Industry 4.0 refers to the current trend of automation and data exchange in manufacturing technologies. It involves the connection of cyber-physical systems, the Internet of Things, cloud computing and cognitive computing using sensors, software and data exchange to drive better business decision-making. This new era of flexible automation is changing the way goods are warehoused and distributed through the use of intelligent sensors, robotics and modular systems that are easily adaptable. Warehouse 4.0 aims to optimize operations through greater flexibility, reduced costs, modular automation and improved customer satisfaction.
Most Significant Trends Impacting Global Supply Chain and Manufacturing Teamsbobferrari823
Within the next five years, five converging mega-trends will impact global supply chain and manufacturing teams. This presentation reviews these trends and offers conclusions as to their impact.
This presentation provides a brief overview of the key business challenges facing the automotive industry today and how OpenText helps companies address these challenges via OpenText Trading Grid, the world’s largest cloud integration platform. The presentation also provides a few short case studies on how companies are using OpenText solutions. Updated May 2014
Industry 4.0 - The State of the Nations - Executive SummaryInfosys
The first major study in the field of Industrial Manufacturing to shed light on asset efficiency as a major driver for competiveness and to identify company-specific readiness and maturity for Industry 4.0 enabled asset efficiency.
Industry 4.0 Walk Through - Accialini Training & ConsultingNicola Accialini
Accialini Training & Consulting provides support in Industry 4.0. Please visit our website www.accialiniconsulting.com or send us an email at info@accialiniconsulting.com for additional info.
Please don't forget to subscribe to our newsletter!
Most Significant Trends Impacting Global Supply Chain and Manufacturing Teamsbobferrari823
Within the next five years, five converging mega-trends will impact global supply chain and manufacturing teams. This presentation reviews these trends and offers conclusions as to their impact.
This presentation provides a brief overview of the key business challenges facing the automotive industry today and how OpenText helps companies address these challenges via OpenText Trading Grid, the world’s largest cloud integration platform. The presentation also provides a few short case studies on how companies are using OpenText solutions. Updated May 2014
Industry 4.0 - The State of the Nations - Executive SummaryInfosys
The first major study in the field of Industrial Manufacturing to shed light on asset efficiency as a major driver for competiveness and to identify company-specific readiness and maturity for Industry 4.0 enabled asset efficiency.
Industry 4.0 Walk Through - Accialini Training & ConsultingNicola Accialini
Accialini Training & Consulting provides support in Industry 4.0. Please visit our website www.accialiniconsulting.com or send us an email at info@accialiniconsulting.com for additional info.
Please don't forget to subscribe to our newsletter!
Key Contents -
Trends in the Manufacturing Sector
Key Statistics and Challenges
Digital Transformation Strategy Development Steps
Use-Cases in Manufacturing
Market Map Landscape - By Leaders, Star-ups, Segments & Sub Segments (Managing Technology Risks)
Drivers of M&A in Industry 4.0
Benchmarking the start-ups and investments/acquisition options for Market Leaders
Critical logistics technology in the 21st centuryAnkit Moonka
Hot topics in logistics innovation through the past years
Right here, right now:
Megatrends driving logistics innovation
Technologies driving logistics innovation
Technology drivers for logistics innovation
Some notable technology trends
Overview: summary of the key trends
Best practice and use cases
References and sources
Globalization is no longer a challenge of the future, rather a recognized fact in daily business. With increasing complexity in supply chains, it is becoming more difficult to efficiently control them.Together with our customers, we optimize supply chains from strategic orientation to daily operations. We increase overall potentials and position your supply chain optimally over the long-term through a detailed analysis of customer expectations, the integration of all levels of hierarchy involved and by developing relationships with strategic suppliers.
The Next Wave of Manufacturing Relies on Plant Operations TransformationCognizant
To enable agility, predictability, responsiveness and efficiency, manufacturers must think holistically about their factories and develop integrated and harmonized capabilities that connect the supply chain with a new product introduction value stream.
