Logistics & Supply Chain Industrial Manufacturing Collaborative
Connecting Teams and Data: A Path to Better Decision-Making in Manufacturing
Original from ManufacturingDive.com: How and why operations leaders are connecting teams and data for better decisions and results

Connecting Teams and Data: A Path to Better Decision-Making in Manufacturing

Manufacturers face challenges in decision-making due to siloed data and departmental priorities. Engineering, procurement, and operations often operate independently, leading to short-term focus over long-term strategy. To adapt to pressures like AI and electrification, companies must connect data across functions, enabling informed decisions that consider the entire business impact.

The disconnect in data leads to inefficiencies, with teams unable to see dependencies until late in the process, resulting in wasted time and resources. As the pain of disconnected data is expected to increase significantly in the coming years, proactive measures are essential. Companies that address these issues early can prevent costly problems and enhance their operational resilience.

To improve decision-making, manufacturers should establish cross-functional teams that include members from engineering, procurement, supply chain, and finance. This collaborative approach, often referred to as a Center of Excellence, is crucial for standardizing processes and leveraging shared data effectively. By focusing on people and processes before technology, organizations can create a more integrated and agile operational culture.

Editor's Note

The manufacturing sector is increasingly challenged by the need for integrated decision-making amid evolving technologies. As companies face pressures from AI and electrification, the ability to connect teams and data becomes critical. This shift requires a cultural change towards collaboration and shared objectives, which can enhance efficiency and responsiveness in operations.

RobotToday Initiative

Robotics needs a service framework.

RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.

Share

Related Articles/News

AI Ultrasound Robots Revolutionize Congenital Heart Defect Surgery with Intelligent Imaging

AI Ultrasound Robots Revolutionize Congenital Heart Defect Surgery with Intelligent Imaging

Recently, a medical team in China successfully performed a congenital heart defect closure surgery using an AI-assisted ultrasound robot. This operation, conducted by the Sixth Medical Center of the PLA General Hospital, involved a 48-year-old male patient and marks the first global use of an AI ultrasound robot with intelligent imaging capabilities for s...

AI in Healthcare Surgical Robotics Cardiovascular Technology
China Achieves First AI-Guided Surgery for Congenital Heart Disease Using Intelligent Robotics

China Achieves First AI-Guided Surgery for Congenital Heart Disease Using Intelligent Robotics

Recently, a medical team in China completed the world's first AI ultrasound robot-assisted interventional procedure for congenital heart disease. Conducted by the Cardiovascular Medicine Department of the Sixth Medical Center of the PLA General Hospital, this surgery marks a significant milestone in the clinical application of intelligent technology in he...

AI in Healthcare Surgical Robotics Medical Imaging
Restaurant Robots Enter Real Operations: Efficiency and Cost Challenges Ahead

Restaurant Robots Enter Real Operations: Efficiency and Cost Challenges Ahead

Restaurant robots are transitioning from exhibitions to real operations, with significant implications for efficiency and cost. In late August, a dual-arm robot developed by Sharpa began working at a DQ store in Shanghai, completing 55 steps to make ice cream using existing equipment and ingredients. While the robot's production time is currently longer t...

Restaurant Automation Robotics AI
Jinan's Three-Year Action Plan for AI Integration in Manufacturing

Jinan's Three-Year Action Plan for AI Integration in Manufacturing

In September 2026, Jinan's Bureau of Industry and Information Technology, along with 13 other departments, released the 'Action Plan for Implementing AI + Manufacturing (2026-2028)'. This plan aims to address the critical transition from AI as a concept to its practical application in manufacturing, particularly focusing on overcoming data fragmentation a...

AI in Manufacturing Industrial Automation Data Integration
Hanwha Aerospace Introduces K9 Howitzer Concept Featuring VTOL Drone Integration

Hanwha Aerospace Introduces K9 Howitzer Concept Featuring VTOL Drone Integration

Hanwha Aerospace has introduced a novel operating concept for its K9 self-propelled howitzer, incorporating vertical take-off and landing (VTOL) drones. This integration is designed to enhance artillery operations by improving targeting and battle assessment capabilities, which are crucial for modern warfare. The significance of this development lies in i...

News
China’s Dexterous Hand Industry, 2026 Part 3 — The Players

China’s Dexterous Hand Industry, 2026 Part 3 — The Players

Five vendor archetypes, MIR’s composite top ten, eight company profiles and six field deployments — every firm linked to the RobotToday supplier directory.

