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Technology Congestion is a not a recent phenomenon but the urgency around Digital Innovation and Digital Transformation has brought it front and center. Technology Congestion is a point in the Digital Journey where multiple technology initiatives, executed in parallel become entangled with each in a state where none of the initiatives, hampered by inter dependencies, prioritization, and cost, is able to complete, make progress and deliver business value. Modern Experiences Require Multiple Technologies Building a consumer driven, customer centric experience that truly delights and moves business KPIs requires several technologies to come together in almost a magical experience. This means that not on boarding and deploying multiple technologies is not an option or possibility. Enterprises have to build competencies in multiple technologies (and they have multiple strategic options to do so) and this can be a daunting task. Managing Technology Dependencies Often, an app-centric methodology requires a complete focus on the user and customer's experience. Delivering that experience can requires technologies that leverage each other or are inter-dependent on each other. Inter-dependencies can be sequential i.e. Technology A is required to be installed and operational before Technology B can be initialized. Inter-dependencies can also be matrixed i.e. a service X might require service Y to be complete and Service Y requires Technology B. Inter-dependencies can also be circular where System M feeds information into System N and System N, in turn, provides feedback to enable System M to iterate and improve. Innovation To A Screeching Halt Technology congestion can stall innovation. Sorting out dependencies can delay innovation and new product development and cause the enterprise to become anti-app-centric. The net impact is lost time and energy in technology installation and deployment with less than ideal focus and attention on customer value and user experience.

Digital Transformation is tough, even for seasoned technologists. This is because it is a transformation of an organization at its core. Everything from culture, technology, ideation, development, integration, delivery, and support needs to fundamentally shift to be more customer-centric, service driven, automation first and experimental in nature. No wonder that a lot of organizations take a long time and a lot of investment to see ROI from their digital transformations. Here are 5 signs that your digital transformation might be in trouble. Culture mistrusts the core digital transformation team You are spawning new initiatives before completing previous ones Decisions are top down with low accountability at the leaf nodes You tend to focus on technology stacks with little focus on customer value Inter-organization politics stifles cross-organization scenarios Culture mistrusts the core digital transformation team It is almost impossible to make an entire organization aware and participate in digital transformation at the same time. There are exceptions but in our experience, starting out with a core digital transformation team is a much better strategy than otherwise. This team should be enabled to attack a limited set of important and business relevant problems, build cutting-edge solutions and use them as examples to train and evangelize digital transformation strategies to the rest of the organization. However, the more entrenched an organization in the old way of doing things, the harder they might this central team. Resistance can be active and passive such as refusal to share data or provide the relevant context of the problem. An organization that does not set up the early crusaders for success almost always has a much harder time showing value from their digital transformation activities. You are spawning new initiatives before completing previous ones Executing on a digital transformation strategy is much harder than defining the strategy especially fo

Enterprises have to constantly decide, at every step in their digital journey, should they build or buy. This question often is posed as a critical, do or die decision and the answer varies on a case by case basis. Building can be expensive, take longer but offers future proofing and more dependability whereas buying offers a faster time to market, less risk and accountability forced through contractual terms. However, a key point often overlooked is the cost of integration. Integration can be required at multiple levels. Vendor Applications Vendor applications typically require a two-way connection between the enterprise systems and the vendor application. The application requires incoming data and information from somewhere in the enterprise technology stack and an output stream of information back into the enterprise at one or more points in the stack or workflow. Vendor Platforms Vendor provided platforms typically have similar integration requirements as Vendor applications requiring an incoming data & information connection and an outgoing information connection into the enterprise process, workflow, platform or product. Application-To-Application Application to Application integrations where an application needs to be connected to another application to either provide data or signals to enable the downstream application to create value can be seemingly deceptive. Application-To-Application integration costs can grow at O(n^2) as potentially, worst case, each application could be connected with every other application. Enterprise Stack Fragmentation The problem of integration is exacerbated by the fragmentation of the enterprise at the organization level. This problem is also known as "Shadow IT" is driven by superficially differing needs of multiple lines of businesses in an enterprise. Shadow IT typically leads to multiple instances of similar technology stacks that cause data, compute and information to be silo'd. Stack fragmentation and its

