The rate of companies implementing AI is continuing to skyrocket. Don’t fall victim to wasted time and a blown budget.
By Don Roedner – In the blink of an eye, AI has gone from novelty to urgency.
Tech leaders are telling companies they need to adopt AI now or be left behind. And a recent Gartner survey shows just that: AI adoption has skyrocketed over the last four years, with a 270 percent increase in the percentage of enterprises implementing AI during that period.
However, the same survey shows that 63 percent of organizations still haven’t implemented AI or machine learning (ML) in some form.
Why are there so many organizations falling behind the curve?
We meet with companies every week that are in some stage of their first ML project. And sadly, most of the conversations go more or less the same way. The project is strategic and highly visible within the organization. The internal proof of concept went off without a hitch. Now, the team is focused on getting the model’s level of confidence to a point where it can be put into production.
It’s at this point – the transition from proof of concept to production software development – that the project typically runs into big trouble. When we first meet with data science teams, their budget is often dwindling, their delivery deadline is imminent, and their model is still underperforming.
Sound familiar? The guidelines below might help your organization get its AI model to production on time without blowing your budget. more>
Posted in Business, Economy, Education, How to, Product, Science, Technology
Tagged AI, Artificial intelligence, Business improvement, Internet, Productivity, Skills, Technology
By Stuart Carlaw – When looking at optimizing the digital transformation process in industrial and manufacturing verticals, the task is complex, fraught with risk and subject to increasing pressures in abundance. ABI Research has outlined a number of best practices that fall within a two-step process that will help in “de-risking” the transformation process.
Probably the most profound challenges for anyone looking to implement a technology-driven transformation process is clearly understanding where you are currently in terms of solution maturity and what the end vision should be. Once you know where you are, then you can realistically look to where to target for advancement.
The Industry 4.0 Maturity Model by ABI Research has been designed to provide companies with a quick snapshot of their maturity level and should be viewed as a tool to help align corporations objectively about not only where they stand in the spectrum of industrial development but also where their vision should be aligned regarding future projects.
Once an organization has a good perspective of where it sits on the maturity scale, the job of avoiding common mistakes becomes a far easier prospect. The chances of chasing unrealistic technology goals and making poor decisions based on stock price rather than operational viability become far less when leadership is honest and aligned around a clear understanding of state zero represented in today’s modus operandi.
However, any company is not out of the woods until it galvanizes around a few golden rules when it pivots towards making meaningful changes to your future fortunes. >more>
Posted in Business, Economy, Education, How to, Net, Science, Technology
Tagged Broadband, Business improvement, Digital transformation, Internet, Manufacturing, Productivity, Technology
Tomorrow’s cities: evolving from “smart” to Adaptive
Cities are going smart – trying to deal with the proliferation of people, sensors, automobiles and a range of devices that demand network access and generate mind-boggling amounts of data. However, being smart is not an instance in time, and a “smart city” is not static. To be worthy of the name, a smart city must continually evolve and stay ahead of demand. This is only possible if the city’s underlying network is just as smart and can adapt to its constantly changing environment.
By Daniele Loffreda – Cities are constantly in flux. Populations move in; populations move out. Demographics change, economic growth falls and then soars. New leadership steps in and—if you believe all the commercials—technology will make everyone’s life better.
Municipal governments understand the need to consider which smart city applications will best serve the demands of their diverse demographic segments. The City of Austin’s Head of Digital Transformation, Marni White, summed up these challenges stating, “Our problems will continue to change over time, so our solutions also need to change over time.”
The one constant in the smart city is the network running underneath these solutions—and the truly smart city has a network that adapts.
Smart city applications must be aligned with where a city and its citizens want to go. Some municipalities that created model smart-cities early on have had to initiate extensive revamping. For example, the City of Barcelona has long been at the cutting edge of using digital devices and the Internet of Things to improve municipal operations; however, in 2017, Mayor Ada Colau gave Barcelona’s CTO, Francesca Bria, a mandate to “rethink the smart city from the ground up.”
This meant shifting from a “technology-first” approach, centered on interconnected devices, to a “citizen-first” focus that responds to the changing needs that residents themselves help define. more>
Posted in Broadband, Business, Communication industry, Economic development, Economy, Education, How to, Net, Product, Science, Technology
Tagged Business improvement, Ciena, Fiber optics, Internet, Organization, Productivity, Super regions
Siemens – In an industry that demands new products at an unprecedented rate, electronics companies are increasingly relying on “smart manufacturing” to address the challenges of complexity, customization, compliance, globalization and customer expectations for near-perfect quality.
Smart manufacturing – employing computer control and high levels of adaptability – takes advantage of powerful information and manufacturing technologies that enable flexibility in physical processes for a dynamic and global market.