Components and Hardware Humanoids
Pentagon Faces Challenges in Addressing Rising Operational Costs for FY26

Pentagon Faces Challenges in Addressing Rising Operational Costs for FY26

The Pentagon is grappling with increasing operational costs for fiscal year 2026, prompting discussions on potential solutions. A former official expressed concern about the situation, indicating a sense of urgency in addressing these financial challenges. As the fiscal year approaches, stakeholders will be closely monitoring the Pentagon's strategies to ...

Congress Pentagon continuing resolution
Data Collectors at JD Teach Robots to Live Like Humans Through Daily Activities

Data Collectors at JD Teach Robots to Live Like Humans Through Daily Activities

At JD's Robot Data Collection Center in Suqian, data collectors are teaching robots to mimic human activities such as cooking and scanning. This innovative approach transforms everyday actions into precise data points, essential for training embodied intelligent models. The center aims to collect over 10 million hours of quality data within two years, rec...

AI Data Collection Robotics
China’s Dexterous Hand Industry, 2026 Part 1 — The Demand Picture

China’s Dexterous Hand Industry, 2026 Part 1 — The Demand Picture

MIR Databank puts China dexterous hand shipments above 30,000 units in 2026, yet only 3.5% of 2025 demand came from factory production. Part 1 of 3.

Components and Hardware Humanoids
China’s Dexterous Hand Industry, 2026 Part 2 — The Technology

China’s Dexterous Hand Industry, 2026 Part 2 — The Technology

Linkage, tendon, direct drive or hybrid — and why hardware is converging while the DL1–DL5 manipulation scale decides who wins. Part 2 of 3.

Components and Hardware
Public Backlash Grows Against Data Center Expansion Across Asia Amid Energy Concerns

Public Backlash Grows Against Data Center Expansion Across Asia Amid Energy Concerns

Residents and community groups across Asia, from Australia to India, are increasingly opposing the establishment of large AI data centers due to concerns over their impact on local electricity supplies and community well-being. In Moss Vale, Australia, opposition began within a local WhatsApp group, highlighting grassroots resistance to the energy demands...

Blueprint for Securing Cross-Border Trade Between the U.S. and Mexico

Blueprint for Securing Cross-Border Trade Between the U.S. and Mexico

A new white paper outlines strategies for supply chain executives to enhance security in cross-border trade between the U.S. and Mexico. It provides a detailed framework aimed at mitigating risks and ensuring customs compliance, which are critical for maintaining smooth operations in international trade. This guidance is significant as it addresses the co...

Related Suppliers

MetOcean Telematics (MetOcean Data Systems)

Canadian developer of oceanographic data collection systems, telemetry buoys, and communication solutions for AUVs, ASVs, and marine environmental monitoring.

Logistics & Supply Chain Cloud & Data Software & Algorithm Provider

OnFarm Systems

Precision agriculture SaaS platform integrating farm hardware and data into a unified decision management system.

Automation Controls & Engineering, LLC

Michigan Level 3 FANUC Authorized Integrator building custom automation and test systems for automotive, battery/EV, off-highway, and military sectors.

Industrial Manufacturing Logistics & Supply Chain System Integrator

Beijing Co&Co Intelligent Technology Co., Ltd. 北京可安可智能科技有限公司

Beijing Co&Co builds outdoor, quadruped, and multimedia inspection robots with triple-lidar sensing for parks, energy sites, and transit facilities.

SpirOps AI

Paris-based independent AI lab since 2004; specializes in crowd simulation, autonomous vehicle AI, and robot decision-making for Stellantis and Alstom.

Education & Research Autonomous Vehicle / UGV Software & Algorithm Provider

Palantir Technologies

US software company building Gotham and Foundry data/AI platforms used for defense, autonomous sensor tasking and industrial operations decision-making.

Mobile Industrial Robots

MiR offers a range of Autonomous Mobile Robots (AMRs) designed for intralogistics applications. The MiR250, MiR600, and MiR1350 models provide varying payload capacities and operational speeds, enabling efficient material handling. Customizable top modules allow for diverse functionalities, including towing and lifting. MiR's solutions facilitate seamless integration into existing workflows, optimizing internal transportation processes and enhancing operational efficiency.

Motive Robotics

US developer of autonomous robotic systems for industrial material handling applications.

Vexma Technologies

India additive manufacturing service provider founded 2015, offering metal and polymer 3D printing, CNC machining, and injection moulding from Gujarat.

Beijing Aqiu Technology (Aqrose) 北京阿丘科技有限公司

Chinese AI machine vision company providing industrial defect detection software, 3D cameras and robot vision systems for quality control in manufacturing.

Industrial Manufacturing Software & Algorithm Provider Perception & Vision

inJoin the RobotToday community on LinkedIn

Daily robotics news, in-depth analysis, conference highlights, and discussions with professionals worldwide.