Identify opportunities and then scale

by Sep 13, 2021Scaling AI in companies0 comments

IDENTIFY OPPORTUNITIES AND THEN SCALE

Three types of companies can be distinguished with increasing levels of the skills that are necessary to successfully scale Artificial Intelligence (AI):

Proof of Concept

  • The analysis is purely oriented to concepts that are still uncertain and the project is not yet fully understood by the company management.
  • The operating model is hierarchical and confined to functional units and each unit is managed by the corporate IT function.
  • The ability to exploit data has not yet been developed.
  • Investments are not relevant, and the results are often disappointing.

Scaling through strategy

  • The management defines the strategy based on advanced analysis and the advice of specialised resources.
  • Definition of multidisciplinary teams supported by Chief AI, Data or Analytics Officer.
  • Specializìsed teams are able to eliminate background noise by focusing on essential data.
  • Development of solutions related to robotic process automation and predictive reporting.
  • Recovery of investments in digital tools, AI applications, data analysis.
  • Development of an experimental mentality.

Industrialize AI strategies for growth

  • An innovative approach to technological platforms and to corporate culture oriented to AI strategies that are linked to real-time information, necessary to guide corporate strategic decisions.
  • A clear corporate vision of the responsibilities, indicators and governance that is needed to break up hierarchies.
  • Analysis of the factors that could improve customer acquisition, service and satisfaction.
  • Management of a responsible business that increases Brand awareness.
  • Innovation and continuous creation of value and profits.

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