The foundation of smart manufacturing is an integrated platform that unites all of the domains required to engineer, manufacture and deliver today’s smart products. Smart manufacturing is a digitalized development strategy that encompasses the entire process, from PCB design and factory floor optimization to incorporating customer feedback in new designs.
This approach can reduce time-to-market by up to 50 percent, shrink development costs by as much as 25 percent and enable electronics companies to deliver near-perfect product quality.
A digitalization strategy is aimed at creating digital twins of products, production, and performance – detailed and accurate replicas that help accelerate the development, manufacturing, delivery, and service of their real-world counterparts. more>
Posted in Business, Economic development, Economy, Education, How to, Net, Product, Science, Technology
Tagged Business improvement, Internet, Manufacturing, PLM, Product lifecycle management, Productivity, Siemens, Technology
Motorsports is speeding the way to safer urban mobility
A novel Siemens partnership will apply the advanced automated and connected vehicle technologies to boost safety – first in motorsports and eventually in urban environments. The partnership brings together Siemens, with its broad, chip-to-city transportation technology portfolio, and the Fédération Internationale de l’Automobile (FIA), the world leader in the most advanced forms of motorsports.
By Edward Bernardon – The World Rally Championship is a fast, exciting and spectacular event, but it can also be dangerous, even for spectators. Some people risk their lives for a perfect photo or the perfect view. Spectators often cross barriers or suddenly jump out of scrubs just to take the ultimate photo of a passing Rally car – risking their own life and potentially endangering fellow-spectators, drivers and co-drivers.
Last year more than four million spectators attended Rally events, which take place on stages that can stretch across more than 25 kilometers. This can make it difficult for race organizers to monitor an entire stage, which are often on relatively narrow dirt and gravel roads that cut through diverse terrain, further hampering efforts of marshals or spotters to watch for fans who may be in harm’s way.
Rally organizers want the ability to quickly detect people in these unsafe areas. They need a solution that provides complete situational awareness of spectator location and flow in order to ensure that all spectators can safely enjoy an event. more>
Posted in Business, Economic development, Economy, Education, How to, Product, Science, Technology, Transportation
Tagged Business improvement, Manufacturing, PLM, Product lifecycle management, Productivity, Siemens, Technology
How Orlando’s Work With Digital Twins May Change How We Engineer Everything
By Michael Keller – This is the home of BRIDG, a public-private partnership established to bring advanced microelectronics research to market through the fabrication of silicon wafers. Printed on these wafers are the microchips that enable everything from smartphones to aircraft guidance systems. The BRIDG facility, the newest of its kind in the country, can produce a mix of single wafers for prototyping and support low-volume production. Each wafer is capable of holding thousands of microchips.
“Whether we’re talking about the automotive industry, healthcare, or aerospace and defense, these chips are integral to microelectronics in our modern world,” said Fran Korosec, BRIDG’s vice president of program management.
Building chips on these wafers is no small feat. A chip could have tens of millions of transistors on every square millimeter. To help with this complex work, BRIDG is among the first in the semiconductor industry to rely on complete digital replicas of physical chip components and the physical manufacturing process used to make them.
It’s an innovation called the digital twin, and both BRIDG and Orlando are at the forefront of bringing this technology to industry. more>
Posted in Business, Economic development, Economy, Education, How to, Product, Science, Technology
Tagged Business improvement, Manufacturing, PLM, Product lifecycle management, Productivity, Siemens, Skills
Reducing resourcing challenges by out-tasking multi-vendor network infrastructure projects
In today’s increasingly complex multi-vendor network environments, many businesses are compelled to out-task their multi-vendor operations to a single provider of specialized network services. Ciena’s Atura Bavisi details the qualities needed when looking for the right multi-vendor services partner.
By Atura Bavisi – Businesses today are constantly changing, often in unique and different ways due to market-specific conditions, but they all share something in common: a complex network environment. Operators are always looking for ways to optimize their network, at once reducing complexity while adding flexibility to handle the rapidly growing traffic demands.
These conditions often create a need for multi-vendor networks. If a business would like to reduce its OPEX and at the same time improve network performance without significantly increasing their IT resources, then buying network equipment from multiple vendors and leveraging vendor-specific services to implement and maintain this disparate equipment become critical.
However, multi-vendor projects come with their own set of challenges. For example, the multi-vendor approach often reduces visibility across the network, making it difficult to plan effectively or to provision resources to support new services rapidly. What’s more, the cost of working with multiple suppliers and in-house service teams to design and deploy solutions can be prohibitive and a logistical challenge, as well as requiring multiple custom interfaces.
Very often, corporations don’t have the ability to recruit the right highly specialized personnel to meet all these technical requirements stemming from a multi-vendor network, and most vendors only focus on their own products and solutions. more>
Posted in Broadband, Communication industry, Economic development, Economy, Education, How to, Net, Product, Science, Technology, Telecom industry
Tagged Business improvement, Ciena, Fiber optics, Internet, Productivity, Technology