Save to in invest: in challenging economic times, Managed services is the way...Mahmoud Dasser
Indonesia CXO leadership Forum
- Save to in invest: in challenging economic times, Managed services is the way to go!
- Managed Services can enable better Government Services in Cost Effective Way
The 2021 State Of Ecosystem & Application Integration SurveyConnorHolbert
n 2021, companies find themselves with a new perspective,
better understanding, and a more purposeful urgency to modernize
their supply chain integration solutions.
See how the world’s leading integration experts plan to leverage
Ecosystem Integration to accelerate growth going forward.
See more here: https://www.cleo.com/reports
Catalyst Investors has a long-standing history investing in businesses at the intersection of SaaS and financial services & technology, with most recent examples including MINDBODY (payments & business management SaaS for health & wellness businesses), Clinicient (revenue cycle management collections, EMR, and practice management SaaS for physical & occupational therapists), and Fusion Risk Management (business continuity SaaS sold to financial institutions and other F1000 enterprises). Lately, Catalyst has spent more time researching the FinTech sector and has published two reports to broadcast the team’s findings:
• FinTech Market Overview – a primer that segments the FinTech ecosystem based on end-market and business model (e.g., enablers vs. replacers)
• Enterprise Financial Management: Solutions for the Office of the CFO – a deeper look into software and tech-enabled services enabling businesses and their finance function to work more efficiently
Implementation horizontal and vertical integration in industry 4emilybrown8019
Consistently connected equipment and production units each become an object with distinct properties within the manufacturing network. They always communicate their performance status and, jointly, respond autonomously to dynamic production needs.
Digital transformation is the reinvention of an organization through the use of digital technology, to optimize the way of working of the company and its employees. Organizations must update and implement new technologies, tools, and platforms that are increasingly necessary for business life.
A presentation on the Industry 5.0 evolution which builds upon Industry 4.0 and Society 5.0 to reintroduce the lost social, environment and human dimensions.
The survey revealed that respondents consider Industry 4.0 manufacturing as a crucial initiative, with 90% expressing the belief that it will have a significant impact in the next five years.
The term Industry 4.0 methods were restored at Hannover Messe in 2011 by the working gathering which displayed directions to the German Government on Guidelines and suggestion for Industry 4.0. Industry 4.0 is the Fourth Industrial Revolution where Cloud Computing, Cyber-Physical Systems, Cognitive Computing, Internet of Things, Robotic Automation, Connected Machines are changing over manufacturing plants into Smart Production Systems.
Key Contents -
Trends in the Manufacturing Sector
Key Statistics and Challenges
Digital Transformation Strategy Development Steps
Use-Cases in Manufacturing
Market Map Landscape - By Leaders, Star-ups, Segments & Sub Segments (Managing Technology Risks)
Drivers of M&A in Industry 4.0
Benchmarking the start-ups and investments/acquisition options for Market Leaders
Critical logistics technology in the 21st centuryAnkit Moonka
Hot topics in logistics innovation through the past years
Right here, right now:
Megatrends driving logistics innovation
Technologies driving logistics innovation
Technology drivers for logistics innovation
Some notable technology trends
Overview: summary of the key trends
Best practice and use cases
References and sources
Globalization is no longer a challenge of the future, rather a recognized fact in daily business. With increasing complexity in supply chains, it is becoming more difficult to efficiently control them.Together with our customers, we optimize supply chains from strategic orientation to daily operations. We increase overall potentials and position your supply chain optimally over the long-term through a detailed analysis of customer expectations, the integration of all levels of hierarchy involved and by developing relationships with strategic suppliers.
The Next Wave of Manufacturing Relies on Plant Operations TransformationCognizant
To enable agility, predictability, responsiveness and efficiency, manufacturers must think holistically about their factories and develop integrated and harmonized capabilities that connect the supply chain with a new product introduction value stream.
