Home > Resources > Articles > Multi-Channel Inventory Management: A Guide to Assured High Returns

Multi-Channel Inventory Management: A Guide to Assured High Returns

Shefali Vasave | May 18, 2022 | 565 views
MULTI-CHANNEL INVENTORY MANAGEMENT
Multi-channel selling is a significant component of manufacturing. Modern buyers expect more from their buying experience, and one of them is being able to access different touchpoints to make a purchase. It is a challenge that modern businesses must address. And it all starts with prudent warehouse inventory management. But how can businesses stay ahead of the curve with a complex web of retail, wholesale, ecommerce, and logistics? This is precisely where multi-channel inventory management comes in.

Multi-channel inventory management is the process of managing and keeping track of inventory sold from multiple locations through various selling channels. In this article, we will talk about how smart inventory management for a business with multiple sales channel can increase profits when done right.


How C-Suites Can Unravel the Complex Web of Multi-Channel Selling

When it comes to optimizing and addressing challenges in inventory management, warehouse management software is known to do wonders. But, when a business uses multiple channels to reach out to more consumers, generate more sales, and increase brand awareness, it also merits a holistic strategy.

Management at the inventory level is key to fully unlock its revenue potential in a multi-channel marketplace. When C-levels are looking for ways to optimize operations, inventory management presents a massive opportunity. It is possible to solve many bottlenecks using proven strategies and established information and automation best practices.

“Continuous process improvement by definition is ongoing. A static value proposition is hackneyed in no time.”

Thomas R. Cutler, President and CEO, TR Cutler, Inc.


Loss from Overstocking and Phantom Stocks

Unoptimized inventory allocation is one of the costliest and most common challenges faced by multi-channel businesses. According to research commissioned by OrderDynamics, businesses worldwide lose over $471 billion from overstocking and $634 billion from out-of-stock orders.

As a multi-channel seller, you must ensure that each channel has the corresponding inventory. Not doing so can lead to order cancellations or delays, or unsold stock. All of these can significantly reduce your profit margin.


The Solution: Real-time Inventory Visibility

Giving your warehouse managers the clarity they need in manufacturing inventory management can tackle the problem of overstocking. In addition, inventory management tools update inventory levels in real-time, so they don’t have to keep a close eye on inventory at every channel. Additionally, a synchronized inventory storage system can also help boost productivity and improve customer experience.

Whether you use a periodic or continuous inventory management system, adding automation and integration with other tools will only help in providing clarity and flexibility.


Slowdown in Logistics Due to Unoptimized Warehouse Space

Distributed inventory is another aspect of multi-channel inventory management that can be used to create more traction and profit. Warehouse space is valuable for multi-channel businesses.

With scattered locations and fluctuating demands, it can be difficult to forecast the optimal distribution of inventory across all channels as well as warehouse locations.

According to manufacturing.net, about 20 to 30% of the inventory in a warehouse is obsolete. This clearly indicates the need to fully utilize storage and eliminate hurdles in warehouse inventory management.


The Solution: Supply Chain Forecasting

A combination of automation technologies can be used to build a multi-channel inventory management stack. The first is using demand sensing, an automation technology that uses real-time data to identify and anticipate short-term demand patterns. Sporting apparel giant, Nike has used demand sensing to effectively cut down on lead times by weeks.

Another technology to consider in optimizing your warehouse space is Multi-Echelon Inventory Management, or MEIO. It has a holistic approach where it performs planning, optimization and forecasting across the supply chain. MEIO is also the answer to the scalability of modern multi-channel inventory management that offers comprehensive visibility and efficient rebalancing of inventory in real-time.

Considering that 51% of sellers still lack forecasting software, as per a Zentail survey, the opportunity for C-levels is immense.


Final Thoughts: Getting Impressively High Returns

When done right, optimizing all aspects of multi-channel order management can yield impressive returns. The use of technology in automation and data analytics makes it easier to decode the complexities of a multi-channel operation. A storage and inventory management system may not have all the answers to the profitability puzzle. It is assured to lead to reduced inventory costs, improved performance of the supply chain network, and better responsiveness. This inevitably creates a powerful revenue generating multi-channel business.


Frequently Asked Questions


Can my existing ERP work as multichannel inventory management software?

