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Tag: Burrus

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Best Practices Growth Management Skills Technology

Elevate Cognitive Performance

By Daniel Burrus and Neil Smith

(In this blog series on how elevating cognitive performance is a game changer for organizations, I’ve invited Neil Smith, CTO at Think Outcomes, to join me in writing on this important topic due to his expertise and the cognitive performance software his firm has created.)

Improving cognitive performance is a strategic imperative for anticipatory leaders. With the availability of data, cognitive technology and performance analytics, stakeholders expect stronger performance, higher transparency, greater controls and clearer communications.

Performance Analytics for Cognitive Work

The transactional operations of an organization have demonstrated how people, process, technology, information and analytics can transform their processes and improve performance before, during and after a customer transaction. A key area that is ripe for improvement is the cognitive operations of an organization where the same principles involving the mind, cognitive processes, cognitive performance technology and performance analytics can transform critical thinking and stakeholder communications.

Cognitive Performance Rings

Business professionals are similar to athletes. Both groups seek to achieve greatness from their actions and get to the top of their game. LeBron James in the NBA, Serena Williams in tennis and Usain Bolt in running at the Olympic Games are all recognized for their individual achievements and team play. They didn’t just arrive. They work every day to close their own performance rings on their journey to greater precision in their craft. The same is possible for professionals. They need to not only outthink their competitors, they need to outperform themselves because they know their last performance is their last impression. Their performance is their memorable stamp on their organization and their industry.

Cognitive performance rings illustrate current and expected effectiveness in cognitive performance.

The activities performed in the minds of critical thinkers, decision makers and stakeholders are represented through cognitive performance rings in the eight performance indicators of cognitive effectiveness below.

From decades of experiences, we recognized the effectiveness of cognitive work across a wide variety of professionals in business, which are shown in the cognitive performance rings below.  Each performance ring illustrates indicators for the common ranges of current effectiveness along with their expected effectiveness.

When reviewing each performance ring, think about where your teams stand with respect to their cognitive effectiveness. Then prioritize which performance rings are important to you and your organization at this time to help it learn, grow and compete more effectively.

Eight Performance Indicators of Cognitive Effectiveness

How well is your team doing?

Performance indicator 1 — Critical Thinking

How well does your team think critically about risks and benefits?
‘Most people believe their minds lead them down a logical path. Yet, we don’t have a way to challenge the way we think in the moment.

Performance indicator 2 — Stakeholder Communications

How well does your team advance decisions with stakeholders?
‘Our stakeholders increasingly need evidence in a structured way that supports their perspectives and their questions. We don’t have a structured operating process to bring stakeholders into the decision making process easily.’

Performance indicator 3 — Cognitive Collaboration

How well does your team achieve breakthroughs during collaboration?
‘In our meetings, we can’t visualize what’s in each other’s heads. Our current processes don’t provide us a way to arrive at insights and foresights with the amount of time we have together. Frankly, it’s a challenge during this time of expected innovation.’

Performance indicator 4 — Decision Execution

How well does your team execute decisions with foresight?
‘We over rely on our gut instincts. We learn from hindsight. It’s concerning to us because change is no longer constant. It’s accelerating. We need a way to become more anticipatory.’

Performance indicator 5 — Performance Conditions

How well does your team establish upper and lower thresholds for thinking and communications?
‘We don’t share thresholds enough. When we do, we share thresholds verbally and in documents. The only way we shape the cognitive behaviors across our teams is through our review processes by management. This approach affects our culture and we don’t know how to address it.’

Performance indicator 6 — Performance Compliance

How well does your team incorporate performance conditions during thinking and communications?
‘The goals and objectives of our stakeholders aren’t transparent for our team. When we do receive them, we incorporate conditions we remember. We need a systematized way to incorporate conditions into our cognitive work.’

Performance indicator 7 — Uncertainty Monitoring

How well does your team anticipate disruption?
‘We don’t anticipate disruption enough. We are susceptible to external forces as we don’t monitor indicators that can disrupt our business.’