One of the biggest hurdles to Digital Transformation and Digital Innovation is the organization's inertia and tendency to optimize for self-preservation. Self-preservation can exist in the enterprise at the individual, team, divisional or the organizational level and can have a devastating impact on the organization's ability to innovate and grow. Self-preservation is not a new phenomenon however, it is more deadly for an enterprise now than ever. This is because the speed of technology change has increased geometrically. In the past, self-preservation would automatically get corrected as the technology was generally learned and adopted slowly with enough time for the enterprise to become aware of the change and implement it. However, the rate of technology change has magnified tremendously and the enterprises no longer have the luxury to take their time with the change. Inaction risks getting left behind and other competitors who leverage and change faster stand to capture the largest market shares and customer mind share. Self preservation is the tendency of the enterprise to ignore, undermine or postpone the adoption and integration of new technology in the enterprise to avoid a change in the status quo across technology, products, services and most importantly, day to day operations and organizational structure. Self-preservation can lead to what is termed as "politics" in an org, it can stifle innovation and innovative individuals & teams and it can favor business driver stagnation over risk taking. 5 Signs of Self-Preservation The following are signs of self-preservation Highlighting the Journey of Innovation as Failure Adversarial teams and individuals within an enterprise who are interested in self-preservation often go out of their way to highlight the tough, risky journey of true innovation as a failure citing the cost and the time being taken to address the real problems in a truly innovative manner. While the individuals and teams trying to

The quality or the lack thereof can be a huge contributing factor to a fractured and sluggish digital journey where ROI is hard to achieve and results come in short supply. The quality of data has a direct impact on the ability of the enterprise to be aware of relevant events, its reaction time, the decision time and its action time. A clear and concerted effort is required to measure and improve the data quality to drive better decisions and actions. Common Quality Issues The following are the most common quality issues Comprehensiveness Comprehensiveness quality issues refer to key attributes or data points missing from the data collected by the enterprise. This can occur when the data producing systems or the data delivery networks have glitches or malfunction or are incorrectly configured to miss entire rows of data or attributes of the data. Integrity Integrity quality issues refer to the corruption of the values of key attributes to contain unidentifiable or unreadable data. When key attributes are empty or null when they are by design, not allowed to be empty/null or when an attribute contains a value that does not meet the specifications of the type of the attribute for example, a string column contains an integer or a timestamp column contains a string not parse-able into a timestamp. Integrity of data is important before data can be included in the data set to drive analysis, decisions and actions. Sampling Sampling quality issues refer to the inclusion or exclusion of a certain percentage of the records in a data set with the assumption that the remainder records are good, representative sample of the original data set. Bad or inaccurate sampling can lead to a distorted view of reality and that can lead to bad decisions. In addition, sampling itself can make the data set inappropriate for certain types of analysis that require the entire dat set to be utilized for training. Filtering An upstream filtering scheme can end up removing too many or

Recently, I started my journey into the world's most enigmatic beverage- Wine! The world of Wine is so fancy and intriguing. For a novice like me, it's hard to make sense of this intricate subject. But fortunately, in one of the sporadic attempts to learn about wines, I found something astounding! Look for yourself, what  Read More

One of the most common misconceptions out there is the belief that technology equates innovation. Innovation is the creation of new value through a better solution for a problem that either does a better job in solving the problem or does so in a manner that the solution is accessible in a larger set of circumstances by a larger number of people. On the other hand, technology is simply the tooling that holds the promise of new solutions but by itself, is meaningless. Enterprises can become enamored by the promise and hype about technology and go down long, complex journeys, invest millions in upgrading technology and still come out empty on the other side because they built technology for technology's sake. Even in well intention boards and C-suite, industry peer pressure and hype around technologies can force action that ultimately leads to massive investments in people, software, technology, and vendors but does not yield the ROI promised by the technology. Leadership The problem can be accentuated when not enough due diligence is done on the applicability of the technology to the enterprise given the current state i.e. the point in time when the technology is being introduced, the customer's propensity to accept the technology-driven solution i.e. are the users ready to embrace, adopt, learn and utilize new solutions and burning problems that necessitate the adoption of new technology to better solve the problem. When the timing of new technology introduction is gotten wrong, it almost always fails to deliver on its promised ROI. Leaders need to rise above the hype and peer pressure and ensure that they understand, first and foremost, the burning problems that plague their customers or make the bedrock of their future strategy. Next, leaders need to ensure and validate that the technology in mind can actually be used to solve the problem through rapid prototyping and minimal investment. Once customer feedback on the prototype has been validated, then only