ERPs like SAP, Netsuite, or Oracle are designed to manage back-office processes and lack the specialization required to manage ecommerce and wholesale processes. Although they come with integrated solutions, their quality may not be up to the mark.


What is the cost of multichannel inventory management software?

While inventory management software ranges from free to thousands of dollars, the base price varies as per functionality. Some software services charge extra depending on the scale, volume, and integrations.


What are the primary techniques of inventory management?

Most manufacturers use three primary techniques to address challenges in inventory management: the pull strategy, the push strategy, and the just-in-time (JIT) strategy.

Spotlight

Weston Foods

Weston Foods is a leading North American bakery company with a specialized focus across all key bakery categories, including breads and rolls, donuts, pies, cakes, alternative breads and others. We bake our products in nearly 40 bakeries across Canada and the USA, conducting our business with integrity, contributing to our communities and fostering a respectful culture.

OTHER ARTICLES

Achieving Interoperability in an Industry 4.0 Factory

Article | February 11, 2020

As a part of the Industry 4.0 movement, factory engineers are increasingly adopting some form of industrial Ethernet to interconnect the machines and other equipment implementing their production processes. Ethernet has been around in multiple forms for over 40 years. Most of it serves the IT community by interconnecting PCs and other equipment to a company LAN. Because of its flexibility, Ethernet has been adapted to many industrial uses.

Read More

The Impact of Coronavirus on Electronic Manufacturing

Article | February 11, 2020

Wuhan, the epicenter of the outbreak, is considered a crucial hub in the middle of China, a place of high importance for the production of automobiles, electronics, optics, and fiber optics. Wuhan and surrounding cities in the Hubei province are currently on a government-imposed quarantine at a scale the world has never seen before, some Chinese officials have referred to the situation as warlike.

Read More

Digitalizing Your Manufacturing Ecosystem

Article | February 10, 2020

Making digitalization work for you requires an understanding of your manufacturing ecosystem. Standards - such as ISA-95 - only guide you on a journey to more deeply comprehend the workings of your unique process for manufacturing your products. A batch manufacturing ecosystem often includes campaign management. Campaign management is not mentioned in ISA-95, which only speaks generally of order processing.

Read More

4 Food and Beverage Manufacturing Trends on Tap for 2020

Article | February 10, 2020

It’s the food and beverage industry’s job to appeal to consumer tastes by keeping tabs on what’s hot and what’s not. In the 1990s, for instance, fat free or reduced fat was all the rage, evidenced by the variety of products with such descriptions featured in bold typeface on cartons, cardboard and boxes. Fast forward to today, thanks in part to advancements in nutrition science, fat is back and is recommended in low-carb diets such as Atkins and Keto.

Read More

Achieving Interoperability in an Industry 4.0 Factory

Article | February 11, 2020

As a part of the Industry 4.0 movement, factory engineers are increasingly adopting some form of industrial Ethernet to interconnect the machines and other equipment implementing their production processes. Ethernet has been around in multiple forms for over 40 years. Most of it serves the IT community by interconnecting PCs and other equipment to a company LAN. Because of its flexibility, Ethernet has been adapted to many industrial uses.

Read More

The Impact of Coronavirus on Electronic Manufacturing

Article | February 11, 2020

Wuhan, the epicenter of the outbreak, is considered a crucial hub in the middle of China, a place of high importance for the production of automobiles, electronics, optics, and fiber optics. Wuhan and surrounding cities in the Hubei province are currently on a government-imposed quarantine at a scale the world has never seen before, some Chinese officials have referred to the situation as warlike.

Read More

Digitalizing Your Manufacturing Ecosystem

Article | February 10, 2020

Making digitalization work for you requires an understanding of your manufacturing ecosystem. Standards - such as ISA-95 - only guide you on a journey to more deeply comprehend the workings of your unique process for manufacturing your products. A batch manufacturing ecosystem often includes campaign management. Campaign management is not mentioned in ISA-95, which only speaks generally of order processing.

Read More

4 Food and Beverage Manufacturing Trends on Tap for 2020

Article | February 10, 2020

It’s the food and beverage industry’s job to appeal to consumer tastes by keeping tabs on what’s hot and what’s not. In the 1990s, for instance, fat free or reduced fat was all the rage, evidenced by the variety of products with such descriptions featured in bold typeface on cartons, cardboard and boxes. Fast forward to today, thanks in part to advancements in nutrition science, fat is back and is recommended in low-carb diets such as Atkins and Keto.

