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5 moves CEOs can make to strengthen organizational resilience
Monthly Highlights
Plus, how a handful of firms are driving national productivity
by "McKinsey Highlights" <publishing@email.mckinsey.com> - 11:32 - 7 Jun 2025 -
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by "Cotheran Poduska" <poduskacotheran@gmail.com> - 08:01 - 6 Jun 2025 -
Let’s talk API governance in 2025
Let’s talk API governance in 2025
Hi Md Abul, security incidents on the rise…Let's talk
API governance
in 2025Hi Md Abul
APIs now make up over 71% of web traffic, and security incidents are on the rise.
Could the cure be better governance? Done well, it can:- Promote creativity and innovation
- Deliver business agility
- Enhance API reusability
- Reduce total cost of ownership
- Help measure ROI
- Reduce security risks
- Support a seamless compliance journey
Now, you’re probably wondering how to get your people on-board with API governance…
Overly rigid rules don’t work – teams can get lost in information and find loopholes.
The best way to keep governance in check starts with communication. Start by sharing this guide on API governance in 2025.
No filling in forms - just instant access to the PDF.
Let’s make 2025 the year of smarter API practices?
Yours,
CarolTyk, Huckletree 199 Bishopsgate, Broadgate, London, City of London EC2M 3TY, United Kingdom, +44 (0)20 3409 1911
by "Carol from Tyk" <communities@tyk.io> - 08:53 - 6 Jun 2025 -
How standout firms propel productivity growth
On McKinsey Perspectives
4 types of productive companies Brought to you by Alex Panas, global leader of industries, & Axel Karlsson, global leader of functional practices and growth platforms
Welcome to the latest edition of Only McKinsey Perspectives. We hope you find our insights useful. Let us know what you think at Alex_Panas@McKinsey.com and Axel_Karlsson@McKinsey.com.
—Alex and Axel
•
Rethinking productivity. Now more than ever, the world needs robust productivity growth to address major global issues, and businesses play a vital role in boosting national productivity. The conventional view of productivity growth is that it emerges gradually, through the incremental improvements of many companies. However, analysis from the McKinsey Global Institute (MGI) finds that a small number of firms actually contribute the lion’s share of national productivity growth, according to Senior Partners Chris Bradley and Olivia White and their coauthors.
•
Powerful growth. As companies find new ways to create and scale new value, the MGI findings suggest that productivity grows in powerful bursts. In a sample of about 8,300 large companies across Germany, the UK, and the US, fewer than 100 firms—called productivity “standouts”—accounted for two-thirds of productivity growth in each of those countries. See the four types of productivity standouts, including improvers (large companies that made the largest contribution to productivity growth) and register for a webcast with several of the authors on Tuesday, June 24.
—Edited by Belinda Yu, editor, Atlanta
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by "Only McKinsey Perspectives" <publishing@email.mckinsey.com> - 01:23 - 6 Jun 2025 -
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by "OP103" <OP103@gotonecargo.com.cn> - 01:35 - 5 Jun 2025 -
A new way to Explore our insights
Stay up to date on what matters most Dear Md Abul,
Getting McKinsey’s latest expert insights is now easier than ever, thanks to an exciting upgrade bringing useful new features to your personalized McKinsey Insights app.Explore what’s trending
The app’s reimagined home feed, also known as “Explore,” now showcases an even wider variety of featured insights and a more intuitive, modern look and feel—plus convenient features to make using the app simpler and more fun:
•
Seamlessly add new topics to your personalized content feed.
When an article catches your eye while in Explore, simply tap “+” to add that topic to your customized feed and to get push notifications about new insights on that subject.•
Listen to McKinsey’s podcasts from the main app feed.
Play as you scroll or put the app in the background to listen as you multitask.•
Browse the new, dedicated “Early Access” section.
Easily find articles highlighted through this fan-favorite, app-only feature, and be among the first to enjoy them.See what the app has For You
Once you’ve explored these home feed enhancements, don’t forget to check out your personalized “For You” feed for our latest insights on only the topics you choose, as well as recommendations based on what you’re reading and what’s resonating with others.
