Custom AI systems and platform builds
For businesses that need something built from the ground up. Custom machine learning models, data analytics platforms, cloud AI integration, and full enterprise platform builds. Every engagement starts with a defined success metric and is led by Colter Mahlum personally. No account managers, no offshore handoffs.
What we build
- AI strategy and roadmapping. Prioritized AI investment plans sequenced by ROI, risk, and data readiness.
- Machine learning development. Forecasting, classification, anomaly detection, NLP, and computer vision models built for production.
- Data analytics platforms. Modern data warehouses, executive dashboards, and AI-powered reporting.
- Cloud AI integration. Model training and inference with full MLOps pipelines and monitoring.
- Digital transformation. Replacing fragmented point solutions with a unified, AI-native platform.
- Predictive analytics. Churn prediction, demand forecasting, risk scoring, and equipment failure prediction.
- AI security and governance. Compliance-grade guardrails for HIPAA, financial services, and aerospace requirements.
See the results: 12 platforms we have shipped.