Performance indicator 8 — Performance Advisory

How well does your team strengthen the performance of other teams?
‘We try to lead from experience. Yet, we can’t dedicate the amount of time necessary to accelerate the growth of each individual. We need to provide a way to help them self-learn and deepen their intelligence even more. That would help all of us.’

The performance yield of each ring begins with questions of uncertainty that span outcomes, impact, risk, opportunity, implications, consequences, causation or cause and effect. Performance yields arise from insights and strategic foresights in the minds of professionals. With dashboards presented the way their minds work, professionals lean in and think more deeply about situations. As they access correlated data at the speed of thought, they create performance analytics that challenge the way they think about their current situations. When they visualize indicators and patterns within dashboards about the current and target states of their subject profiles, they work in a software environment to engage their thinking, create their ah-ha moments and generate counterintuitive wisdom.

Tom Brady was selected 199th in the NFL draft by the New England Patriots and became the most decorated quarterback in history. All professionals have an opportunity for greatness. Beyond the physical game, it starts with their cognitive tools.

Learn how to elevate your planning, accelerate innovation and transform results with The Anticipatory Learning System and how to maximize the cognitive performance of your team with Cognitive Performance Software.

Digital transformation has divided us all into two camps: the disruptor and the disrupted. The Anticipatory Organization gives you the tools you need to see disruption before it happens, allowing you to turn change into advantage. Pick up a copy today at www.TheAOBook.com.

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Best Practices Growth Industries Management Skills Technology

Eliminate Cognitive Friction to Maximize Human Performance

By Daniel Burrus and Neil Smith

(In this blog series on how elevating cognitive performance is a game changer for organizations, I’ve invited Neil Smith, CTO at Think Outcomes, to join me in writing on this important topic due to his expertise and the cognitive performance software his firm has created.)

Improving cognitive performance is a strategic imperative for anticipatory leaders. Yet, cognitive performance slows down due to cognitive friction. Cognitive friction occurs when professionals can’t think through uncertainties clearly in their minds. These uncertainties include:

  1. Risks
  2. Opportunities
  3. Outcomes
  4. Consequences
  5. Implications
  6. Impact
  7. Causations
  8. Causes and effects

In an organization, cognitive friction occurs frequently across many professional roles, minds and perspectives. For the 15 areas in a cognitive operation below, cognitive friction not only spans many responsibilities, it also impacts relationships and shapes cultures.

15 Areas of a Cognitive Operation

Cognitive Friction Across Perspectives

Cognitive friction occurs when two or more professionals are challenged to get on the same page. They must resolve their perspectives — which can be very challenging. In business, professionals:

  • Perform critical thinking
  • Make decisions
  • Communicate with stakeholders
  • Collaborate with other professionals
  • React to uncertainties
  • Work with peers and stakeholders to address situational challenges
  • Advise other professionals about their cognitive work
  • Evaluate the thoroughness to think through situations in the minds of their thinkers
  • Review the risk-reward trade-offs among their team members

Cognitive Friction Within the Mind of a Professional

Cognitive friction exists within the minds of professionals and creates undue stress. The six reasons friction occurs is due to:

  1. The processing limitations in the mind
  2. Ineffective communications
  3. Unproductive collaborations
  4. Uncertainties in their minds
  5. Lack of cognitive insights and foresights
  6. Bias that leads to cognitive divisiveness


Processing Limitations in the Mind

When processing multiple data points in the mind, cognitive work can become a highly stressful activity. It’s amazing how many leaders are not equipped with cognitive tools to manage uncertainty across situations, close their knowledge gaps and achieve expected results. When a situation includes more than seven variables, it’s well-known that the human mind is not able to process this level of complexity. Think how we receive, process and remember phone numbers. Our minds are not wired to synthesize 10 or more digits at a time. In the U.S., people think about the 10 digits in a pattern of a 3-digit area code, a 3-digit prefix and 4-digits for the line number; our minds consume, process and recall smaller chunks of information.

Try this exercise in your mind to see how complexity increases quickly: spin all the digits of five phone numbers in your mind as if the numbers were on a slot machine. Can you keep track of the numbers? Most of us cannot; our minds get overwhelmed right away.