One of the key milestones on the Digital Journey starting with a Digital Strategy, Digital Transformation and then sustaining on Digital Innovation is the point where the enterprise reaches a point of data maturity powered by a single, organization wide, consistent version of the truth including the state of the customers and the state of the business and the state of the employees. This point is critical as it becomes the launchpad for several, forward looking initiatives including Artificial Intelligence, ChatBots, Blockchain etc. "Complete" A Complete version of the truth ensures that the following criteria is met: Entity Pivot The key entities that need to be tracked to generate a complete, comprehensive version of the truth are the following Employee Employees, regardless of customer facing or not, need to be understood including where they excel vs. struggle and where their struggle impact the customer experience. Key information about employees that should be tracked is what the employees are working on, how productive they are and how often they introduce delay and errors in business processes. Business Business visibility requires that the enterprise be able to track key metrics such as customer lifetime value, customer attribution, customer acquisition cost and customer satisfaction. In addition, the stage of the customer ranging from prospect to commit to paying customer to abandoned needs to be tracked. In addition, the customer's quality of service and experience needs to be tracked and understood. Customer The most critical of the three is the understanding of the customer. Customer KPIs have a direct impact on and are completely impacted by the Business and Employee KPIs. It is extremely important to understand how customers are searching for, discovering, learning, understanding, using and continuing to use the product and services delivered by the enterprise. In addition, it is important to understand what capabilities drive what kin

On the A Lean Journey blog, Tim McMahon offered up the reins to Lean Six Sigma writer, Kathryn Thompson, about a case study in lean manufacturing and six sigma. Inappropriately titled "The Successes of Lean Manufacturing and Six Sigma: A Case Study," Thompson's post is sparse on details and any data backing up the claim that Midlake Products is a decent model for lean and six sigma. No disrespect intended toward Ms. Thomson, but this article is NOT a case study. It reads more like a press release for Midlake Products. Thompson's post gives a summary of this company's lean six sigma background and links to their website which, for all intents and purposes, is devoid of any significant examples of how they implemented lean or six sigma and what the pros/cons included. A case study is something that gives a reader some indication of a need for improvements, the processes implemented, and results. They are important documents for anyone who is contemplating starting a program and looking for basic firsthand perspectives from professionals in their industry or comparable production models. If one were to desire a real case study on the matter, I'd recommend this one from Lean Enterprise Institute for starters. It lays out the information in a more traditional way.

Signs are everywhere! Whether you are shopping in a large mall, visiting a zoo, or simply driving in your car, there are signs helping to guide you along your visit or journey. However, one place that signs are highly utilized is within the workplace, especially within industrial work environments. With all the safety hazards possible in different types of jobsites, appropriate workplace signs are a must to help ensure safety. View our "10 Tips For Safety Signage Part 1" Slideshare Presentation Common Signs in the Workplace Signs can convey all sorts of messages from helpful directional arrows guiding employees and visitors to a specific location all the way to urgent, danger zone messages that require people to stop and use extreme caution. Let's discuss some of the most common types of workplace signage. Restriction Signs - These signs often refer to restricted areas or zones, restricted speeds for forklifts, or restricted weight amounts. When a restricted sign is used there are often certain limits in place. Danger Signs - Signs that warn employees of danger are often high-contrast and feature the colors of black, white, and red. These signs can warn of electrical shocks, toxic materials, or any other dangerous situation. Fire Signs - This type of signage is usually white and red and can either warn employees about fire hazards or provide information on where fire safety equipment can be found. Mandatory Signs - Mandatory signs are signs requiring that certain precautions be taken before entering or utilizing an area or piece of equipment. Some mandatory signs may require employees to wear certain protective clothing before entering. Hazard Signs - Often times these signs feature the colors yellow and black. Hazard signs warn employees and visitors of potential hazards in the area. Hazard signs may warn about forklift traffic, slippery floors, or radiation risks, among many other things. Guide Signs - This type of signage is often used

A mom's blog is like her home. Every detail speaks of her strength and passion as a woman. Here are few of the best mom blog themes that moms can use for her blogging journey.