Read More
MORE ARTICLE

Spotlight

Weston Foods

Weston Foods is a leading North American bakery company with a specialized focus across all key bakery categories, including breads and rolls, donuts, pies, cakes, alternative breads and others. We bake our products in nearly 40 bakeries across Canada and the USA, conducting our business with integrity, contributing to our communities and fostering a respectful culture.

Related News

MANUFACTURING TECHNOLOGY, ROBOTICS AND AUTOMATION

SVT Robotics and Kardex Solutions Partner to Enable Complete End-to-End Pick and Pack Solution

SVT Robotics | March 17, 2023

SVT Robotics, a leading enterprise software provider for the rapid integration of industrial robotics, and Kardex Solutions, a leading Global Business Partner of AutoStore™ and intralogistics solution provider of automated storage, retrieval, and material handling systems, today announced a strategic partnership. The partnership now enables Kardex Solutions customers to easily deploy and integrate AutoStore systems with additional automation technology by leveraging the power of the SVT Robotics SOFTBOT® Platform. Building upon its Kardex Control Center WES technology, Kardex Solutions has connected its software to the SOFTBOT Platform to enable a complete end-to-end pick and pack solution. Through this partnership, Kardex Solutions customers can quickly integrate and deploy an AutoStore system and Kardex Control Center with other warehouse functions, such as a WMS. "Agility is one of the greatest advantages that companies can leverage. When it comes to automation, it's imperative that businesses can quickly deploy supply chain technologies as well as reconfigure them to meet their evolving needs," said A.K. Schultz, CEO of SVT Robotics. "We're excited to partner with Kardex Solutions to offer their customers a simple and effective method for rapid automation adoption." "By coupling Kardex Control Center with the SOFTBOT Platform, we're able to provide our customers with a true 'easy button' approach to automation," said Mitch Hayes, President of Kardex Solutions. "What we've done is eliminate the complexities around warehouse automation by creating a pathway for AutoStore systems to easily integrate with technologies commonly found in distribution centers. We're proud to offer this complete solution to our customers." About SVT Robotics SVT Robotics is an enterprise software company that's revolutionizing robot deployments in the warehousing and manufacturing industries. SVT's tech-agnostic, low-code SOFTBOT Platform enables companies to integrate robots, automation, IoT technology, or human productivity tools for any task in just days or weeks. About Kardex Solutions Kardex Solutions is part of the Kardex Group, which is a leading intralogistics solution provider of automated storage, retrieval, and material handling systems and an AutoStore Global Business Partner. The Kardex mission is to provide solutions and services to increase the efficiency in storing and handling of goods and materials on a global scale.

Read More

ADDITIVE MANUFACTURING, 3D PRINTING

Sigma Additive Solutions and Materialise Deepen Collaboration Enabling Real-Time Process Monitoring for Metal 3D Printing with CO-AM Integration

