Machine Learning & Forecasting for Business
Build forecasting and classical-ML models that planners trust — and know when an LLM is the wrong answer.
AI Enablement for Machine Learning & Forecasting for Business
Gennoor Tech AI Enablement helps analytics-and-finance teams build forecasts and tabular ML models that actually get used in planning meetings. We bring the Azure ML reference architecture, classical-and-foundation-model time-series patterns and the evaluation discipline that earns sign-off from finance and operations. Our delivery is hands-on against your data, with an MLOps tier matched to your real scale.
Diagnose
Audit your current forecasts and decision processes; classify use cases against the ML / LLM / statistics filter; baseline accuracy of the existing process (often Excel).
Train
Run this 2-day course for analytics, planning and engineering, then certify a lead modeller and an MLOps owner on the Azure ML workflow.
Innovate
Build baseline + classical-ML + foundation-model time-series candidates against your real data; pick the winner on WAPE, latency, cost and explainability.
Build
Productionise the chosen model on Azure ML with the right MLOps tier (batch endpoint, online endpoint, scheduled pipeline), drift monitoring and a rollback runbook.
Sustain
Stand up the monthly model-health review, retraining cadence and human-in-the-loop override; coach the planning team through the first three drift incidents.
Book a call about Machine Learning & Forecasting for Business
30-minute working session with our team. Bring your current state, your constraints and the outcome you need — we'll come back with the right phase to start and a realistic delivery shape.