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How Machine Learning Improves Manufacturing Inspections, Product Quality & Supply Chain Visibility
"Manufacturers’ most valuable data is generated on shop floors daily, bringing with it the challenge of analyzing it to find prescriptive insights fast – and an ideal problem for machine learning to solve.

Manufacturing is the most data-prolific industry there is, generating on average 1.9 petabytes of data every year according to the McKinsey Global Insititute. Supply chains, sourcing, factory operations, and the phases of compliance and quality management generate the majority of data."
business  featured  posts  technology  software  trends  &  concepts  inspectorio  louis  columbus'  blog  machine  learning  manufacturing  mckinsey  global  institute’  product  inspections  quality 
14 days ago by jonerp
Which Analytics And BI Technologies Will Be The Highest Priority In 2019?
"82% of enterprises are prioritizing analytics and BI applications and platforms as part of their budgets for new technologies and cloud-based services. 78% of enterprises are prioritizing advanced analytics, and 76% data preparation. 54% say AI, machine learning and Natural Language Processing (NLP) are also a high investment priority. The following graphic ranks enterprises’ investment priorities for acquiring or subscribing to new technologies and cloud-based services by analytics and BI initiatives or strategies. Please click on the graphic to expand for easier reading."
business  featured  posts  technology  software  trends  &  concepts  analytics  bi  and  in  the  age  of  ai  big  data  intelligence  cloud  computing  lake  louis  columbus'  blog 
6 weeks ago by jonerp
How To Protect Healthcare Records In A Zero Trust World
"Using access credentials stolen from co-workers or stolen laptops, unethical healthcare insiders are among the most prolific at stealing and selling patient data of any insider threat across any industry. Accenture’s study, “Losing the Cyber Culture War in Healthcare: Accenture 2018 Healthcare Workforce Survey on Cybersecurity,” found that the most common ways healthcare employees financially gain from stealing medical records is to commit tax return and credit card fraud."
business  featured  posts  technology  software  trends  &  concepts  centrify  healthcare  breaches  protenus  breach  barometer  idaptive  louis  columbus  privileged  access  credentials  zero  trust  privilege 
7 weeks ago by jonerp
Reinventing After-Sales Service In A Subscription Economy World
"91% of manufacturers are investing in predictive analytics in the next 12 months, and 50% consider Artificial Intelligence (AI) a major planned investment for 2019 to support their subscription-based business models.
New subscription business models and smart, connected products are freeing manufacturers up from competing for one-time transaction revenues to recurring revenues based on subscriptions.
By 2020, manufacturers are predicting 67% of their product portfolios will be smart, connected products according to an excellent study by Capgemini."
business  featured  posts  technology  software  trends  &  concepts  digital  disruption  internet  of  things  iot  louis  columbus'  blog  manufacturing  services  revenue  subscription  economy 
november 2018 by jonerp
Tech Leaders Look To IoT, AI & Robotics To Fuel Growth Through 2021
"
30% of tech leaders globally predict blockchain will disrupt their businesses by 2021.
IoT, Artificial Intelligence (AI) and Robotics have the greatest potential to digitally transform businesses, making them more customer-centered and efficient.
26% of global tech leaders say e-Commerce apps and platforms will be the most disruptive new business model in their countries by 2021.
IDC predicts worldwide IoT spending will reach $1.1T by 2021."
business  featured  posts  technology  software  trends  &  concepts  analytics  internet  of  things  (iot)  iot  kpmg  louis  columbus'  blog  robotics 
november 2018 by jonerp
How Blockchain Can Improve Manufacturing In 2019
"Blockchain’s greatest potential to deliver business value is in manufacturing. Increasing visibility across every area of manufacturing starting with suppliers, strategic sourcing, procurement, and supplier quality to shop floor operations including machine-level monitoring and service, blockchain can enable entirely new manufacturing business models."
business  featured  posts  technology  software  trends  &  concepts  blockchain  industry  4.0  internet  of  things  (iot)  louis  columbus'  blog  manufacturing  smart  traceability 
november 2018 by jonerp
How To Protect Healthcare IoT Devices In A Zero Trust World
"Healthcare and medical device manufacturers need to start taking action now to secure these devices during the research and development, design and engineering phases of their next generation of IoT products. Specifying and validating that every IoT access point is compatible and can scale to support Zero Trust Security (ZTS) is essential if the network of devices being designed and sold will be secure. ZTS is proving to be very effective at thwarting potential breach attempts across every threat surface an organization has. Its four core pillars include verifying the identity of every user, validating every device, limiting access and privilege, and utilizing machine learning to analyze user behavior and gain greater insights from analytics."