Materialise | March 21, 2023

Sigma Additive Solutions, Inc. (NASDAQ:SASI) ("Sigma," "we," "our," or the "Company"), a leading provider of quality assurance software to the commercial 3D printing industry, today announced that it has expanded its collaboration with Materialise, a global leader in 3D printing software and service solutions, to provide additive manufacturing (AM) users automated quality control by integrating the PrintRite3D® quality assurance solution into the new software solution Materialise Process Control. Combining multiple complementary data sources and analytic methods allows businesses to make faster, data-driven decisions, improving operational efficiency and driving revenue growth. Materialise Process Control allows manufacturers to analyze and correlate layer data from the 3D printing process. Sigma and Materialise collaborated to integrate PrintRite3D® into Process Control and to make it available in CO-AM, Materialise’s end-to-end software platform for 3D printing. Sigma’s PrintRite3D® suite provides in-process data, including thermal data from the melt pool, yielding layer data that can enable users to find the root cause of defects faster. According to Sigma Additive Solutions Chief Executive Officer Jacob Brunsberg, “We’re thrilled to build upon Sigma’s existing collaboration with Materialise, bringing a holistic quality offering to the additive industry and displaying it for the first time at AMUG 2023. Incorporating automated holistic quality offerings on the CO-AM platform will place vital data in the hands of owners and operators, allowing them to make informed decisions regarding the reliability and safety of components they produce.” Bart Van der Schueren, CTO of Materialise, added, “Materialise Process Control uses artificial intelligence to automate quality control, helping our customers save significant time and money. Through collaborations with partners like Sigma Additive Solutions, AM users benefit from a technology-agnostic innovation that offers unparalleled insights into their 3D printing process. With this data, our customers can continuously learn how to improve it.” Collaborating with Materialise, Sigma is committed to helping businesses succeed by providing innovative technology solutions that improve operational efficiency, drive revenue growth, and enhance customer satisfaction. Sigma Additive Solutions and Materialise are hosting a joint presentation at AMUG 2023, Room 5C, 5th Floor, Hilton Chicago Hotel at 10:30 am CT on March 21st as well as displaying our integration at Materialise’s booth, P21, Salon D at AMUG 2023 from March 19-23. About Materialise Materialise incorporates three decades of 3D printing experience into a range of software solutions and 3D printing services, which together form the backbone of the 3D printing industry. Materialise’s open and flexible solutions enable players in a wide variety of industries, including healthcare, automotive, aerospace, art and design, and consumer goods, to build innovative 3D printing applications that aim to make the world a better and healthier place. Headquartered in Belgium, with branches worldwide, Materialise combines the largest group of software developers in the industry with one of the largest 3D printing facilities in the world. About Sigma Additive Solutions Sigma Additive Solutions, Inc. is a leading provider of in-process quality assurance (IPQA™) solutions to the additive manufacturing industry. Sigma specializes in the development and commercialization of real-time monitoring and analytics known as PrintRite3D® for 3D metal and polymer advanced manufacturing technologies. PrintRite3D detects and classifies defects and anomalies real-time during the manufacturing process, enabling significant cost-savings and production efficiencies by reducing waste, increasing yield, and shortening cycle times. Sigma believes its software solutions will be a major catalyst for the acceleration and adoption of industrial 3D printing.

Read More

ROBOTICS AND AUTOMATION

Sarcos Signs Manufacturing Services Agreement with Jabil to Advance Production Capabilities for Sarcos Robotic Systems

Businesswire | March 23, 2023

Sarcos Technology and Robotics Corporation, a leader in the design, development and manufacture of advanced robotic systems that redefine human possibilities, is collaborating with Jabil Inc., a leading manufacturing solutions provider, to expand Sarcos’ production capacity for its robotic systems and sub-systems. Under the terms of the agreement, Sarcos will utilize Jabil’s broad manufacturing services to produce a variety of leading-edge robotic systems and sub-systems. Sarcos also will be able to leverage Jabil’s global footprint, strategic supplier relationships, and state-of-the-art manufacturing facilities to accelerate volume production while benefiting from advanced supply chain, procurement, and component-sourcing solutions. “We expect that our relationship with Jabil will advance Sarcos’ manufacturing capabilities tremendously, helping to augment our overall production capacity and enabling us to scale much faster than we could without their support,” said Kiva Allgood, president and CEO, Sarcos. “We are excited to work with a proven manufacturing services leader that has a long-standing record of success and an established global network of vendors and partners as we begin delivering our robotic systems to our customers.” Sarcos expects to increase the production of its commercial robotics technologies throughout 2023, with manufacturing and assembly occurring at a combination of Sarcos’ facilities in Salt Lake City and Pittsburgh, as well as Jabil’s San Jose, California-based production site. Sarcos anticipates that Jabil will primarily produce sub-systems for Sarcos’ commercial products this year, particularly the Guardian® XT™ dexterous robotic system and may also include the Guardian® XM intelligent robotic system and Guardian® Sea Class Robotic System. In 2023, final system assembly is expected to take place at Sarcos facilities. “Jabil is pleased to provide our value-added manufacturing services, which we are confident will expand Sarcos’ overall production capacity in a highly cost-effective and efficient manner,” said Craig Trotter, vice president of the capital equipment business unit, Jabil. “Our deep expertise in materials science, mechanical assembly, and human-machine interfaces, along with final assembly and test, will prove pivotal in accelerating world-class production of Sarcos’ industry-leading robotic systems and sub-systems.” About Sarcos Technology and Robotics Corporation Sarcos Technology and Robotics Corporation designs, develops, and manufactures a broad range of advanced mobile robotic systems that redefine human possibilities and are designed to enable the safest most productive workforce in the world. Sarcos robotic systems operate in challenging, unstructured, industrial environments and include teleoperated robotic systems, a powered robotic exoskeleton, and software solutions that enable task autonomy.

