Barriers to adoption

Artificial Intelligence (AI) Strategy

Vidhi Chugh

AI strategist and ethicist

Components of an effective AI strategy

Awareness

Artificial Intelligence (AI) Strategy

Components of an effective AI strategy

Right data

Artificial Intelligence (AI) Strategy

Components of an effective AI strategy

Innovation

Artificial Intelligence (AI) Strategy

Components of an effective AI strategy

Team

Artificial Intelligence (AI) Strategy

Components of an effective AI strategy

Risks associated with AI

Artificial Intelligence (AI) Strategy

Components of an effective AI strategy

PoC first

Artificial Intelligence (AI) Strategy

Components of an effective AI strategy

MLOps

Artificial Intelligence (AI) Strategy

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

Artificial Intelligence (AI) Strategy

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
Artificial Intelligence (AI) Strategy

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
Artificial Intelligence (AI) Strategy

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
Artificial Intelligence (AI) Strategy

The trust gap

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

Unlocking value

  • Business' trust to act on its insights
Artificial Intelligence (AI) Strategy

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

Artificial Intelligence (AI) Strategy

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

Artificial Intelligence (AI) Strategy

Let's practice!

Artificial Intelligence (AI) Strategy

Preparing Video For Download...