Service

Machine Learning

From churn prediction to fraud detection — we build, train, and deploy ML models tailored to your business data and goals.

We design, train, and deploy machine learning systems built around your business data. From fraud detection to demand forecasting to personalization engines — models that continuously retrain on new data, improving automatically as your business grows.

Key Features

Custom Model Training

Models trained from scratch on your proprietary data — no generic pre-trained solutions forced into your workflow.

Predictions (Sales/Demand/Churn)

Turn historical patterns into forward-looking decisions — demand forecasting, churn prediction, revenue modeling, and more.

Fraud Detection

Real-time anomaly detection and classification models that flag suspicious transactions and behavior before damage occurs.

Recommendation Algorithms

Personalization engines that serve the right product, content, or action to each user — increasing engagement and revenue per session.

Who It's For

Fintech & Finance E-commerce Healthcare Logistics & Supply Chain SaaS Platforms Enterprise Operations

Specialized ML Offerings

Custom Model Training
€2,500–€12,000 MVP · €12,000–€50,000+ Pro
Classification Regression Time Series
Predictions
€2,500–€12,000 MVP · €12,000–€50,000+ Pro
Sales Forecasting Demand Churn
Fraud Detection
€2,500–€12,000 MVP · €12,000–€50,000+ Pro
Anomaly Detection Fintech E-commerce
Recommendation Algorithms
€2,500–€12,000 MVP · €12,000–€50,000+ Pro
Personalization Collaborative Filtering Content-Based

Case Study

Case Study — Finance

A system that gets smarter every single day

We built Frontline One Capital a custom ML pipeline that ingests daily market data, retrains signal classification models automatically, and serves predictions via a real-time API — eliminating manual model management entirely.

Models retrain automatically on new market data
Signal classification accuracy improved 40% over 3 months
Zero manual intervention required after deployment

Pricing

MVP
€1,000–€4,000
+ €250–€800/mo
  • Single model / use case
  • Training on provided dataset
  • REST API deployment
  • Monthly retraining

See full pricing details →

Tech Stack

Python / PyTorch scikit-learn FastAPI MLflow PostgreSQL Docker / Cloud

Let's Build This Together

Tell us about your project and we'll scope a solution within 48 hours.

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