business  featured  posts  technology  software  trends  &  concepts  accenture  capgemini  centrify  healthcare  internet  of  things  (iot)  iot  louis  columbus'  blog 
november 2018 by jonerp
The Current State Of Cybersecurity Shows Now Is The Time For Zero Trust
"
41% of total breaches in 2017 targeted the healthcare industry, making it the most popular target for breach attempts.
Personally Identifiable Information (PII) combined with user credentials tops the percentage of breaches with 29% according to Wipro’s report.
88 records were lost or stolen every second in 2017 according to Wipro’s analysis.
Machine learning & AI are the second highest ranking security competencies for the future."
business  featured  posts  technology  software  trends  &  concepts  centrify  cisco  cybersecurity  f5  louis  columbus  palto  alto  networks  wipro 
october 2018 by jonerp
2018 Roundup Of Cloud Computing Forecasts And Market Estimates
"Amazon Web Services (AWS) accounted for 55% of the company’s operating profit in Q2, 2018, despite contributing only 12% to the company’s net sales. In Q1, 2018 services accounted for 40% of Amazon’s revenue, up from 26% three years earlier. Source: Cloud Business Drives Amazon’s Profits, Statista, July 27, 2018."
business  featured  posts  technology  software  trends  &  concepts  amazon  web  services  bessemer  venture  partners  cloud  computing  landscape  gartner  idc  louis  columbus 
october 2018 by jonerp
How AI & Machine Learning Are Redefining The War For Talent
"Of the five companies Gartner names as Cool Vendors in the field of Human Capital Management for Talent Acquisition, Eightfold is the only one achieving personalization at scale today. Attaining personalization at scale is essential if any growing business is going to succeed in attracting, acquiring and growing talent that can support their growth goals and strategies. Eightfold’s approach makes it possible to scale personalized responses to specific candidates in a company’s candidate community while defining the ideal candidate for each open position."
business  featured  posts  technology  software  trends  &  concepts  artificial  intelligence  human  capital  management  louis  columbus  machine  learning  talent  acquisition 
september 2018 by jonerp
Google Needs To Make Machine Learning Their Growth Fuel
"Google needs new AI- and machine learning-driven businesses that have lower Total Acquisition Costs (TAC) to offset the rising acquisition costs of their ad and search businesses. CB Insights found Google is experiencing rising TAC in their core ad and search businesses. With the strategic shift to mobile, Google will see TAC escalate even further. Their greatest potential for growth is infusing greater contextual intelligence and knowledge across the entire series of companies that comprise Alphabet, shown in the graphic below."
business  featured  posts  technology  software  trends  &  concepts  cb  insights  google  ai  machine  learning  louis  columbus'  blog  patents 
september 2018 by jonerp
Identities Are The New Security Perimeter
"18% of healthcare employees are willing to sell confidential data to unauthorized parties for as little as $500 to $1,000, and 24% of employees know of someone who has sold privileged credentials to outsiders, according to a recent Accenture survey.
Privileged credentials for accessing an airport’s security system were recently for sale on the Dark Web for just $10, according to McAfee."
business  featured  posts  technology  software  trends  &  concepts  centrify  cybersecurity  louis  columbus'  blog  next-gen  access  zero  trust  security 
august 2018 by jonerp
Glassdoor’s 10 Highest Paying Tech Jobs Of 2018
"
Software Engineering Manager is the highest paying position with an average salary of $163,500 with 31,621 open positions on Glassdoor today.
Over 368,000 open positions are available across the 10 highest paying jobs on Glassdoor today.
$147,000 is the average salary of the top 10 tech jobs on Glassdoor today.
