Barriers to adoption

Strategia per l'Intelligenza Artificiale (AI)

Vidhi Chugh

AI strategist and ethicist

Components of an effective AI strategy

Awareness

Strategia per l'Intelligenza Artificiale (AI)

Components of an effective AI strategy

Right data

Strategia per l'Intelligenza Artificiale (AI)

Components of an effective AI strategy

Innovation

Strategia per l'Intelligenza Artificiale (AI)

Components of an effective AI strategy

Team

Strategia per l'Intelligenza Artificiale (AI)

Components of an effective AI strategy

Risks associated with AI

Strategia per l'Intelligenza Artificiale (AI)

Components of an effective AI strategy

PoC first

Strategia per l'Intelligenza Artificiale (AI)

Components of an effective AI strategy

MLOps

Strategia per l'Intelligenza Artificiale (AI)

The human element in AI

 

Not just limited to a technical endeavor

Technical endeavor

  • AI strategists are also champions!

 

Needs the right advocate - AI champion

AI champion

Strategia per l'Intelligenza Artificiale (AI)

Who are AI champions?

  • Promise of AI has evolved
  • Growing need for advocating AI initiatives
  • Influence gaining significant traction

Promise of AI has evolved

Concerns around AI

  • Understand AI's potential
  • Help clear up concerns around AI
  • Can get buy-in from decision-makers
Strategia per l'Intelligenza Artificiale (AI)

Executive leadership

 

  • Role of executives in AI transformation

Executives in AI transformation

  • IBM - Need of an executive sponsor

 

  • Skillfully leading and managing innovation

Minimizing risks

  • Minimizing risks
Strategia per l'Intelligenza Artificiale (AI)

Sponsorship: more than just funding

  • Sponsors form partnerships
  • Lending credibility

Sponsors form partnerships

  • Encouraging organization-wide adoption
  • Showing support
  • Advocating the potential of AI

Funding for resources

  • Provide the funding for resources
Strategia per l'Intelligenza Artificiale (AI)

The trust gap

  • Proven its value as a technology
  • Unlocking that value on the ground

Unlocking value

  • Business' trust to act on its insights
Strategia per l'Intelligenza Artificiale (AI)

Metrics & trust

Highlight past successes and ROI

Highlight past successes and ROI

Learning from industry leaders or peers is the best resort

Learning from industry leaders or peers

Strategia per l'Intelligenza Artificiale (AI)

Engagement & transparency

 

Conduct workshops or seminars

Conduct workshops or seminars to answer:

  • How do AI models work?
  • How are they trained?
  • What data is used?
  • How do they arrive at specific output?
  • What happens if the AI system fails or makes a wrong prediction?
  • What is the mechanism to provide feedback?

Trust in AI-generated insights

Strategia per l'Intelligenza Artificiale (AI)

Let's practice!

Strategia per l'Intelligenza Artificiale (AI)

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