Monitoring, Risk & Anomaly Detection

Monitoring & Analytics

What you do not measure, you cannot improve. What you cannot see, you cannot manage.

Operational data, event flows, system metrics, sensor signals: every business process produces a continuous stream of information. In most cases, this flow is aggregated into static reports, viewed with delay and used to explain what has already happened — not to anticipate it.

We build monitoring and analytics systems that transform data flows into continuous operational visibility: real-time dashboards, intelligent alerting, pattern recognition on time series, automatic anomaly detection.

Problems we solve

Blocked knowledge, critical dependencies and inefficiencies holding back growth

Fragmented operational visibility

Data exists, but is scattered across different systems, in different formats, updated at different frequencies.

Static reports that arrive late

Knowing what happened last week does not help manage what is happening now. Effective monitoring is continuous, not periodic.

Anomalies detected too late

An anomaly in operational data contains valuable information. Detecting it late means intervening when the damage is already done.

Manual alerts and static thresholds

Alerting systems based on fixed thresholds generate too many false positives or miss relevant events.

Use Cases

Real projects, measurable results

Continuous monitoring system on journalistic article flows for support of anti-money laundering and…

Press monitoring and media intelligence — AML

Continuous monitoring system on journalistic article flows for support of anti-money laundering and due diligence activities. The system automatically acquires, classifies and analyzes hundreds of articles a day, identifies subjects and crimes, and produces structured and traceable intelligence on a continuous basis.

From unstructured flow to operational intelligence, in real time.

Press monitoring and media intelligence — AML

Visual monitoring pipeline on Oil & Gas plants and solar farms: continuous analysis of drone footag…

Anomaly monitoring on industrial plants

Visual monitoring pipeline on Oil & Gas plants and solar farms: continuous analysis of drone footage and thermographic images for automatic anomaly detection, with real-time alerting and operational dashboards.

Anomalies detected before they become problems.

Technology Corner

The architecture and technologies that make the difference

Our projects don't rely on off-the-shelf solutions. Every system is designed on the right architecture for the specific problem — and the technology choice makes the difference between a tool that works in demo and one that holds up in production.

Data ingestion and streaming

✓ Real-time data acquisition pipeline
from heterogeneous sources: sensors, logs, APIs, databases
✓ Stream processing with event-driven architectures
for handling high volumes
✓ Normalization and integration of data flows
in different formats and frequencies

Anomaly detection and dashboarding

✓ Time series anomaly detection models
automatic detection of anomalous patterns
✓ Adaptive alerting
based on dynamic baselines, not static thresholds
✓ Real-time operational dashboards
for continuous visibility on critical KPIs

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