transparent, traceable, real-time detection of aberrant behaviours or states — with high throughput and low computational requirements.

03

Multiple use cases

A generic AI addressing many use cases — from market-regime change to trading, fraud and customer-transaction anomaly detection.

02 Under the hood

Proprietary technology expertise

Fintica AI processes very large data feeds, in real time, with very low computing requirements — an industrial-grade proprietary AI pipeline, uniquely capable of handling structured, temporal financial and alternative data sets.

Semi- and unsupervised pipeline components enable pattern recognition, anomaly detection and predictive modelling with unmatched online-learning capabilities.

  1. Step 01

    Ingest

    Structured, temporal financial & alternative data

  2. Step 02

    Recognise

    Pattern recognition across feeds

  3. Step 03

    Detect

    Real-time anomaly detection

  4. Step 04

    Predict

    Predictive modelling, online learning

03 Use cases

One generic engine, many applications

Market-regime change Trading signals Fraud detection Customer-transaction anomalies Risk management Surveillance & compliance

Get in touch

Let's talk about your markets challenge

Discover how Fintica AI’s autonomous AI can enhance your investment, risk and market-infrastructure operations.