When multiple changing variables exist, that’s the type of stress professionals experience every day in their minds as they perform their risk-reward trade-offs. Without additional cognitive capabilities, leaders turn to their gut as a place to find answers; often, though, the gut isn’t a very good logic engine. Operating risk is introduced when critical thinkers and decision makers do not have access to complementary, cognitive tools to perform their cognitive activities at their best.

Effective Communications Accelerate Buy-in and Decisions

The challenges increase further for critical thinkers and decision makers when they communicate with their stakeholders, peers and dependents to gain agreement about multiple, interdependent variables. These heterogeneous thinkers add new perspectives to the decision process, which increases the complexity.

That’s when members of decision teams communicate from their emotional viewpoints. Decisions stall, lasting impressions impact culture and relationships, and people experience an impasse.

Productive Collaborations are Needed to Achieve Better Outcomes

Google Hangouts, Skype and Zoom represent a step forward in collaboration and reduce travel costs. Yet, as professionals move between face-to-face and online meetings, they still struggle to innovate with breakthrough thinking.

Often, we hear professionals say, “if I could see what’s in the minds of the people I’m working with, that would help me address the challenges I’m aware of, too.” Yet, given human limitations, most professionals can’t bridge that gap effectively. If meetings involved the ability to demonstrate thinking patterns, that would help professionals overcome this human hurdle.

As professionals join meetings, they commonly bring their mental models and biases from years of experience. Their mental models create barriers to synthesizing other people’s perspectives as well as new ways of thinking into their own thinking. Where they use their voices and presentation software to convey their thinking, most attendees try to follow the logic rather than elevate their own thinking. If they had a way to unify their thinking through the visualization of evidence that focused on addressing questions of uncertainty and their critical thoughts, they’d optimize their time, learn to pre-solve issues and focus on better outcomes together. That would advance productivity in thinking in a visual way.

When professionals conclude their meetings with follow-on questions, leaders wonder which questions weren’t brought up? Are their teams going down the wrong paths? How do these questions connect to the stakeholders’ objectives? Are they considering the Hard Trends based on future facts that are shaping the future? Professionals expend valuable time to get to clarity as they reflect on their learnings when they need insights and foresights more quickly. Anticipatory leaders seek to institute advanced collaboration processes that yield greater productivity among their teams. They see everyday innovation and breakthrough thinking as a competitive advantage today as well as tomorrow.

Uncertainties, Cognitive Insights and Foresights

As connected teams in today’s data-driven world, data scientists and stakeholders strive for better outcomes together. Where data scientists focus on big data and use machine learning to ask questions about data, stakeholders focus on decision information and ask questions to solve situational challenges. The minds of stakeholders are as effective as the:

  1. Quality of their questions to resolve their problems and uncertainties
  2. Cognitive insights and foresights that arise from their mental models

Bias and Cognitive Divisiveness

In the minds of professionals, cognitive friction results from their cognitive biases and the synthesis of disparate data. Cognitive divisiveness exists among professionals as data synthesis and bias differ across perspectives. Cognitive friction and divisiveness affect velocity and outcomes.

In their roles, professionals:

  • Are often unable to access data structured the way they think about risk-reward trade-offs
  • Don’t know what they don’t know during decision making
  • Are challenged many times to demonstrate their points of view
  • Are frequently challenged to see alternative points of view during communications
  • Struggle to shape the thinking of team members due to predefined mental models
  • Are challenged to arrive at strategic foresights and engineer outcomes

A Critical Thinking Advantage

To gain an advantage in today’s world, cognitive teams must pre-solve issues through a continuous flow of cognitive insights and foresights. To achieve their objectives, they must find new wisdom within the cognitive gaps in their minds — i.e., to get from “here” to “there.” “Here” is where they are today in context to their cognitive responsibilities. “There” is where they need to go. This cognitive gap represents their current state and target state of their subject profiles. Their stakeholders depend on actionable knowledge and wisdom from their team of thinkers to improve business results. This starts with the capabilities of their cognitive resources and tools.

