Causal Diagram: Confronting the Achilles’ Heel in Observational Data

“The Book of Why” Chapters 3&4 are part of the Read with Me series and can be found on Towards Data Science.

 Causal Diagram: Confronting the Achilles’ Heel in Observational Data

The Book of Why: Evolve Your Company with AI

Chapter 3&4 Highlights

If you want to stay competitive and evolve your company with AI, it’s essential to understand the power of Causal Diagrams. By confronting the limitations of observational data, you can unlock the true potential of AI in your organization.

Practical Solutions for Middle Managers

Identify Automation Opportunities

Locate the key customer interaction points in your business that can benefit from AI. By automating these processes, you can improve efficiency, enhance customer experiences, and save valuable time and resources.

Define KPIs

Ensure that your AI initiatives have measurable impacts on your business outcomes. By setting clear Key Performance Indicators (KPIs), you can track the success of your AI projects and make data-driven decisions to drive growth and profitability.

Select an AI Solution

Choose AI tools that align with your specific needs and provide customization options. By selecting the right AI solution, you can maximize the benefits and tailor it to fit your unique business requirements.

Implement Gradually

Start your AI journey with a pilot project. Gather data and insights from this initial phase, and gradually expand the usage of AI throughout your organization. This approach allows for careful monitoring, optimization, and mitigates risks associated with rapid implementation.

AI KPI Management and Continuous Insights

If you need advice or support in managing AI KPIs, feel free to reach out to us at hello@itinai.com. We can provide you with valuable guidance to ensure your AI initiatives deliver measurable results.

For continuous insights and updates on leveraging AI, stay tuned to our Telegram channel t.me/itinainews or follow us on Twitter @itinaicom.

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