Resources

Data and AI, explained.

Answers and perspectives on topical matters — client stories, transformations, and practical AI thinking.

Client Stories

Retail: Predictive Demand and Merchandising Planning

Over 100 stores and thousands of SKUs replanned end-to-end — replacing fragile XLS workflows with an Intelligent Retail Planning System on AI Cloud Foundry.

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Retail Singapore · Client Story

Retail: End-to-End Warehouse & Inventory Intelligence

Know what you actually have — across every channel, every SKU.

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Supply Chain Logistics · Client Story

Logistics : AI-driven Supply Chain - Just-in-Time Automotive

A global logistics provider unified planning, warehousing, transport and procurement into a single AI-driven supply-chain platform — delivering the right part to the right assembly line at the right time.

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FMCG Manufacturing · DMK Group

FMCG Manufacturing: Demand Forecasting & Product Mix Optimisation

DMK Group unified sales, finance, manufacturing, and supply chain data into one AI-driven planning model — enabling demand forecasting, scenario modelling, and product mix optimisation.

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Utilities & Environmental Services · AVA Augsburg

Energy: AI-Assisted SAP Data Cleanse & Migration

AVA Augsburg cleansed and converted a long-running SAP ECC landscape to S/4HANA using Q-nnect's SAP-certified, AI-assisted Platform Q! — zero-copy loads, embedded AI/ML across every migration phase, and auditable results for a regulated public utility.

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Pharmaceutical Distribution · Client Story

Logistics: AI-Driven Supply Chain Mission-Critical Operations

Regional, manual planning replaced with one connected platform and a shared national view of demand and stock — an ontology-driven Operational Decision System for mission-critical hospital supply.

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