Learn how to elevate your planning, accelerate innovation and transform results with The Anticipatory Learning System and how to maximize the cognitive performance of your team with Cognitive Performance Software.

Categories
Best Practices Growth Management Skills Technology

Cognitive Performance — The Human Side of Cognitive Computing

By Daniel Burrus and Neil Smith

(In this blog series on how elevating cognitive performance is a game changer for organizations, I’ve invited Neil Smith, CTO at Think Outcomes, to join me in writing on this important topic due to his expertise and the cognitive performance software his firm has created.)

As a leader, your responsibilities exist on the cognitive side of your business, where you think critically, make complex decisions, collaborate among your network, communicate with your stakeholders, comply with regulations and monitor uncertainties, to name a few. These activities represent your cognitive work. Given today’s rapid growth in organizations using AI, you are most likely exploring the current state of cognitive computing and how it can help you with your responsibilities beyond the collection, storage and retrieval of data through computers as data appliances. You are also considering how the highly marketed definitions of cognitive computing from IBM Watson can help you?

How cognitive performance computing can help you as a critical thinker in business  

As we meet with leaders in business, management consulting and government around the globe, they, too, are wondering how they can leverage cognitive computing for their work.

These professionals occupy roles in the cognitive operations of their organizations, where there is a constant set of unknowns. Senior executives are responsible for closing their gaps in knowledge about the future state of their businesses. Trusted advisors must do the same for their clients. As standard setters must set guidelines as best practices, regulators create the laws that require cognitive compliance from organizational leaders. The next evolution of cognitive computing addresses their cognitive responsibilities — i.e., helping executives and management consultants work through their risk-reward trade-offs in context to situational context and criteria, while standard setters and regulators build the required thresholds into the thinking of organizational leaders. This segment of cognitive computing is known as cognitive performance. Enhancing cognitive performance improves critical thinking, stakeholder communications, decision making, advisory collaboration, monitoring of uncertainties and cognitive compliance. Cognitive performance software extends the human mind with computing to help humans learn, compete and grow the impact of their own intellects.

Leverage cognitive computing for what your mind can’t do

Where machines continue to learn role-based tasks, it’s necessary for humans to work in harmony with machines to better navigate through areas of complexity and uncertainty. For business to advance, enhancing human performance needs to be a strategic imperative for business executives rather than accepting the status quo. With stronger human performance, culture will transform with faster cognitive insights and foresights to create an environment of deeper human learning. Without higher performance from our minds, we’re all operating the same way — figuring out situations on our own in a sequential order and learning from hindsight. Computers, available data and applying the four pillars of the Anticipatory Model will help us learn with foresight. To compete in industry today, we need cognitive computing to do more for our minds than provide data-driven insights. We need cognitive computing to assist the cerebral processing in our minds, help us gain perspective and put us in a position to make high-fidelity decisions. The human computers on top of our shoulders need turbochargers. As visual learners, wouldn’t it be great if we made our thoughts visual through thinking patterns to make the most of our risk-reward trade-offs! That would change the velocity of decision making and stakeholder communications! To move the needle much further in business requires a focus on the performance of human minds across teams — from senior executives and mid-level managers in business to those in their supply chains, consulting circles, insurance relationships, investor partnerships and professionals across the sciences, among others. Enhancing cognitive performance needs to be a strategic imperative to gain a competitive advantage.

Improve reasoning and judgment

Professionals know they rely on instinct and gut reactions all too often. Their ability to process information in their minds or to understand someone else’s viewpoint is often challenging. It’s a human limitation, and that’s where responsibility-based computing can help. The batting averages of professionals in reasoning and judgment must improve in today’s business world. The cognitive era is the time to break through these limitations and leverage computing to extend the capabilities of our minds.

Digital advancement in cognitive performance

Many teams responsible for operating processes on the transactional side of their businesses are now involved in digital transformation. They are automating their manual activities using AI, question-answering systems, big data and other software. Within the cognitive side of their businesses, the cognitive operating processes are ready to digitally advance as well. Those who spend time prioritizing and enhancing the cognitive performance of their teams will leapfrog their competitors as they will strengthen human performance.

