AI - some lessons from Business Process Re-engineering
If Business Process Re-engineering (BPR) is new to you, here is a quick summary. Michael Hammer and James Champy were proponents of BPR...
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Disclaimer: All content posted in my blogs and on my website are my thoughts, and do not represent the opinion of any organization that I work for or have been associated with.
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There are stops on the way to “to-be”
He who never had a destination in mind often wandered. It is important to have a highly desired “to-be” state of AI. This state would be...
Three types of Change Management for AI
Implementing AI brings in change. I would broadly classify AI related changes into three types. The most obvious relates to processes....
The value of “reuse” in AI
As AI becomes mainstream, you can expect a lot of uptake of AI across multiple use cases in your organization. It is not unusual to find...
The role of “to-be” UX
The role of envisioning and documenting “to-be” state for your application’s UX in an AI implementation is extremely important. At a very...
How a data scientist can help keep AI practical
There is always an art of the possible. Possibilities exists in every discipline. Sure AI can do wonders to your processes or products....
Each Practical AI project needs these five sub projects
So let’s say you are tasked with an AI implementation. The use case is known. There is a good understanding of people and processes...
It’s all about good data!
It’s simple. Prediction rules learn from past data. If your data is bad, so will your prediction rule be. What then makes data bad? A few...
Managing the fear of unknown
A common hurdle in implementation of AI is not whether AI works as needed, but the fear of unknown. These fears range from “I need to...
Support intuition with intellect for Practical AI
Our evolution as humans has followed a certain path. We were first very instinctive. Just like a primal instinct would suggest, the cave...
The first step towards getting AI right
Where do I start when asked to add AI to my product or process? The first choice you make is an important one. AI can be implemented in...
And then there is “Practical AI”
Look around. Every one talks about AI. AI as a killer, AI as a savior, AI as an enabler. Whatever the expectations from AI may be, how...
Legal Dispute: Department of Labor – Man vs. his ‘Thought Model’
The views expressed on this blog are my own and do not necessarily reflect the views of any organization that I have worked with. Legal...
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