Read More

MANUFACTURING TECHNOLOGY, ROBOTICS AND AUTOMATION

SVT Robotics and Kardex Solutions Partner to Enable Complete End-to-End Pick and Pack Solution

SVT Robotics | March 17, 2023

SVT Robotics, a leading enterprise software provider for the rapid integration of industrial robotics, and Kardex Solutions, a leading Global Business Partner of AutoStore™ and intralogistics solution provider of automated storage, retrieval, and material handling systems, today announced a strategic partnership. The partnership now enables Kardex Solutions customers to easily deploy and integrate AutoStore systems with additional automation technology by leveraging the power of the SVT Robotics SOFTBOT® Platform. Building upon its Kardex Control Center WES technology, Kardex Solutions has connected its software to the SOFTBOT Platform to enable a complete end-to-end pick and pack solution. Through this partnership, Kardex Solutions customers can quickly integrate and deploy an AutoStore system and Kardex Control Center with other warehouse functions, such as a WMS. "Agility is one of the greatest advantages that companies can leverage. When it comes to automation, it's imperative that businesses can quickly deploy supply chain technologies as well as reconfigure them to meet their evolving needs," said A.K. Schultz, CEO of SVT Robotics. "We're excited to partner with Kardex Solutions to offer their customers a simple and effective method for rapid automation adoption." "By coupling Kardex Control Center with the SOFTBOT Platform, we're able to provide our customers with a true 'easy button' approach to automation," said Mitch Hayes, President of Kardex Solutions. "What we've done is eliminate the complexities around warehouse automation by creating a pathway for AutoStore systems to easily integrate with technologies commonly found in distribution centers. We're proud to offer this complete solution to our customers." About SVT Robotics SVT Robotics is an enterprise software company that's revolutionizing robot deployments in the warehousing and manufacturing industries. SVT's tech-agnostic, low-code SOFTBOT Platform enables companies to integrate robots, automation, IoT technology, or human productivity tools for any task in just days or weeks. About Kardex Solutions Kardex Solutions is part of the Kardex Group, which is a leading intralogistics solution provider of automated storage, retrieval, and material handling systems and an AutoStore Global Business Partner. The Kardex mission is to provide solutions and services to increase the efficiency in storing and handling of goods and materials on a global scale.

Read More

ADDITIVE MANUFACTURING, 3D PRINTING

Sigma Additive Solutions and Materialise Deepen Collaboration Enabling Real-Time Process Monitoring for Metal 3D Printing with CO-AM Integration