12.7% of all open positions are for software engineers, making this job the most in-demand in tech today."
business  featured  posts  technology  software  glassdoor  highest  paying  tech  jobs  louis  columbus'  blog 
august 2018 by jonerp
IoT Market Predicted To Double By 2021, Reaching $520B
"The combined markets of the Internet of Things (IoT) will grow to about $520B in 2021, more than double the $235B spent in 2017. Data center and analytics will be the fastest growing IoT segment, reaching a 50% Compound Annual Growth Rate (CAGR) from 2017 to 2021. System integration, data center and analytics, network, consumer devices, connectors (or things) and legacy embedded systems are the six core technology and solution areas of the IoT market. The following graphic compares the CAGR of each area in addition to defining the worldwide revenue for each category."
business  featured  posts  technology  software  trends  &  concepts  bain  internet  of  things  forecast  (iot)  iot  louis  columbus 
august 2018 by jonerp
IBM’s 2018 Data Breach Study Shows Why We’re In A Zero Trust World Now
"The report is a quick read and the data provided is fascinating. One can’t help but reflect on how legacy security technologies designed to protect digital businesses decades ago isn’t keeping up with the scale, speed and sophistication of today’s breach attempts. The most common threat surface attacked is compromised privileged credential access. 81% of all breaches exploit identity according to an excellent study from Centrify and Dow Jones Customer Intelligence, CEO Disconnect is Weakening Cybersecurity (31 pp, PDF, opt-in)."
business  featured  posts  technology  software  trends  &  concepts  centrify  cybersecurity  enterprise  security  ibm  2018  cost  of  a  data  breach  study  louis  columbus  next-gen  access 
august 2018 by jonerp
Where Business Intelligence Is Delivering Value In 2018
"Dashboards, reporting, end-user self-service, advanced visualization, and data warehousing are the top five most important technologies and initiatives strategic to BI in 2018."
business  featured  posts  technology  software  analytics  bi  intelligence  dresner  advisory  services  louis  columbus'  blog  predictive 
july 2018 by jonerp
Three Ways Machine Learning Is Revolutionizing Zero Trust Security
"Zero Trust Security provides digital businesses with the security strategy they need to keep growing by scaling across each new perimeter and endpoint created as a result of growth. ZTS in the context of Next-Gen Access is built on four main pillars: (1) verify the user, (2) validate their device, (3) limit access and privilege, and (4) learn and adapt. The fourth pillar heavily relies on machine learning to discover risky user behavior and apply for conditional access without impacting user experience by looking for contextual and behavior patterns in access data."
business  featured  posts  technology  software  centrify  enterprise  security  louis  columbus  machine  learning  next-gen  access  zero  trust  zts 
may 2018 by jonerp
Five Reasons Why Machine Learning Needs To Make Resumes Obsolete
"The comparative analysis of high achievers’ characteristics with applicants takes seconds to complete, providing a list of prospects complete with profiles. Machine learning-derived profiles of potential hires meeting the high performers’ characteristics provided greater contextual intelligence than any resume ever could."
business  featured  posts  technology  software  applicant  tracking  systems  artificial  intelligence  byline=louis  columbus  louis  columbus'  blog  machine  learning  recruitment  résumé 
may 2018 by jonerp
How To Close The Talent Gap With Machine Learning
"Many CEOs are also making greater diversity and inclusion their highest priority. Using advanced AI and machine learning techniques, a company founded by former Google and Facebook AI Scientists is showing potential in meeting these challenges. Founders Ashutosh Garg and Varun Kacholia have over 6000+ research citations and 80+ search and personalization patents. Together they founded Eightfold.ai as Varun says “to help companies find and match the right person to the right role at the right time and, for the first time, personalize the recommendations at scale.”
business  featured  posts  technology  software  artificial  intelligence  eightfold.ai  louis  columbus'  blog  machine  learning  recruiting  recruitment  talent  management 
april 2018 by jonerp
The State Of Cloud Business Intelligence, 2018
"Dashboards, advanced visualization, ad-hoc query, data integration, and self-service are the most-required Cloud BI features in 2018. Sales & Marketing need real-time feedback on key initiatives, programs, strategies, and progress towards goals. Dashboards and advanced visualization features’ dominance of feature requirements reflect this department’s ongoing need for real-time feedback on the progress of their teams towards goals. Reporting, data discovery, and end-user data blending (data preparation) make up the next tier of importance."