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by "McKinsey & Company" <publishing@email.mckinsey.com> - 12:44 - 5 Jun 2025 -
SQL vs NoSQL: Choosing the Right Database for An Application
SQL vs NoSQL: Choosing the Right Database for An Application
In this article, we break down the core database paradigms, such as SQL and NoSQL, along with specialized database types and how developers can choose the appropriate database for their requirements.͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ Forwarded this email? Subscribe here for moreLatest articles
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Every modern application, from a ride-hailing service to an e-commerce platform, relies on data, and behind that data sits a database. Whether it's storing customer profiles, tracking inventory, or logging user actions, the database is more than just a storage engine. It's the core system that holds an application’s state together. When the database fails, everything else (APIs, front-end, business logic) comes tumbling down.
Therefore, choosing the right kind of database is critical, but it isn't a one-size-fits-all decision.
Relational databases, such as MySQL and PostgreSQL, have been the default for decades. They offer strong consistency, well-understood query languages, and battle-tested reliability. However, as systems scale and use cases diversify, traditional SQL starts to exhibit problems.
That’s where NoSQL enters the picture with a flexible schema design, horizontal scalability, and models tailored to specific access patterns. The promise is to scale fast and iterate freely. However, there are trade-offs in consistency, structure, and operations.
Then there’s a growing third category: NewSQL systems such as Google Spanner and CockroachDB. These attempt to bridge the gap by retaining SQL semantics and ACID guarantees, while scaling like NoSQL across regions and nodes. There are also specialized databases that push performance in specific directions. In-memory stores like Redis blur the line between cache and persistence. Search engines like Elasticsearch offer lightning-fast text search and analytics capabilities that relational databases were never built for.
The wrong database choice can throttle performance, slow down development, or break under scale. The right one can unlock speed, agility, and reliability.
In this article, we break down the core database paradigms, such as SQL and NoSQL, along with specialized database types and how developers can choose the appropriate database for their requirements.
Core Models: ACID vs BASE...
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by "ByteByteGo" <bytebytego@substack.com> - 11:35 - 5 Jun 2025 -
Russell goes LIVE in… (calling all funnel builders!)
3...2...1… this is your chance to start something big!I’ll make this quick! Russell and Kathryn are going LIVE in just a few hours!
It’s a FREE, LIVE training showing you how to step into one of the biggest online opportunities right now!
REGISTER FOR THE FREE SALES FUNNEL BUILDER TRAINING HERE >>
When: TODAY! Thursday June 5th @ 10AM PT / 1PM ET
Where: Live on Zoom
Every single day, we get flooded with people who need funnels… But don’t want to build them themselves.
And the number of certified funnel builders just can’t keep up.
WE NEED MORE!
It’s not a job offer… This is a business opportunity for you to start something big and escape the 9-5!
If you’re looking for a real skill that leads to real clients and real income… This is it!
REGISTER FOR THE FREE SALES FUNNEL BUILDER TRAINING HERE >>
See you in a few hours!
© Etison LLC
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by "Todd Dickerson" <noreply@clickfunnelsnotifications.com> - 11:17 - 5 Jun 2025 -
We go LIVE in… (calling all funnel builders!)
3...2...1… opportunity is knocking… you gonna answer?No time to waste! We go LIVE in just a few hours!
Kathryn Jones Lish and I are hosting a FREE, LIVE training showing you how to step into one of the biggest online opportunities right now!
REGISTER FOR THE FREE SALES FUNNEL BUILDER TRAINING HERE >>
When: TODAY! Thursday June 5th @ 10AM PT / 1 PM ET
Where: Live on Zoom
Every single day, we get flooded with people who need funnels… But don’t want to build them themselves.
The demand is SKY HIGH!
And the number of professional and certified funnel builders out there? Still shockingly small!!
If you’re looking for a real skill that leads to real clients and real income… This is it!
Register here now before it’s too late!
When: TODAY! Thursday June 5th @ 10AM PT / 1 PM ET
Where: Live on Zoom
REGISTER FOR THE FREE SALES FUNNEL BUILDER TRAINING HERE >>
See you in a few hours!
Russell Brunson
P.S. – Don’t forget, you’re just ONE funnel away…
© Prime Mover LLC
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by "Russell Brunson" <newsletter@marketingsecrets.com> - 11:11 - 5 Jun 2025 -
Problem solving: Make the most of your data
Data is key Email 1 of 7
How to make the most of your data
Welcome to "The McKinsey Publishing Guide to problem solving." In this first email, we'll dive into the importance of data and data analysis as an informative step of the problem-solving process. Read on to learn how to make the most of your data to solve even the most complex challenges.
