Adoption and skilling

Implementing AI Solutions in Business

Jacob H. Marquez

Data Scientist

Most companies never move past a POC.

1 https://sloanreview.mit.edu/projects/expanding-ais-impact-with-organizational-learning/
Implementing AI Solutions in Business

10 percent of companies gained financial benefits from AI.

Implementing AI Solutions in Business

Why?

Business metrics.

Implementing AI Solutions in Business

Why?

Project team.

Implementing AI Solutions in Business

Why?

Infrastructure.

Implementing AI Solutions in Business

Why?

AI algorithm.

Change management.

Implementing AI Solutions in Business

Why?

Parts of an AI POC.

Culture.

Implementing AI Solutions in Business

Why?

Parts of an AI POC.

Upskilling.

Implementing AI Solutions in Business

Resistance to AI

Three-quarters of survey respondents concerned about human job loss due to AI.

 

  • AI may not be readily adopted by everyone
  • Resistant to changes, especially to their known processes and roles
  • Transparent communication is important
1 https://www.forbes.com/advisor/business/software/ai-in-business/#concerns_business_owners_have_using_artificial_intelligence_section
Implementing AI Solutions in Business

Change management

A set of processes designed to successfully implement new initiatives such as AI solutions.

Inclusion.

Implementing AI Solutions in Business

Change management

A set of processes designed to successfully implement new initiatives such as AI solutions.

Roles and responsibilities.

Implementing AI Solutions in Business

Change management

A set of processes designed to successfully implement new initiatives such as AI solutions.

Integration plans.

Implementing AI Solutions in Business

Change management

A set of processes designed to successfully implement new initiatives such as AI solutions.

Assessments.

Implementing AI Solutions in Business

Change management

A set of processes designed to successfully implement new initiatives such as AI solutions.

Training.

Implementing AI Solutions in Business

Change management

A set of processes designed to successfully implement new initiatives such as AI solutions.

Communication.

Implementing AI Solutions in Business

Intentional updates to culture

 

Embrace a culture that includes:

  • Innovation
  • Continuous learning
  • Augmentation
  • Experimentation

Use AI to catapult your business to do new instead of just do more.

Culture of helpful and engaged talent.

1 https://hbr.org/podcast/2023/05/how-generative-ai-changes-organizational-culture
Implementing AI Solutions in Business

Upskilling

 

Humans working with AI effectively.

 

  • Focus on everyone in the company impacted by AI solutions
  • Likely everyone
  • Training
  • Data Literacy
  • Developing AI
  • Responsible AI
1 https://www.microsoft.com/en-us/worklab/podcast/how-ai-will-change-the-way-you-work
Implementing AI Solutions in Business

Let's practice!

Implementing AI Solutions in Business

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