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Machine Learning & Predictive Analytics

Forecasting, scoring, recommendation, anomaly detection — the classical ML workhorses still produce the steadiest ROI in the AI portfolio. Edge91 builds them with MLOps discipline so they keep performing after the data drifts.

Deliverables

What this practice ships

Demand & Revenue Forecasting

Time-series models for inventory, staffing, pricing and cash-flow planning.

Risk & Fraud Scoring

Real-time classification pipelines for transactions, claims and applications.

Recommendation & Personalization

Next-best-offer and content ranking tuned to your conversion economics.

Anomaly Detection

Outlier detection across operations, finance and equipment telemetry.

Computer Vision

Inspection, OCR, and visual search models deployed at the edge or in the cloud.

MLOps & Model Monitoring

CI/CD for models, drift detection, retraining pipelines and performance dashboards.

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