T7 builds supply-chain planners that combine hierarchical forecasting with scenario simulation — so planners spend time deciding, not spreadsheeting.
Spreadsheet-driven S&OP lags demand signals by weeks; stock-outs and dead stock swing margin every quarter.
Legacy APS tools don't handle promotions, weather and new-SKU cold-start well.
Hierarchical forecasts at SKU × location × day with promotional, weather and event features; new-SKU cold-start via similar-item embeddings.
Scenario simulator lets planners test what-if changes to promo, price or lead time.
Recommendations write back to SAP IBP, o9, Kinaxis or your APS of choice.
Nightly hierarchical forecasts across SKU/store/DC with promo + weather features.
Replenishment + allocation recommendations respecting lead time, MOQ and shelf-life.
Planners test scenarios before committing; system tracks forecast vs. actual on every run.
Production ML for forecasting, churn, risk and pricing — trained on your data.
Explore serviceAI-native automation that reads, decides and acts across your systems.
Explore serviceProduction-grade GPT, Claude, Gemini and open-source LLMs — grounded in your data.
Explore serviceNo — we plug into them. AI improves forecast and recommendation quality; the APS remains system of record.
2+ years for seasonal categories; 6–12 months plus similar-item cold-start works for newer SKUs.
Live MAPE per hierarchy level with alerts on regressions; monthly QBRs with planners and demand review.
Industries where this workflow ships, the insights behind it, and the tradeoffs to weigh.
AI for hotels, restaurants and cloud kitchens
AI for power, oil, gas and renewables
AI for farming, agri-inputs and supply chains
How to design, build and deploy AI agents that plan, call tools and take real actions inside enterprise workflows — without breaking production.
Jetson, OpenVINO, Coral and the model-optimisation tricks that make production CV run offline at the plant.
Exposing enterprise systems to AI: REST vs MCP
Self-hosted open-source LLM vs managed frontier API
Talk to a senior AI consultant from T7 about your industry, workflow, or product idea. Free, no commitment — reply within one business day.