Introduction It's the end of the day. You get home from work, sit down on your couch, and begin to relax. In this process, you may turn to music as a way to help you relax and forget the stresses of daily life. The best kind of music for this? Classical instrumental music, of course! But there's one small problem: how do you find classical music? After all, classical music isn't as popular as pop, hip hop, and rock, making it semi-difficult to find classical music, especially if your taste involves more obscure pieces. The journey to find such pieces can be difficult, which is why I want to help you by telling you the best sites and streaming services to find-and listen to-classical music. So, without further ado, let's jump right into it! The 5 Best Sites for Classical Music YouTube What kind of list would this be if I neglected to mention one of, if not the most popular website in the world, YouTube. Ever since it's inception in 2005, the site's displayed steady growth, allowing billions of people to find enjoyment and joy on the Internet. And with YouTube being one of the biggest sites in the world, it only makes sense to have a section of the website dedicated to music. This section, aptly named YouTube Music, contains any kind of music for any kind of listener. This includes classic instrumental music. Trust me when I say, there is plenty of classical music for you to listen to, from the most popular composers to the more obscure composers. Spotify Next up, we have Spotify, a titan of the streaming industry. While Spotify doesn't allow the streaming of videos, no service besides Apple Music can compete with its catalog of music, including classical instrumental music. Spotify is especially great for people who like all kinds of genres, and its cheap subscription price gives little reason to not at least consider using the service. As a matter of fact, I think there's a free monthly trial. Wouldn't hurt to give it a spin! Only thing that may give you trou

Make sure that you know your ultimate goal: You also want to know what you want to achieve as an entrepreneur.

Boo! Do we scare you? Don't worry if you continue reading; then our blog will scare the hell out of you! However, if you wish to read more spooky reviews and Halloween marketing ideas, then read our detailed guide. We gathered all the information to make your journey for Halloween fabulous! The irony behind creating any marketing strategy is to understand the users' psyche and then create something unique and exciting.

The content map allows you to deliver content with highly targeted, personalized content templates at every stage of your buyer's journey. It assists in pushing leads and prospects towards a decisive decision-making process. Content mapping is a powerful tool for creating content pillars strategies for different platforms like social media and websites.

Full-service brokers with extensive technical proficiency and support, such as Kotak Securities, is highly recommended for beginners. This is because of their expertise and years of guidance in the field of trading that can provide you with immense knowledge and customer service in your trading journey. Let us look into the parameters and factors to help you decide the best Demat account for your investment.

Did you know that more than one-third of the local web designing companies still lack a digital presence, a website? Websites have become a crucial part of the digital journey, and a website manager is somehow responsible for managing the website. To be digital in this era, it's essential to keep an eye on the competitor's social media platforms and websites to know what they're pitching next on the go!

Finding the perfect body belt for your dog friend is now more than just an essential choice in the world of pet accessories-it's a fashion statement. There are many options, ranging from safety concerns to stylish designs. This thorough guide will take you step-by-step through the important things to think about when choosing the perfect dog body belt for your pet. Prepare to travel with your beloved pet on a journey where comfort and style meet.

The cutting edge platforms for today will be the commoditized platforms of tomorrow. As the technology matures and evolves, the previous generation of technology becomes easier to build and deploy enabling a rush of vendors to capitalize on it by making it accessible to the largest possible customer base. This puts enterprises in the nontechnology sectors in an awkward position. Often not ready to consume the latest and greatest technology due to parts of their stack unable to leverage new technology and requiring upgrade to and deployment of the stepping stone technology, these enterprises have to choose between vendor lock-in in a multi-year software and service contract or risk building and implementing a version of the older technology in-house. Business Drivers of Infrastructure-as-a-Service The biggest risk in building technology platforms in-house is the risk of commoditization. The argument played out with the debate over internal vs. public clouds. Initially, enterprises were hesitant to leverage public clouds with several of them opting to build internal, private clouds. Building a cloud is hard. Operating and maintaining a cloud is even harder. Ensuring that the cloud is running on and leveraging the best in class technology requires dedication to the cause. This is often missing in non-technology enterprises by design given they are driven by different and separate business drivers and considerations. A cloud service provider is motivated to ensure the best in class service and technology because that drives revenue for them. An enterprise whose main business is not offering cloud or software services will not be motivated by the same drivers and thus there will be an inherent difference in their approach and success with building and delivering an internal cloud. Business Drivers for Platform-as-a-Service The same argument (public vs private clouds) applies to platforms. Building the best in class platforms that offer the ability to develop cuttin

It is a blog that provides tips on seo, blogging, and social media.