Peter TarhanidisDirector | President and CEO | Adjunct | Board Member| Johnson & Johnson | Praxis Advisory | Columbia UniversityChatham, Nj, United States
GEN AI represents a significant leap in the capabilities of artificial intelligence. These advanced systems have the potential to revolutionize how organizations manage and enhance their strategic portfolios. How will your organization benefit from GEN AI's ability to enhance your strategic portfolio to achieve its key objectives? Saving Changes...
Gen AI using large language models is amazingly good at scouring large data sources and dividing information into a number of subsets or categories that try to answer the question completely.
That sounds remarkably similar to a portfolio. What does Gen AI describe as the solution space for a specific need? Does your portfolio cover the entire solution space or are you missing opportunities? Do you have projects that do not really align to any of the portfolio objectives?
Gen AI can help define the boundaries of the solution space (hundreds of times over if you wish) and also help compare your own portfolio to AI generated portfolios to help find things like gaps, duplication, and extraneous work. Saving Changes...
Markus KopkoAI Enabler for Project & Program Mgmt | Founder PMotion.ai / The PM
AI Coach| PMotion.aiHamburg, Hamburg, Germany
Dear Peter,
It's fascinating to think about how these advanced systems could really shake things up in strategic portfolio management. So, let me share some thoughts on how organizations, including one like mine, could reap the benefits of Gen AI.
First off, the predictive capabilities of Gen AI are something I'm particularly excited about. Imagine being able to forecast project outcomes with a high degree of accuracy, foresee market trends, or even predict potential risks before they become major issues. This kind of foresight could be a total game-changer in making strategic decisions. It's like having a crystal ball, but powered by data and algorithms.
Then there's the efficiency aspect. Gen AI can process and analyze massive amounts of data way faster than any human team could. This means we could have quicker insights and make more informed decisions, saving time and, in the long run, a lot of money. It's like putting the strategic planning process on steroids.
But, you know, as much as I'm a fan of what Gen AI can do, I do have some reservations. Like, how do we ensure that the decisions made by AI align with our organizational values and ethics? There's a risk that relying too much on AI could lead us to overlook the human element – the gut feeling, the emotional intelligence, and the ethical considerations that are so crucial in business.
And then there's the whole issue of data quality. Garbage in, garbage out, right? If the data fed into these AI systems isn't top-notch, the insights we get might lead us astray. Plus, I often wonder about the potential for AI bias – if the data reflects past biases, won't the AI's decisions be skewed too?
So, wrapping this up, I think while Gen AI has immense potential to transform how we manage strategic portfolios, it's not without its challenges. It's going to be crucial to strike the right balance between leveraging AI's capabilities and maintaining human oversight. And let's not forget the continuous need to assess the ethical implications and the quality of the data we're using.
What do you think? Are there aspects of Gen AI in strategic portfolio management that might pose challenges we haven't fully grasped yet? How can we ensure that these advanced systems complement rather than overshadow human decision-making? I'm curious to hear more thoughts on this.