Companies that harness the power of data have the upper hand when it comes to problem solving. Rather than defaulting to solving problems by developing lengthy—sometimes multiyear—road maps, they’re empowered to ask how innovative data techniques could resolve challenges in hours, days or weeks, write senior partner Kayvaun Rowshankish and coauthors.
But when organizations have more data than ever at their disposal, which data should they leverage? Before jumping in, it’s crucial to plan the analysis, decide which analytical tools to use, and ensure rigor. Uncover ways data can take your problem-solving techniques to the next level.This email contains information about McKinsey’s research, insights, services, or events. By opening our emails or clicking on links, you agree to our use of cookies and web tracking technology. For more information on how we use and protect your information, please review our privacy policy.
You received this email because you subscribed to “The McKinsey Publishing Guide to problem solving.”
Copyright © 2025 | McKinsey & Company, 3 World Trade Center, 175 Greenwich Street, New York, NY 10007
by "McKinsey Publishing Guides" <publishing@email.mckinsey.com> - 03:05 - 5 Jun 2025 -
How can CEOs successfully build and scale B2C businesses?
On McKinsey Perspectives
3 categories of focus Brought to you by Alex Panas, global leader of industries, & Axel Karlsson, global leader of functional practices and growth platforms
Welcome to the latest edition of Only McKinsey Perspectives. We hope you find our insights useful. Let us know what you think at Alex_Panas@McKinsey.com and Axel_Karlsson@McKinsey.com.
—Alex and Axel
•
The business-building opportunity. Amid pressure from digital-first competitors, the traditional strategy playbook is no longer enough for companies to generate significant growth. That’s according to McKinsey Senior Partners Arun Arora and Ido Segev and their coauthor Sub Datta, whose analysis finds that established companies across sectors are increasingly building new B2C businesses to capture their share of the $25 trillion B2C market. The authors also note that leaders understand business building’s potential to help their companies create entirely new revenue streams.
—Edited by Belinda Yu, editor, Atlanta
This email contains information about McKinsey's research, insights, services, or events. By opening our emails or clicking on links, you agree to our use of cookies and web tracking technology. For more information on how we use and protect your information, please review our privacy policy.
You received this email because you subscribed to the Only McKinsey Perspectives newsletter, formerly known as Only McKinsey.
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by "Only McKinsey Perspectives" <publishing@email.mckinsey.com> - 01:35 - 5 Jun 2025 -
Webinar: How connected is your business strategy?
Join the webinar. Learn how to simplify decisions and drive transformation.Stay Agile and Resilient in Uncertain Times with SAP Business Suite
June 24, 2025In this webinar, learn how SAP Business Suite helps unify applications, data, and AI across your business so you can connect insights with action in real time.
You’ll learn about:
- How to connect data, applications, and decisions across your enterprise for greater agility.
- Real-world strategies from SAP customers for transforming operations in the face of change.
- What’s included in the new SAP Cloud Private Base and Premium packages.
Speakers include:
- Lauren Husum, Vice President of Product Marketing for SAP Business Suite at SAP
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SAP Business Suite
SAP core applications, data, and AI come together—powered by SAP Business Technology Platform—to deliver exceptional business value and help your business stay ready for what’s next.
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by "SAP" <sap@mailsap.com> - 09:33 - 4 Jun 2025 -
LAST CALL !!! Fundamentals Of Pumps And Cooling Towers (11 & 12 June 2025)
Please call 012-588 2728
email to pearl-otc@outlook.com
FACE-TO-FACE PUBLIC PROGRAM
FUNDAMENTALS OF PUMPS
AND COOLING TOWERS
Venue : Dorsett Grand Subang Hotel, Selangor (SBL Khas / HRD Corp Claimable Course)
Date : 11 June 2025 (Wed) | 9am – 5pm By Ir. Dr. Jaya
12 June 2025 (Thu) | 9am – 5pm . .
COURSE INTRODUCTION AND OVERVIEW
It can rightly be claimed that no machine and very few tools have had as long a history in the service of man as the pump, or have filled as broad a need in his life. Every process which underlies our modern civilization involves the transfer of liquids from one level of pressure or static energy to another. Pumps have played an essential role in our life ever since the dawn of civilization. Worldwide developments in pump theory, design and applications have continued to emerge, and these have begun to affect the outlook of pump engineers and users. Pumps have continued to grow in size, speed and energy level, revealing new problems that are being addressed by innovative materials, mechanical and hydraulic design approaches.