business  featured  posts  technology  software  analytics  and  big  data  cloud  bi  intelligence  computing  louis  columbus'  blog 
april 2018 by jonerp
83% Of Enterprises Are Complacent About Mobile Security
"The study found that the accelerating pace of cloud, Internet of Things (IoT), and mobile adoption is outpacing enterprises’ ability to scale security management, leaving companies vulnerable. When there’s a trade-off between the expediency needed to accomplish business performance goals and security, the business goals win the majority of the time. 32% of enterprises are sacrificing security for expediency and business performance, leaving many areas of their core infrastructure unsecured. Enterprises who made this trade-off of expediency over security were 2.4x as likely to suffer data loss or downtime."
featured  posts  technology  software  louis  columbus  mobile  security  verizon  wi-fi  zero  trust 
april 2018 by jonerp
10 Ways Machine Learning Is Revolutionizing Manufacturing In 2018
"Improving semiconductor manufacturing yields up to 30%, reducing scrap rates, and optimizing fab operations are is achievable with machine learning. Attaining up to a 30% reduction in yield detraction in semiconductor manufacturing, reducing scrap rates based on machine learning-based root-cause analysis and reducing testing costs using AI optimization are the top three areas where machine learning will improve semiconductor manufacturing. McKinsey also found that AI-enhanced predictive maintenance of industrial equipment will generate a 10% reduction in annual maintenance costs, up to a 20% downtime reduction and 25% reduction in inspection costs. Source: Smartening up with Artificial Intelligence (AI) – What’s in it for Germany and its Industrial Sector? (52 pp., PDF, no opt-in) McKinsey & Company."
business  featured  posts  artificial  intelligence  cloud  computing  erp  digital  manufacturing  enterprise  software  factory  of  the  future  louis  columbus'  blog  machine  learning 
march 2018 by jonerp
2018 Will be A Breakout Year For Supply Chain Analytics - by @louiscolumbus
"66% of supply chain leaders say advanced supply chain analytics are critically important to their supply chain operations in the next 2 to 3 years. The Hackett Group found the majority of supply chain leaders have a sense of urgency for getting advanced supply chain analytics implemented and contributing to current and future operations. The majority see the value of having advanced analytics that can scale across their entire supplier network."
business  technology  software  analytics  and  big  data  bi  byline=louis  columbus  logistics  louis  columbus'  blog  supply  chain  management 
january 2018 by jonerp
10 Charts That Will Change Your Perspective On Artificial Intelligence’s Growth - by @louiscolumbus
"Machine Learning, Deep Learning and Natural Language Processing (NLP) are the three most in-demand skills on Monster.com. Just two years ago NLP had been predicted to be the most in-demand skill for application developers creating new AI apps. In addition to skills creating AI apps, machine learning techniques, Python, Java, C++, experience with open source development environments, Spark, MATLAB, and Hadoop are the most in-demand skills. Based on an analysis of Monster.com entries as of today, the median salary is $127,000 in the U.S. for Data Scientists, Senior Data Scientists, Artificial Intelligence Consultants and Machine Learning Managers."
business  technology  software  ai  startups  artificial  intelligence  byline=louis  columbus  louis  machine  learning  stanford  one  hundred  year  study  on  (ai100)  university 
january 2018 by jonerp
73% of Executives Are Researching & Launching IoT Projects In 2017 - by @louiscolumbus
"Manufacturing-based IoT connections grew 84% between 2016 and 2017, followed by energy & utilities (41%). Transportation and distribution (40%), smart cities and communities (19%) and healthcare and pharma (11%) are the remaining three industries tracked in the study who had positive growth in the number of IoT connections. The following graphic compares year-over-year growth by industry for the 2016 to 2017 timeframe."
featured  posts  technology  software  cloud  computing  internet  of  things  forecast  iot  louis  columbus'  blog 
october 2017 by jonerp
How Artificial Intelligence Is Revolutionizing Business In 2017
"The research found significant gaps between companies who have already adopted and understand Artificial Intelligence (AI) and those lagging. AI early adopters invest heavily in analytics expertise and ensuring the quality of algorithms and data can scale across their enterprise-wide information and knowledge needs. The leading companies who excel at using AI to plan new businesses and streamline existing processes all have solid senior management support for each AI initiative."
featured  posts  technology  software  artificial  intelligence  boston  consulting  group  (bcg)  cloud  computing  louis  columbus'  blog  machine  learning  mit  sloan  management  review 
september 2017 by jonerp
Gartner’s Hype Cycle for Emerging Technologies, 2017 Adds 5G, Edge Computing For First Time
"Gartner added eight new technologies to the Hype Cycle this year including 5G, Artificial General Intelligence, Deep Learning, Edge Computing, Serverless PaaS.