Materialise | March 21, 2023

Sigma Additive Solutions, Inc. (NASDAQ:SASI) ("Sigma," "we," "our," or the "Company"), a leading provider of quality assurance software to the commercial 3D printing industry, today announced that it has expanded its collaboration with Materialise, a global leader in 3D printing software and service solutions, to provide additive manufacturing (AM) users automated quality control by integrating the PrintRite3D® quality assurance solution into the new software solution Materialise Process Control. Combining multiple complementary data sources and analytic methods allows businesses to make faster, data-driven decisions, improving operational efficiency and driving revenue growth. Materialise Process Control allows manufacturers to analyze and correlate layer data from the 3D printing process. Sigma and Materialise collaborated to integrate PrintRite3D® into Process Control and to make it available in CO-AM, Materialise’s end-to-end software platform for 3D printing. Sigma’s PrintRite3D® suite provides in-process data, including thermal data from the melt pool, yielding layer data that can enable users to find the root cause of defects faster. According to Sigma Additive Solutions Chief Executive Officer Jacob Brunsberg, “We’re thrilled to build upon Sigma’s existing collaboration with Materialise, bringing a holistic quality offering to the additive industry and displaying it for the first time at AMUG 2023. Incorporating automated holistic quality offerings on the CO-AM platform will place vital data in the hands of owners and operators, allowing them to make informed decisions regarding the reliability and safety of components they produce.” Bart Van der Schueren, CTO of Materialise, added, “Materialise Process Control uses artificial intelligence to automate quality control, helping our customers save significant time and money. Through collaborations with partners like Sigma Additive Solutions, AM users benefit from a technology-agnostic innovation that offers unparalleled insights into their 3D printing process. With this data, our customers can continuously learn how to improve it.” Collaborating with Materialise, Sigma is committed to helping businesses succeed by providing innovative technology solutions that improve operational efficiency, drive revenue growth, and enhance customer satisfaction. Sigma Additive Solutions and Materialise are hosting a joint presentation at AMUG 2023, Room 5C, 5th Floor, Hilton Chicago Hotel at 10:30 am CT on March 21st as well as displaying our integration at Materialise’s booth, P21, Salon D at AMUG 2023 from March 19-23. About Materialise Materialise incorporates three decades of 3D printing experience into a range of software solutions and 3D printing services, which together form the backbone of the 3D printing industry. Materialise’s open and flexible solutions enable players in a wide variety of industries, including healthcare, automotive, aerospace, art and design, and consumer goods, to build innovative 3D printing applications that aim to make the world a better and healthier place. Headquartered in Belgium, with branches worldwide, Materialise combines the largest group of software developers in the industry with one of the largest 3D printing facilities in the world. About Sigma Additive Solutions Sigma Additive Solutions, Inc. is a leading provider of in-process quality assurance (IPQA™) solutions to the additive manufacturing industry. Sigma specializes in the development and commercialization of real-time monitoring and analytics known as PrintRite3D® for 3D metal and polymer advanced manufacturing technologies. PrintRite3D detects and classifies defects and anomalies real-time during the manufacturing process, enabling significant cost-savings and production efficiencies by reducing waste, increasing yield, and shortening cycle times. Sigma believes its software solutions will be a major catalyst for the acceleration and adoption of industrial 3D printing.

Read More

ROBOTICS AND AUTOMATION

Sarcos Signs Manufacturing Services Agreement with Jabil to Advance Production Capabilities for Sarcos Robotic Systems

Businesswire | March 23, 2023

Sarcos Technology and Robotics Corporation, a leader in the design, development and manufacture of advanced robotic systems that redefine human possibilities, is collaborating with Jabil Inc., a leading manufacturing solutions provider, to expand Sarcos’ production capacity for its robotic systems and sub-systems. Under the terms of the agreement, Sarcos will utilize Jabil’s broad manufacturing services to produce a variety of leading-edge robotic systems and sub-systems. Sarcos also will be able to leverage Jabil’s global footprint, strategic supplier relationships, and state-of-the-art manufacturing facilities to accelerate volume production while benefiting from advanced supply chain, procurement, and component-sourcing solutions. “We expect that our relationship with Jabil will advance Sarcos’ manufacturing capabilities tremendously, helping to augment our overall production capacity and enabling us to scale much faster than we could without their support,” said Kiva Allgood, president and CEO, Sarcos. “We are excited to work with a proven manufacturing services leader that has a long-standing record of success and an established global network of vendors and partners as we begin delivering our robotic systems to our customers.” Sarcos expects to increase the production of its commercial robotics technologies throughout 2023, with manufacturing and assembly occurring at a combination of Sarcos’ facilities in Salt Lake City and Pittsburgh, as well as Jabil’s San Jose, California-based production site. Sarcos anticipates that Jabil will primarily produce sub-systems for Sarcos’ commercial products this year, particularly the Guardian® XT™ dexterous robotic system and may also include the Guardian® XM intelligent robotic system and Guardian® Sea Class Robotic System. In 2023, final system assembly is expected to take place at Sarcos facilities. “Jabil is pleased to provide our value-added manufacturing services, which we are confident will expand Sarcos’ overall production capacity in a highly cost-effective and efficient manner,” said Craig Trotter, vice president of the capital equipment business unit, Jabil. “Our deep expertise in materials science, mechanical assembly, and human-machine interfaces, along with final assembly and test, will prove pivotal in accelerating world-class production of Sarcos’ industry-leading robotic systems and sub-systems.” About Sarcos Technology and Robotics Corporation Sarcos Technology and Robotics Corporation designs, develops, and manufactures a broad range of advanced mobile robotic systems that redefine human possibilities and are designed to enable the safest most productive workforce in the world. Sarcos robotic systems operate in challenging, unstructured, industrial environments and include teleoperated robotic systems, a powered robotic exoskeleton, and software solutions that enable task autonomy.

Read More

Events