A Cooling Tower is a heat rejection device which extracts waste heat to the atmosphere through the cooling of a water stream to a lower temperature. Cooling towers may either use the evaporation of water to remove process heat and cool the working fluid to near the wet-bulb air temperature or, in the case of closed circuit dry cooling towers, rely solely on air to cool the working fluid to near the dry-bulb air temperature.
Common applications include cooling the circulating water used in oil refineries, petrochemical and other chemical plants, thermal power stations and HVAC systems for cooling buildings. The main types of cooling towers are natural draft and induced draft cooling towers. The classification is based on the type of air induction into the tower.
Cooling towers vary in size from small roof-top units to very large hyperboloid structures that can be up to 200 meters tall and 100 meters in diameter, or rectangular structures that can be over 40 meters tall and 80 meters long. The hyperboloid cooling towers are often associated with nuclear power plants, although they are also used to some extent in some large chemical and other industrial plants. Although these large towers are very prominent, the vast majority of cooling towers are much smaller, including many units installed on or near buildings to discharge heat from air conditioning.
Pumps and Cooling Towers have their fair share of engineering problems in industry.
The said problems could be classified into:-
· Problems which could be identified and solved immediately, with little or no financial implications or loss in production and a drop in quality levels;
· Problems which could be identified and cannot be solved immediately, with little or no knowledge of its implications;
· Problems which recur frequently and cannot be solved permanently etc;
Some of the reasons for these are due to:
· Incompetent staff;
· A vast variety of equipment;
· Many moving (sliding, reciprocating, rotating) components etc.
This course is industry designed, to provide a broad understanding of the improvement methodology, concepts, and process. The methodology is presented with case studies and examples drawn from service, business process and manufacturing applications. The integration of maintenance is also addressed. With a heavy practice orientation, as much as a third of your time will be spent working through interactive practical exercises and assessments.
COURSE OBJECTIVE
This training program is designed to provide an understanding of engineering related problems related to industry globally and a clear sense of what is required to effectively structure, establish measurements and solve problems. Participants will learn the goals and deliverables behind the solutions. Methodology as well as the most commonly used tools within each phase will be discussed. Participants will also learn how to support a problem solving initiative within their organization.
LEARNING OUTCOME
On successful completion of this course, the participant should be able to:-
· Understand the benefits and implications of pump and Cooling Towers engineering problem solving programa, and relate the concepts to the overall business mission and objectives.
· Think about his/her organization as a collection of processes, with inputs that determine the output.
· Recognize the engineering problem solving model used to improve processes.
· Recognize the organizational factors that are necessary groundwork for a successful engineering problem solving program.
· Integrate the engineering problem solving program effort with other process improvement initiatives.
· Learn the various types of centrifugal pumps and Cooling Towers, their functions and terminologies used;
· Understand the design methodologies for centrifugal pumps and Cooling Towers;
· Understand the various maintenance methods for centrifugal pumps and Cooling Towers; and
· Understand the application of centrifugal pumps and Cooling Towers in various industries.
TRAINING METHODOLOGY
· The latest educational methods and strategies will be utilized.
· The course is designed to maximize delegate participation.
· Questions and answers are encouraged throughout and at the daily wrap-up sessions. This gives participants the opportunity to discuss with others and the presenter their specific problems and appropriate solutions.
· The course shall be conducted through lectures, case studies, group discussions and exercises to reinforce participant’s learning.
MEASUREMENT TOOLS
Quiz and exercises.
WHO SHOULD ATTEND
Facilities engineers, maintenance engineers, design engineers and any one who would like to widen their knowledge on the theory of pumps.
Past Participants
Universiti Teknologi Malaysia, Penang Port Sdn.Bhd. Cement Industries of Malaysia Berhad, Politeknik Mukah (Sarawak), Petlin Malaysia Sdn Bhd, TNB, SYABAS, Bintulu Port, Sime Austral etc.
