Analytics & AI

Sensing and responding quickly in complex volatile environments


Key challenges

In volatile environments, it is crucial to timely sense changes in, e.g., customers behaviors, competitor moves and apply these rapidly. We are often asked:

  • Which knowledge is of interest to our business to become more competitive in the industry we are in and why?
  • How much of this knowledge is or can be generated/ codified digitally and which venues/sources provide access to it, including ”small” data from the company's own operation?
  • Which portion of the digital imprint do we want to capture considering difficulty, costs, and benefits, and how do we do it?
  • What can be learned by humans or machines from analysing the big data pool and potentially combining with human insights via, e.g., analytics, algorithms, mining, AI?
  • How can the insights and intelligence be applied to create better performance by implementing changes in organisations, systems or robots?
  • Which value will we get out of the organisational or robotic implementations, e.g., increased revenues, lower costs, lower risk, increased flexibility?

Our services

Our approach to analytics and AI is experimental. We identify high impact areas to start with and start reaping benefits quickly together with the clients.

Services include: 

  • Data strategy
  • AI strategy
  • Data platform design
  • Dashboard design
  • AI algorithmic design
  • Review of existing AI algorithms for, e.g., bias 
  • Data governance design

Most relevant for: CIO, Chief Data Officer, Head of Performance Management, Head of Business Transformation, GDPR responsible

 

Examples of our proprietary concepts and methods

  • Six I's to value impact with big data
  • Data architecture templates
  • Dashboard templates
  • AI case library

 

Selected case studies

Digital Transformation For a Cooperative of Retail Banks

Digital Transformation For a Cooperative of Retail Banks

A cooperative of Scandinavian retail banks faced a radically changing end user digitalisation behaviour, increased opera…

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Identifying Business Benefits of a Multibillion Health Care Platform Investment

Identifying Business Benefits of a Multibillion Health Care Platform Investment

The client was facing one of the largest ever health care platform investments in the public sector. The platform, suppo…

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Selected perspectives

Big Data: The Six I’s to Value Impact

Big Data: The Six I’s to Value Impact

April 2016

Sorting out how to leverage Big Data in a business strategy is just as crucial as dealing with its voluminous nature.

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Sailing 7 Waves of Computing Innovations for Maximum Business Impact

Sailing 7 Waves of Computing Innovations for Maximum Business Impact

January 2020

Innovations in computing and provider models have over decades taken executives for a ride. But when not managed careful…

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Smart Homes: Clever Strategies Needed

Smart Homes: Clever Strategies Needed

June 2019

Three competitive battles are likely to play out in the near future as the war for convenience, design and sustainabilit…

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Digital Business Models: Two-Thirds Are Fundamentally Unsound

Digital Business Models: Two-Thirds Are Fundamentally Unsound

February 2016

Digital businesses are innovative and disruptive but not always valuable and good for customers – Meet the Digital Illus…

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Accelerating Digital Disruption in Tableware

Accelerating Digital Disruption in Tableware

June 2019

Manufacturers of premium brands in the tableware market are creating new direct-to-consumer digital channels, intensifyi…

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