Save to in invest: in challenging economic times, Managed services is the way...Mahmoud Dasser
Indonesia CXO leadership Forum
- Save to in invest: in challenging economic times, Managed services is the way to go!
- Managed Services can enable better Government Services in Cost Effective Way
The 2021 State Of Ecosystem & Application Integration SurveyConnorHolbert
n 2021, companies find themselves with a new perspective,
better understanding, and a more purposeful urgency to modernize
their supply chain integration solutions.
See how the world’s leading integration experts plan to leverage
Ecosystem Integration to accelerate growth going forward.
See more here: https://www.cleo.com/reports
Catalyst Investors has a long-standing history investing in businesses at the intersection of SaaS and financial services & technology, with most recent examples including MINDBODY (payments & business management SaaS for health & wellness businesses), Clinicient (revenue cycle management collections, EMR, and practice management SaaS for physical & occupational therapists), and Fusion Risk Management (business continuity SaaS sold to financial institutions and other F1000 enterprises). Lately, Catalyst has spent more time researching the FinTech sector and has published two reports to broadcast the team’s findings:
• FinTech Market Overview – a primer that segments the FinTech ecosystem based on end-market and business model (e.g., enablers vs. replacers)
• Enterprise Financial Management: Solutions for the Office of the CFO – a deeper look into software and tech-enabled services enabling businesses and their finance function to work more efficiently
Implementation horizontal and vertical integration in industry 4emilybrown8019
Consistently connected equipment and production units each become an object with distinct properties within the manufacturing network. They always communicate their performance status and, jointly, respond autonomously to dynamic production needs.
Digital transformation is the reinvention of an organization through the use of digital technology, to optimize the way of working of the company and its employees. Organizations must update and implement new technologies, tools, and platforms that are increasingly necessary for business life.
A presentation on the Industry 5.0 evolution which builds upon Industry 4.0 and Society 5.0 to reintroduce the lost social, environment and human dimensions.
The survey revealed that respondents consider Industry 4.0 manufacturing as a crucial initiative, with 90% expressing the belief that it will have a significant impact in the next five years.
The term Industry 4.0 methods were restored at Hannover Messe in 2011 by the working gathering which displayed directions to the German Government on Guidelines and suggestion for Industry 4.0. Industry 4.0 is the Fourth Industrial Revolution where Cloud Computing, Cyber-Physical Systems, Cognitive Computing, Internet of Things, Robotic Automation, Connected Machines are changing over manufacturing plants into Smart Production Systems.
Four years back, during my interactions with certain big groups, I had offered to set up the Hub and spoke model for pilot projects in Industry 4.0. I thought a few of them will accept and become the hubs for smart manufacturing in India. Support was readily available from external trade development councils. Then came "demonetization" and "GST" and all these big groups disappeared. Then I approached some of the SME groups and textile associations. But as was expected after a 6 hour presentation, they maintained silence. I was expected to bring in money from these external councils. Investment was a big factor. I was not even paid for these "free" presentations.
Cut to a few days back, after 4 years of silence, I was approached by some of the above whether we can have the Hub and Spoke model projects of Industry 4.0 in India. I offered them end to end solutions. And listed out the cost factor. To my surprise, with so much research material available on Industry 4.0 projects, why are we hesitant to spend money for something good baffles me. For eg. in today's age if I want to buy a mobile, will I buy a Smartphone or an old relic. Even the poor desire a smartphone. Then why as a factory owner, we shy away from investing in Industry 4.0 technologies.
Then what is the way forward is the question oft asked. So I gave them another "free" presentation. Hope they buy the smartphone at least now.
Lessons from Long Tail: Delivering on the Semiconductor Digital Engagement Ma...Infosys
Traditional customer engagement methods and information infrastructures are no longer sufficient. Success in the semiconductor marketplace will belong to those who are prepared for comprehensive digital and social interactions and commerce across the sales and support cycle with traditional and new prospects and customers who are “engineers” by day and “digital consumers” after hours. The industry is realizing the power of Web 2.0 technologies to reach untapped emerging markets of product developers and engineers across the globe, while increasing customer satisfaction, productivity, and profitability.