OUTLINE OF WORKSHOP
DAY 1
Introduction to Pumps
· Introduction
· Definition of head and related calculations
· Definition of capacity and related calculations, flow velocity
· Piping design:- Parts 1, 2, 3 and 4
Net Positive Suction Head and Specific Speed in Pumps
· Types of pumps
· Calculation of NPSH
· Suggested remedies for NPSH, and cavitation.
Pump and System Characteristic Curves
· Various types of system curves
· Information required to plot system curve
· The various types of pump curves for the various types of pumps.
Power, Efficiency and Electrical Requirements for Pumps
· Power requirements
· Motor selection
· Power consumption and energy savings
· Types of motors
· Torque and power factor
Variable Speed Systems for Pumps
· Reasons for using variable speed systems
· Energy savings under constant and fluctuating flow demand.
Affinity Laws in Pumps
· The relationship between pump speed, flow, power, head and impeller diameter
· Analysis of the pump composite performance curve
DAY 2
Cooling Tower Fundamentals
· Main Features
· Components of a cooling tower
· Measured Parameters
· Performance Parameters
· Selecting a cooling tower
Cooling Tower Performance
· Thermodynamics of Air Water Systems
· Evaporative Cooling
· Enthalpy of Wet air
· Heat and Mass Transfer in water air system
Cooling Tower Water Treatment
· Scale Formation
· Corrosion
· Fouling
· Hardness
· Biofouling
· Control of Concentration
· Bleed Control
Cooling Tower Types
· Parallel vs. Series Flow
· Induced Draft, Cross Flow
· Natural Draft
· Hyperbolic Cooling Tower
Cooling Tower Maintenance
· Legionella Awareness
· Frequency of Cleaning/Disinfection
· Sterilization
· Areas of Performance
· High Risk Facilities
· Survey of Process Risk
· Monitoring and Inspection
· Preventive Actions
Question & Answer Session
End of Program
** Certificate of attendance will be awarded for those who completed the course
ABOUT THE FACILITATOR
IR.DR.JAYA
He was a recipient of the Association of Overseas Technical Scholarships (AOTS) award on two occasions, awarded by the Ministry of Economy, Trade and Industry of Japan. Jaya was also a member of the working group to draw up the energy efficiency and energy conservation guidelines for pumps and compressors for Malaysian industries organized by the Institution of Engineers, Malaysia, Pusat Tenaga Malaysia, and the Ministry of Energy, Water and Communications (KTAK). He has also attended trade related negotiations etc. with MATRADE, foreign companies etc.
He is also
· the immediate past Chairman of the Engineering Education Technical Division of The Institution of Engineers, Malaysia
· a member of the Education Committee of the Association of Consulting Engineers (ACEM)
· a member of the Examination Bureau, The Institution of Engineers, Malaysia
· a member, Accreditation Board, The Institution of Engineers, Malaysia
· a member, Standing Committee on Qualifications & Admission, The Institution of Engineers, Malaysia
· a member, Industry Advisory Panel, The University of Nottingham (Malaysian Campus)
· a member, Industry Advisory Panel, Universiti Tenaga Nasional
Professionally trained in mechanical engineering, he is positive and lively in his approach. He livens his audience by always providing interactive and energetic presentation of his material in a comprehensive and easy to use format of ideas that work. His participants describe him as very creative, fun and lively trainer who sets high standards.
He graduated from the University of Malaya, Leeds Polytechnic, UK and Universiti Putra Malaysia and holds a Degree in Mechanical Engineering and Masters in Engineering. His wide hands-on industrial experience has enable him to design and facilitate training courses.
Some of the companies he has trained includes, Tenaga Nasional Berhad, Bank Pembangunan, Ranhill, Ebara Pumps, Usaha Tegas Sdn.Bhd (Maxis), Infineon (M) Sdn. Bhd, Universiti Malaya, Universiti Teknologi Malaysia, Penang Port Sdn. Bhd. Cement Industries of Malaysia Berhad, Politeknik Mukah (Sarawak), Petlin Malaysia Sdn Bhd, Bintulu Port, Sime Austral, Perbadanan Putrajaya Holdings, Syarikat Air Johor etc.
IR.DR.Jaya is a Professional Engineer registered with the Board Of Engineers (BEM), Malaysia, member of the Association of Consulting Engineers, Malaysia (ACEM) and a Fellow of The Institution of Engineers, Malaysia (IEM).