The benefits of exponential advances in computing must now be applied to human performance. There’s a long, bright road ahead for the performance of the human mind. We’re just at the beginning.

Learn how to elevate your planning, accelerate innovation and transform results with The Anticipatory Learning System and how to maximize the cognitive performance of your team with Cognitive Performance Software.

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Marketing Personal Development Sales Technology

Boosting the Shopping Experience

Estimates hold that more data will be produced in 2018 than in all years previously. Much of that is consumer-focused—what we buy, how we buy it and why we buy it, among other information.

Thanks to the leverage and insight afforded by big data analytics, retailers of all sorts have the ability to enjoy an enormous opportunity to better focus and improve their customers’ overall shopping experience.

Big data analytics can now be used at every stage of the retail process, including identifying consumer trends, forecasting demand, pricing and pinpointing the most efficient means of delivery. That’s a proactive form of decision making, one of the benchmarks of my Anticipatory Organization Model.

That’s also good news for both shoppers and the organizations that serve them. Here are just a few areas in which data analytics is crafting a more rewarding shopping environment for everyone.

Product Recommendations

Most every Internet shopper has experienced “If you like this, consider this” and other similar pitches based on buying history and preferences. But, advances in data analysis and other related forms of technology hold the promise of more interactive, personalized forms of shopping guidance and suggestions. For instance, clothing retailer The North Face now offers an online tool called Fluid Expert Personal Shopper. The system, which uses IBM’s Watson cognitive computer technology, employs a “personal shopper” that can ask consumers questions about gender, location and even the sort of weather conditions where the clothing will be worn. From there, the system can provide specific recommendations.

Although still in an initial, limited stage, programs such as Fluid Expert Personal Shopper hold the potential for an even more comprehensive and useful customer experience. For instance, Watson is now using additional data to develop a “sentiment analysis” feature, which will allow systems to gauge changes in customer moods to better manage interactions with consumers. In effect, shopping systems will be able to interpret in an intuitive manner whether customers are pleased with a purchase, dissatisfied or interested in some other item.

More Useful, More Focused Apps

An increasing number of retailers are using mobile apps as a means to improve in-store shopping experiences and better interaction with store employees. That can begin well before a customer arrives at the store itself. For instance, retailer Nordstrom’s mobile app allows customers to check details such as product availability, size and color before they visit a Nordstrom store. The system also offers personalized recommendations based on gathered customer data. Customers who opt in can also have their profiles—including purchase histories—forwarded to in-store salespeople when they enter a store so they can receive immediate, personalized service.

In another example, Target’s mobile app leverages product location data, a store’s physical layout and customer profiles to offer personalized promotions to customers as they shop in-store. To that end, the company has begun installing beaconing technology at dozens of locations to gather movement and shopping pattern data from customers who agree to be monitored. This, in turn, promises to help customers not only make better buying decisions but to do so more efficiently instead of wandering up and down aisles in search of a particular item.

Greater Delivery Choices

The convenience of mobile Internet-based shopping has afforded consumers a greater range of control over not only when they shop but also where and when they receive items they buy. Locational data provided by the proliferation of smartphones takes that level of convenience and specificity to a completely new level. In one respect, that opens up the possibility that items can be delivered to customers wherever they happen to be—at home, on the job, at a restaurant having lunch and at any number of other locations.

Alternatively, by leveraging geolocation data, companies can also immediately notify shoppers when purchased goods have been dropped off at their homes or other spots. Not only does that lessen the chance of a delivery being missed, but time-sensitive deliveries—such as a gift that the buyer wants to keep secret from a family member—become that much easier to manage.

Consumer data isn’t limited to information about a particular shopper. Big data analytics allows organizations of all sorts to apply that information to make shopping more enjoyable, efficient and customer-focused for a broad range of consumers.

Ready to see the future and plan with greater confidence? Subscribe to my publication, The Technotrends Newsletter, now in its 35th year, and join thousands of leaders who have accelerated innovation and results by applying the principles I teach in my award-winning Anticipatory Organization Learning System.