The over view of Industry 4.0 which is also known as fourth industrial revolution or smart factory, with the combination of advanced technologies like IoT, automation, cloud computing , edge computing, analytics and artificial intelligence
The AUTOWARE project is funded by the EU Framework Programme for Research and Innovation Horizon 2020. The project aims to push forward an open CPPS ecosystem, allowing SMEs to develop digital automation cognitive solutions.
AUTOWARE will connect several initiatives for strengthening the European SME offer on cognitive autonomous products. It will help manufacturing companies to innovate their business model by implementing novel technologies and digitising their processes.
These slides presents an overview of the project, such as the project's objectives, target users, partners, technology developed, etc. Check this out to learn more about the project.
Driving Digital Supply Chain Transformation - A Handbook - 23 MAY 2017Lora Cecere
Insights on driving a digital transformation based on research on new technologies, advisory work with clients, and quantitative research projects. This is a short handbook to help companies get started on their journey to define the digital supply chain.
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Neuro-symbolic is not enough, we need neuro-*semantic*
Industry v4.0
1. Industry 4.0: Guide to warehouse 4.0
Today, Industry 4.0 i.e. fourth industrial revolution is transforming companies, economies, jobs, and even society
itself. Under the broad title Industry 4.0, many physical and digital technologies are combining through analytics,
artificial intelligence, cognitive technologies, and the Internet of Things (IoT) to create digital enterprises that are
both interconnected and capable of more informed decision-making. Digital enterprises can communicate,
analyze, and use data to drive intelligent action in the physical world. In short, this revolution is embedding smart,
connected technology not only within organizations, but also our daily lives. This marriage of digital and physical
systems—known as industry 4.0—has paved the way for increasingly connected experiences that impact
everything from product design and planning to supply chain and production. Beyond the processes of designing
and producing goods, however, the technologies inherent in industry 4.0 can also impact the way finished goods
are moved, warehoused, and distributed.
According to McKinsey, Industry 4.0 is “the next phase in the digitization of the manufacturing sector,
driven by four disruptions: the astonishing rise in data volumes, computational power and connectivity,
especially new low-power wide-area networks; the emergence of analytics and business-intelligence
capabilities; new forms of human-machine interaction such as touch interfaces and augmented-reality systems;
and improvements in transferring digital instructions to the physical world, such as advanced robotics and 3-D
printing.”
2. The Internet of Things (IoT) is poised to fundamentally change the way a wide range of industries approach the
procurement, processing, and distribution of raw materials and finished products. New efficiencies based on the
introduction of intelligent sensors, mission-critical communications, automation, and robotics will optimize
industries ranging from mining and shipping to manufacturing verticals including electronics, automotive and
petrochemical products. This emerging megatrend is alternatively called the Fourth Industrial
Revolution and Industry 4.0, although these aren’t interchangeable terms.
For a system to be considered Industry 4.0, it must include:
• Interoperability — machines, devices, sensors and people that connect and communicate with
one another.
• Information transparency — the systems create a virtual copy of the physical world through
sensor data to contextualize information.
• Technical assistance — both the ability of the systems to support humans in making decisions
and solving problems and the ability to assist humans with tasks that are too difficult or unsafe
for humans.
• Decentralized decision-making — the ability of cyber-physical systems to make simple decisions
on their own and become as autonomous as possible.
Flexible automation
Industry 4.0 is an era of flexible automation which means only automation is not sufficient; It must be
modular, adaptable, data driven, scalable, repeatable or plug n play and least dependent on other factors. The
differentiator in industrial automation today is the choice between “fixed” automation and “flexible”
automation. e.g. Fixed automation systems, such complex automated storage and retrieval systems (AS/RS)
and carousel goods-to-person systems, are valuable to larger, higher volume distribution centers that require
large-scale density and higher throughput.