(SBL Khas / HRD Corp Claimable Course)
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by "sump@otcmsb.com.my" <sump@otcmsb.com.my> - 05:08 - 4 Jun 2025 -
About the Best Price for security communication switch
Dear Info,
Good day!
We are the sales department of HZGWS Technologies Co., Ltd. Our company is the first professional Ethernet switch manufacturer and supplier in China, focusing on 21 years. The company has 280 employees and factory area is 23000 square meter, 94 production and testing machines. We are the integrating R&D, production and sales, supporting OEM/ODM.
We also have fiber optic transceivers, power supplies, SFP optical modules, PoE Extender, PoE Injector, PoE Splitter, operation and maintenance boxes, wireless bridges, wireless AP, etc. We really want to become a partner with your company. Could you give me the contact information of your company's purchasing department? Thank you very much.
Best Regards,
Sales department of HZGWS Technologies Co., Ltd
HZGWS Technology Co., Ltd.
Building B3, Xinghe Zhongkai Artificial Intelligence Industrial Park, 333 Zhongkai 6th Road, Chenjiang Street, Zhongkai High-tech Zone, Huizhou, Guangdong, China.
Website: www.hzgws.comAlibaba: https://hzgws.en.alibaba.com/
Email: hzgws@hzgws.com
Facebook: https://www.facebook.com/profile.php?id=100083940985478
Skype: hzgws@hzgws.com
WeChat: HZGWS--PoE
Tel: 0086-752-3397806
by "sales03" <sales03@hzgws-poe.com> - 02:29 - 4 Jun 2025 -
Digital innovation for retailers and CPG companies
Re:think
How retail and CPG can lead with tech FRESH TAKES ON BIG IDEAS
ON CONSUMER INNOVATION
Retail and CPG brands can be tech leaders
Hannah MayerRetailers and consumer-packaged-goods (CPG) companies have a unique opportunity to lead in digital innovation. After all, they interact daily with billions of consumers who expect great tech-driven experiences. Yet few have a digital-native gene at their very core. Many retailers and CPG brands are established companies, some more than a century old, and they have deeply ingrained practices, partnerships, and supply chains. Breaking free of tried-and-true patterns is always hard, but essential. Going forward, that means exploring how AI will transform the consumer sector. We are entering the AI-to-consumer era, where shoppers will interact with AI shopping bots and agents to find and make purchases.
So, what steps can retail and CPG CEOs take to create new AI-focused business models—ones that both expand on and reinvent their core offerings to generate significant new revenue? There is, of course, no easy way to create a breakout digital business. It entails managing multiple high-growth S-curves at the same time. For example, CPG brands will need to rethink distribution models since shopping agents could soon influence consumer choices more than traditional marketing.
But there is one success marker we see again and again: Retail brands that put their customers first have a huge head start. CEOs of these companies constantly ask themselves, “Would this new technology make the customer experience better or are we releasing tech for tech’s sake?” And they actually measure the impact of every new digital offering. If it doesn’t improve customer satisfaction by X basis points, then it’s gone.
Putting customers first isn’t just a front-end challenge. It also requires back-end technical transformation. Retail and CPG companies are now competing for the best developer talent and investing in APIs that help integrate their multiple tech offerings, such as personalized shopping bots, digital try-ons, and subscription management tools.
AI is on every CEO’s mind today; our research found that more than 90 percent of CEOs plan to invest more in AI over the next three years. And we see that retail and CPG companies have a once-in-a-lifetime opportunity to become AI leaders. Agentic AI, where intelligent agents act as personal concierges for consumers, is especially promising. Imagine an AI agent that autonomously replenishes a shopper’s household essentials, finds lower-cost subscriptions, and plans vacations end to end, even purchasing sunscreen if the consumer is headed to a sunny destination—with their consent, of course.“The retail and CPG sectors could generate up to $660 billion in economic value by deploying gen AI.”
Discoverability is also undergoing a profound shift. Finding the latest cool products will no longer depend solely on search engine rankings. Instead, AI agents will guide consumers directly to the products and services that best meet their needs, changing traditional search. For retailers, this means ensuring their products are optimized for agent-driven discovery.
The retail and CPG sectors could generate up to $660 billion in economic value by deploying gen AI. Combined with the value of traditional AI and analytics, retail brands could unlock trillions of dollars in new value from AI.
