Supply Chain

DGS supports the evolution of Supply Chain processes towards more cognitive and resilient models, integrating data, AI, simulations and orchestration to improve planning, control and execution.

The new needs of the supply chain

Supply Chains are moving towards more adaptive models, able to read internal and external signals, evaluate alternative scenarios and support faster decisions across the value chain.

Real-time resilience

Organizations need to detect events, disruptions and scenario changes, assessing their impact on demand, inventory, production and supply.

Scenario-driven planning

Decision quality depends on the ability to simulate alternatives, compare what-if scenarios and measure potential effects before execution.

End-to-end orchestration

Data, functions, tools and agents need to work together to connect planning, operations, procurement and cost control.

Continuous learning

Feedback, outcomes and best practices can feed an evolving knowledge base, improving forecasts, simulations and operational decisions over time.

Modernizing the Supply Chain

DGS approaches Supply Chain transformation as a path that connects data, AI, simulation and governed workflows, helping organizations move from forecasting to adaptive resilience.

Cognitive Planning

AI, algorithms and simulation models support demand forecasting, scenario analysis and impact assessment across products, warehouses and customers.

Agentic Orchestration

Agents and orchestrators coordinate information, tools and operational flows, creating action plans and alternative scenarios to support decision-making.

Scenario Intelligence

Structured data, external sources, news feeds and knowledge bases support impact analysis, root cause analysis and scenario comparison.

Governed Execution

Dashboards, notifications, collaboration rooms and feedback loops help users evaluate alternatives, select scenarios and govern execution.

What We Do for the Supply Chain

We combine technology expertise, AI 6 Data, proprietary platforms and orchestration capabilities to support analysis, simulation, decision-making and execution across Supply Chain processes.
+40%

Forecast accuracy for finished product sales

+85%

Accuracy of proposed actions for non-conformity management

ComplEtE®

Proprietary Supply Chain Platform

Cognitive Supply Chain

ComplEtE® enables an end-to-end Cognitive Supply Chain model, integrating data, agents, simulations, dashboards and decision workflows into a modular ecosystem.

Understanding

The platform ingests and contextualizes structured and unstructured data, including master data, time series, news feeds, documents and operational information.

Orchestration

The orchestration model coordinates agents, tools and information flows, creating action plans and activating simulation scenarios based on business objectives.

Validation

Simulations, KPI analysis and scenario comparison help evaluate alternatives, identify bottlenecks and propose performance improvement actions.

Execution

Dashboards, notifications, reports and collaboration rooms support users in selecting the right scenario and activating operational actions.

Discover ComplEtE® Platform

DGS’s proprietary platform supports a more cognitive, resilient, and well-governed supply chain, leveraging data, simulations, AI, and collaborative workflows to analyze scenarios, evaluate alternatives, and accelerate operational decision-making.

Related Contents

DGS insights and resources to explore how AI, data, platforms and governance are transforming planning, operations and decision-making models.
AI&Data Sense, Digital Engineering, Smart Enterprise

ComplEtE® included for another consecutive year in Gartner research on Multienterprise Collaboration Networks

In 2026, ComplEtE® is once again featured in Gartner research on Multienterprise Collaboration Networks. The DGS platform combines end-to-end visibility, collaboration, intelligence and optimization capabilities to support increasingly effective decision-making across the supply chain.
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DGS at the Supply Chain Planning Observatory 2025–2026: Resilience, AI and Advanced Planning

At the Observatory’s final conference, DGS shared its perspective on how collaboration and AI can make planning processes more understandable, collaborative and responsive.
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What is Physical AI: the learning factory - DGS

Integrates robotics, sensing and MES, ERP and PLM systems to optimize production, quality and supply with continuous learning.
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DGS at the ServiceNow AI Summit in Milan: AI, data and workflows to accelerate the transformation of enterprise processes

On June 17, 2026 at East End Studios, the event brings together professionals and partners to discuss AI Control Tower, data, and workflows.
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DGS contributes to the Professional Certificate programme at the Politecnico di Milano Graduate School of Management by providing expertise from the Microsoft Centre of Excellence

The Politecnico di Milano 2026 program includes online lessons on Azure, Fabric, Copilot Studio, and Agentic AI for managers and technical professionals.
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DGS brings Agentic AI’s new solutions to the Microsoft Marketplace

The suite includes My Intelligent Assistant, LeadIA and Tender Agent, with applications in HR, procurement, operations and sales.
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Make your Supply Chain more cognitive?

Contact us to assess how AI, data, simulations and orchestration can be applied to your Supply Chain processes.