A selection of engagements where Velix turned AI strategy into measurable, transformative business impact.
Challenge: A national bank was losing millions to fraud with slow, rules-based systems. Solution: A streaming ML platform scoring transactions in real time. Technology: PyTorch, Kafka, feature store, AWS. Timeline: 14 weeks to production.
Challenge: Clinicians spent hours daily on documentation. Solution: A HIPAA-aware LLM assistant that summarizes records and drafts notes. Technology: Claude, RAG, vector DB, secure cloud. Timeline: 9 weeks to production.
Challenge: Unplanned downtime was crippling output. Solution: Sensor-driven ML models predicting equipment failure before it happens. Technology: Time-series ML, IoT, Databricks. Timeline: 16 weeks.
Challenge: Overstock and stockouts eroding margins. Solution: Forecasting models plus a real-time recommendation engine. Technology: XGBoost, embeddings, GCP. Timeline: 12 weeks.
Challenge: High customer churn and reactive network ops. Solution: Predictive churn models and an AI network-optimization layer. Technology: Deep learning, MLOps, Kubernetes. Timeline: 15 weeks.
Challenge: Rising fuel costs and inefficient routing. Solution: An AI route-optimization and demand-planning platform. Technology: Optimization, ML, cloud-native. Timeline: 13 weeks.
Let's discuss how Velix can deliver measurable AI results for your organization.