Virtual Personal Assistants, Personal Analytics, Data Broker PaaS (dbrPaaS) are no longer included in the Hype Cycle for Emerging Technologies."
featured  posts  technology  software  ai  amazon  web  services  analytics  artifical  intelligence  cloud  computing  landscape  deep  learning  gartner  hype  cycle  for  emerging  technologies  louis  columbus'  blog 
september 2017 by jonerp
73% Are Using Internet Of Things Data To Improve Their Business - by @louiscolumbus
"73% Are Using Internet Of Things Data To Improve Their Business. The data and insights gained from IoT are most often used for improving product quality or performance (47%), improving decision-making (46%) and lowering operational costs (45%). Improving or creating new customer relationships (44%) and reducing maintenance or downtime (42%) are also strategic areas where IoT is making a contribution today according to the Cisco study."
featured  posts  technology  software  and  best  practices  breakthroughs  cisco  internet  of  things  (iot)  study  cloud  computing  forecast  iot  louis  columbus'  blog  the  journey  to  value:  challenges 
july 2017 by jonerp
How AWS And Azure Competing Is Improving Public Cloud Adoption - by @louiscolumbus
"Only 37% of current Azure users expect to add or replace their Public Cloud provider, compared to 53% of current AWS users and 50% of GCP users. The study found that approximately 40% of respondents expect to add or replace their cloud provider in the next two years, compared to 43% who predicted that last year. Companies who have adopted Microsoft Azure are least likely to replace/add other vendors, as only 37% of current Azure users expect to add or replace, compared to 53% of current AWS users and 50% of GCP users."
business  featured  posts  amazon  aws  web  services  security  cloud  computing  landscape  louis  columbus'  blog  saas  early  adopter  research  economics 
june 2017 by jonerp
Business Intelligence And Analytics In The Cloud, 2017 - by @louiscolumbus
"Public cloud is the most preferred deployment platform for cloud BI and analytics, and the larger the organization toe more likely they are using private clouds. 46% of organizations selected public cloud platforms as their preferred infrastructure for supporting their BI, analytics, and data management initiatives in 2016. 30% are relying on a hybrid cloud platform and 24%, private clouds. With public cloud platforms becoming more commonplace in BI and analytics deployments, the need for greater PaaS- and IaaS-level orchestration becomes a priority."
featured  posts  technology  software  analytics  business  intelligence  cloud  computing  startups  erp  louis  columbus'  blog  as  a  service 
march 2017 by jonerp
2017 Is Quickly Becoming The Year Of The API Economy - by @louiscolumbus
" Individual persona needs must drive API development, and this encompasses the device(s) they use, apps they regularly work with and the workflows across all apps on a platform. When an app or platform provider has anticipated the persona needs and charted customer journeys, it shows in the APIs created. The APIs reflect customer preferences much more clearly and are more efficient in delivering great apps as a result. Providing an API code base that has these features accelerates new app development and opens entirely new channels for selling."
featured  posts  technology  software  cloud  computing  enosix  integration  salesforce  sap  ensosix  louis  columbus'  blog  as  a  service 
march 2017 by jonerp
Machine Learning Is Redefining The Enterprise In 2016 - by @louiscolumbus
"Exponential data growth with unstructured data being over 80% of the data an enterprise relies on to make decisions daily. Demand forecasts, CRM and ERP transaction data, transportation costs, barcode and inventory management data, historical pricing, service and support costs and accounting standard costing are just a few of the many sources of structured data enterprises make decisions with today."
business  featured  posts  technology  software  analytics  big  data  cloud  computing  enterprise  louis  columbus'  blog  machine  learning 
june 2016 by jonerp
Of organizational Operating Systems, Frameworks and Flows - by @dt
"Business is all about getting the work done and the work is a flow. Most of our organiations have vertical application silos – ERP, CRM, Email, HR, Document Management and more. Then we are adding enterprise social networks like Jive, or extra collaboration tools like Slack. The digital workplace is getting more complex"
featured  posts  trends  &  concepts  #entdigi  conference  alex  osterwalder  brain  corporate  culture  mapping  dave  gray  elephants  hierarchies  ideas  louis  gerstner 
may 2016 by jonerp

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