# Advanced Analytics | BI & Machine Learning – AvantIT

> Advanced analytics combining BI and Machine Learning to identify patterns, predict trends and help SMBs make data-driven decisions.
Canonical: https://www.avantit.pt/en/services/data-ai/advanced-analytics/
Source: AvantIT — https://www.avantit.pt (Microsoft Solutions Partner, Matosinhos, Portugal)

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Data & AI 

# Advanced Analytics

 

Turn data into competitive advantage. Anticipate the future and make decisions based on facts, not intuition.

 [View Dashboards](https://www.avantit.pt/en/contact/) 

## What Do Your Data Say?

 

Descriptive analytics ("what happened") is no longer enough. Leading companies use predictive analytics ("what will happen") and prescriptive analytics ("what should we do") to lead the market.

 

At Avantit, we combine data science with business knowledge to create models that solve real problems and generate measurable ROI.

 
- Data storytelling
- Explainable models (XAI)
- Integration with business processes
- Democratization of data access 
![Power BI advanced analytics and predictive modelling by AvantIT — business intelligence, machine learning and forecasting]
 

## Methodologies

 

### Predictive Modeling

 

Using Machine Learning algorithms to forecast future trends based on historical data.

 

### Customer Segmentation

 

Advanced clustering to identify groups of customers with similar behaviors and personalize offers.

 

### Interactive Dashboards

 

Visualization of complex data in intuitive and actionable Power BI reports for management.

 

### Anomaly Detection

 

Automatic identification of unusual patterns in financial transactions or industrial operations.

 

## Success Stories

 [![Sales Forecasting] Sales Forecasting Accurate estimation of future revenue to optimize inventory and financial planning. Read Case Study](https://www.avantit.pt/en/projects/dashboard-predictivo/) 
![Churn Prediction]
 

### Churn Prediction

 

Identification of customers at risk of leaving for proactive retention actions.

 
![Fraud Detection]
 

### Fraud Detection

 

Real-time monitoring to block suspicious activities and protect the business.

 

## Want to predict the future of your business?

 

Start using your data strategically today.

 [Schedule Demo](https://www.avantit.pt/en/contact/)