Workers are ready to embrace AI, so another area where AI could have a big impact is improving retail associates’ jobs. We have seen retailers provide their employees with mobile AI chatbots that can answer shoppers’ questions or recommend complementary products, for example. Some retailers are using AI to make weekly shift scheduling more dynamic, working around their employees’ other commitments. The best digital businesses are both customer- and employee-centric because empowered teams deliver great customer experiences.
Of course, true change on the front end is only possible if retailers and CPG companies also transform their back-end systems. Forward-thinking CEOs implement AI at every step of the customer life cycle, including brainstorming, prototyping, and testing new products; leveraging digital twins to optimize supply chains; and creating one-to-one marketing campaigns for each customer.
Despite the excitement around AI, there is much work to be done. Just 1 percent of CEOs believe their companies are mature users of AI, and just 11 percent of AI projects actually get deployed. Retailers investing now in AI are breaking new ground, but they might not see near-term gains in revenue or customer growth from AI just yet. However, they are learning valuable lessons that could position them ahead of competitors. And as more and more plug-and-play AI solutions become available, retailers with this head start will be the first to reap the impact of AI at scale. The most important advice I could give any CEO of a retail or CPG company today is to get their hands dirty. Don’t be afraid to try new things with technology. With AI, no one company has mastered it yet, so it’s OK to experiment. Be curious and ask questions—one of which is always, “Would this technology make consumers’ lives better?”ABOUT THIS AUTHOR
Hannah Mayer is a partner in McKinsey’s Bay Area office.
MORE FROM THIS AUTHOR
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If autonomous vehicles aren’t already on the streets of your city, they will be soon. How can industry leaders make the move from deployment to market dominance?
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by "McKinsey Quarterly" <publishing@email.mckinsey.com> - 02:07 - 4 Jun 2025 -
Learn to build flow-based UIs – workshop with our CTO
Hi,
Recently you were interested in workflowbuilder.io. Next week, our CTO, Łukasz Jaźwa, is running a live workshop on how to build flow-based user interfaces using Workflow Builder SDK and React — as part of the upcoming React Summit.
Where & When?
- June 9th, 4–7 PM CET
- Remote, via Zoom
It’s a session full of real-world techniques, shortcuts, and expert code insights. As a bonus, you’ll also open-source access to Workflow Builder (non-commercial license).
Would you like me to send over the details?
Best,
--
Ruslana Brykaliuk
Sales Development Representative
by "Ruslana Brykaliuk" <ruslana.brykaliuk@workflowbuilder.io> - 07:49 - 4 Jun 2025 -
Re: Business update..?
Hi,
I am still waiting for your reply,
Please let me know if you are interested in my services below.
Thanks,
From: Sartaj Khan
Sent: 02 May 2025 22:30
Subject: Just reply
Hi There,
Greetings of the day!
Would you be interested in building an app for your business? We have catered several clients needs in the below domains:-
Travel Apps
Real estate Apps
Restaurant Apps
E-Commerce Apps (both single vendor and multiple vendors)
GPS/Taxi/Food Delivery Apps
Website Development
If you are interested in any of our app services, let us know your project requirements or perhaps name an existing app that you think is similar to your requirement. We will suggest an action plan for you to consider after reviewing your needs.
Thanks,Sarta
by "Sartaj Khan" <sartaj.khan33@hotmail.com> - 04:14 - 4 Jun 2025 -
Wholesale Aquarium Pumps from China | Durable & 24H Battery Life
Dear Info,
Are you sourcing cost-effective aquarium pumps with long battery life for your wholesale business? JINGYE Electric Co., Ltd offers:
Battery-powered air pumps (24H+ runtime)
Mini submersible pumps (3W-10W, 110-240V)
Silent internal filters (under 25dB)
With 15 years of expertise, we supply pet industry distributors in India, Russia, and Southeast Asia, ensuring stable quality and MOQ 5 PCS flexibility.
Attached catalog highlights:
2024 Best-selling models
Bulk order discounts (5%-15% off)
OEM packaging support
Visit www.jingyeaquarium.com or reply to request samples. Let’s discuss how to boost your margins!
Sincerely,
YAN
WhatsApp:008615819960484
by "Caisy Furxer" <caisyfurxer@gmail.com> - 01:45 - 4 Jun 2025