Mayank Gupta

There were very high chances that there would have been no winner for this question as most of the respondents were not able to clearly establish the linkage between knowledge management and competitive edge. However, there is one answer that establishes the linkage and hence has beeen selected as the winner. Well done Tushar Ghosh. P.S. The other aspect that I would have loved to see in the answers is how do you keep AI up to date with the change in the knowledge as all answers agreed that in andsence of AI, it is the pain point

It is good to see the varied areas where AI can become a trusted partner for leaders. The best answer is from Ayomide. Well done!

Hello Tapati Starting point would be identify the pain areas or the gaps or metrics that are missing the targets in the process. - use tools like VOC: see if there are any customer complaints - use VOB: see if there are any aspirational targets set by the HOD or Process Owners - look at the process dashboard to see if metrics are in danger - do a walkthrough of the process to identify bottlenecks and/or wastes Regards Mayank Gupta

Great answers from all respondents. The best answer has been provided by Pavitra Jain. Well done. Answer from Swapnil is also a must read.

Amazing answers by all the respondents. The two answers that stand out for their details are the joint winners - Swapnil Madhav Chaukar and Sattar Mohammad Imran. Well Done!

Sumukha has provided the best answer for this question. Well done! Some other very valid points that were covered are using AI Management System (ISO 42001) - Jess' answer and keeping a separate testing environment - Ayomide's answer.

Sattar Mohammad Imran has provided the best answer to this question and hence is declared as the winner. Well done!!

Akkul Dhand has provided the winning answer to this question. Answer fro Sumukha is also a must read.

Sumukha has provided the best answer to this question. Well done!!

Ayomide Otokiti has provided the best answer to this question. Well Done!! Response from Sumukha is also a good read!

It is good to see that the respondents are visualizing the role changes in their own areas of work. And hence it is recommended that one should read all the answers to get a view of how AI is changing the role requirements across different industries and domains. There are 2 answers which stand out and hence both have been declared as winners - Sargun Diwan and Sattar Mohammad Imran. Well done!!

Thaiyeb Hussain has provided the best answer to this question by also providing a relevant example. Answer from Yuvaraj is also a must read. My 2 cents - Since the output is a system generated output (in most cases a black box), I would recommend conducting Logical Validation at regular intervals to ensure that the AI brain and human brain are calibrated

All the answers are worth reading. Some points might appear repetitive but there are some unique points that will appear in different answers. Answers from Yuvaraj and Jess are a must read. Sumukha has provided the best answer to this question. Well Done! My 2 cents - "Audit by Design" is a good approach to solve for this problem.

Mark Wexelberg has provided the best and the most comprehensive answer to this question. Well done! Answer from Sumukha is also a great read.

While most of the answers are either focussed on COPQ or Effort-Impact Matrix (or its variations), there are a lot of other tools that can be used to ensure that AI solutions are always aligned to the strategic objective of delivering superior value to the organization or customer. Tools like - Hoshin Kanri, Balanced Scorecard, VOC, VOB, Business Value Analysis etc. are all useful to establish the strategic linkage. Jess has provided the best answer to this question. Well done. Do read the other answers to understand how different tools are used to establish linkage.