However, the implementation of these types of advanced automation require extensive installations and
facility modifications. For this reason, automation projects may take years to design, implement, and iterate
upon after deployment. Operational decisions based on automation purchases were irreversible, and facilities
were locked-in with equipment whether it functioned as expected.
On the contrary, “Flexible” automation, or drop-in equipment such as mobile robots, is more versatile and
costs less overall. Such systems are scalable, modular and flexible. Extensions or add-on system is feasible with
incremental costs that reduces risk in longer terms. Additionally, as requirements for DC operations evolve,
there’s a growing need for smarter, adaptable, automation equipment that is easily adjustable to meet future
3. needs. For example, e-Commerce order profiles have shifted to 1-5 items per order and inventory must now
ship within hours of being received.
Today’s flexible mobile-robot deployments carry different challenges than the fixed automation installations;
but those can be unplugged, packed-up, and operations may return as they were previously if equipment
requirements change.
Democratization of automation
While past and present automation solutions address the volume requirements for large retailers, high capital
costs and the inherent inflexibility of the highly engineering systems make them inaccessible to most
warehouse operations.
Low barriers to entry with mobile robots allow distribution centers to deploy small pilots of flexible
automation in specific zones/smaller areas and monitor its impact on an operation. Today, everyone, big and
small, has access to pilot and adopt new forms of automation.
Finally, new pricing schemes also serve to extend automation to a greater number of operations. Projects can
be financed in a variety of ways to manage costs on an operational basis thereby avoiding long-term capital
investments. This offers a huge advantage to small players who otherwise wouldn’t invest in a fixed AS/RS.
According to an MHI Annual Survey as reported in Logistics Management, a majority of the market expects
disruption and believes that robotics will be a driving factor. In 2015, only 39% viewed robotics and
automation as such a driver for change, but now 61% see robotics as a source of opportunity or disruption.
Challenges inherent in adopting an Industry 4.0 model:
• Data security issues are greatly increased by integrating new systems and more access to those
systems. Additionally, proprietary production knowledge becomes an IT security problem as well.
• A high degree of reliability and stability are needed for successful cyber-physical communication
that can be difficult to achieve and maintain.
• Maintaining the integrity of the production process with less human oversight could become a
barrier.
• Loss of high-paying human jobs is always a concern when new automations are introduced.
• And avoiding technical problems that could cause expensive production outages is always a
concern.
4. Warehouse 4.0
Organizations interested in getting the most out of their distribution center using automation and robotics can
begin by asking themselves a few fundamental questions:
• Is my order profile driving the need for automation?
• How much of my SKU mix is suitable for full, flexible automation?
• What is my inventory velocity between receiving and shipping?
• How can I optimize my warehouse environment to enable fully autonomous functions such as picking and
packing?
• How would I setup a pilot to test the benefits of Warehouse 4.0?
Demand for more efficient distribution centers and the reality of labor shortages in logistics cannot be ignored by
companies who wish to compete for prime clientele. Next-gen warehouses are channels for meeting emerging
customer demands, iterating on evolving business models, and improving service all-around. The companies who
adapt and grow are the companies who endure, and agile newcomers can deliver on customer satisfaction better
than today’s incumbents.
Those who explore and iterate with flexible automation are best prepared to generate new levels of customer
satisfaction, and automation adoption is a requirement for the future opportunity to compete.
Deloitte has outlined what to expect from Warehousing 4.0 robotic technologies and it truly can deliver the same
as following:
• Enable greater operational flexibility
• Reduce operational costs
• Drive more modular and adaptable automation
• Promote business growth
This helps distribution centers to become a fine-tuned and highly adaptable system utilized to improve customer
satisfaction and increase margins. Also, it helps leadership teams to adapt for changing markets and emerging
customer demands. It speeds up innovations as speed of implementations becomes way faster than earlier.
Warehouse 4.0, is the future as it puts consumer in the center of all activities and eliminate the chasm between
expected and executed.