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Manufacturing Operations

AI on the shop floor — scheduling, quality, OEE and connected workforce.

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East West Manufacturing acquires VexosHigh
Electronics Manufacturing and Network Capacity·2026-07-02

East West Manufacturing acquires Vexos

East West Manufacturing has acquired Vexos, expanding its electronics-manufacturing and supply-chain network across the United States, Canada, Mexico, China and Vietnam and adding capacity for high-mix, regulated products and AI-data-centre equipment.
The Dataleo angle
The affected decision is where to allocate complex product introductions and qualified production across a larger footprint. Value depends on harmonising supplier qualification, engineering changes, capacity and quality standards. The failure mode is adding geographic options without creating a usable cross-site allocation model.
East West Manufacturing / Business Wire
Daher expands LeanDNA APEX to standardize supply chain execution across three continentsHigh
Supply chain execution, multi-ERP standardization and inventory performance·2026-06-17

Daher expands LeanDNA APEX to standardize supply chain execution across three continents

Daher is expanding its use of LeanDNA APEX to standardize supply chain execution across operations on three continents. The platform is intended to provide common KPIs, workflows and AI-assisted recommendations despite multiple SAP environments and historically manual reporting processes.

The deployment supports tactical buyers and operational teams working on material availability, supplier performance, inventory priorities and execution risks. The objective is to create a shared operational layer above fragmented ERP environments.

The partnership is a concrete example of manufacturers using AI-enabled execution platforms to harmonize decisions without waiting for a full core-system transformation.

The Dataleo angle

This case is relevant for the Governed Middle Layer concept. A shared execution layer can improve consistency across ERP instances, but it can also become another parallel system if KPI definitions, action ownership and override rules are unclear.

Daher will need strong governance around data synchronization, decision rights, exception handling and the boundary between recommendations in LeanDNA and transactions executed in SAP.

LeanDNA / PR Newswire
Wipak selects RELEX for connected demand, inventory and production planningHigh
Connected manufacturing planning and machine-learning forecasting·2026-05-13

Wipak selects RELEX for connected demand, inventory and production planning

Wipak has selected RELEX to connect demand, inventory and production planning. The manufacturing group will use machine-learning forecasting and shared planning processes to improve end-to-end visibility and coordination.

The Dataleo angle

Connected planning needs aligned product, capacity and inventory definitions, with clear ownership of production trade-offs and forecast overrides.

RELEX Solutions
SAP embeds agents into manufacturing and supply-chain workflows at Hannover MesseHigh
Agentic AI, resilient manufacturing and supply-chain workflows·2026-04-20

SAP embeds agents into manufacturing and supply-chain workflows at Hannover Messe

SAP presented new agentic AI capabilities for manufacturing and supply-chain workflows at Hannover Messe 2026. The announcements connect business data, operational processes and AI-supported actions across industrial environments.

The Dataleo angle

Agents embedded in core workflows require governed master data, role-based permissions and clear accountability when recommendations cross planning, manufacturing and maintenance boundaries.

SAP
DENSO transforms global supply-chain operations with Oracle Fusion and embedded AIHigh
Global supply-chain data, ERP transformation and embedded AI·2026-04-15

DENSO transforms global supply-chain operations with Oracle Fusion and embedded AI

DENSO is moving global supply-chain operations to Oracle Fusion Applications to improve data accuracy, decision speed and access to embedded AI capabilities. The transformation aims to create a more consistent operating foundation across regions and functions.

The Dataleo angle
The affected decision is how DENSO uses Oracle Fusion to harmonize planning, procurement and execution globally. Value requires common master data, standardized processes and accountable exceptions; the principal failure mode is centralizing transactions without improving local capacity, inventory or supplier decisions.
Oracle
Kinaxis and Tosoh launch an AI-powered supply-chain transformationHigh
·2025-06-24

Kinaxis and Tosoh launch an AI-powered supply-chain transformation

Tosoh selected Kinaxis Maestro to improve visibility, collaboration and response speed across its complex chemical-industry supply chain.

The Dataleo angle
The affected decision is how Tosoh uses Kinaxis Maestro to synchronize planning across chemical Manufacturing. Value requires current constraints, consistent product and network data and accountable scenario choices; the principal failure mode is a global planning layer that does not reflect plant-level realities or execution readiness.
Kinaxis