In 2018, I was attending a one day program on AI at the Indian Institute of Management , Bangalore which had an afternoon session with IBM engineers. Towards the end of their demo, I asked the engineers what were the actual applications of AI by IBM in the present day world, at least in India. The engineer was frank enough and admitted that it was just chatbot applications.
While going through the paper AI for the real world by Prof. Davenport and Ronanki in Feb '18, HBR, I was able to understand what were the business benefits of AI and in general what were the AI challenges that global organisations face.
Why are organistions sceptical ,of implementing AI when there are so much hype around it is a question that would naturally come to any manager or engineer working in the industry.
An anagram IEPPIO is apt for this occasion as per primary research conducted by the HBR paper authors on 250 executives in 152 AI projects, gve the real challenge faced by AI in the real world.I - ntegration
E - xpensive
P - oor understanding
P - eople
I - nnovative technology and
O - verhyped technologies
The world is yet to fully understand the cognitive ability of humans, how humans distinguish one decision from another and in spite of the best intentions, fails completely in this area.
Of course, the technologie are too expensive, which takes it out of the realm of ordinary startups and medium sized organisations.
We are yet to fully understand the nuances of AI and its applications
We do not yet have the real human resources to support full deployment of AI acropss organisations
Even though we extrapolate saying what all the technologies can do, we have immaturely developed technologies, ie. over huping it.
The overhype or over selling of the technology has created a sort of glass palaces in the minds of the public and they expect AI to change the world radically overnight, which is not possible.
Once we know the challenges faced by AI, it makes sense to understand how we can overcome it.
Understanding the Business benefits of AI
- I mprove
- O ptimise internal systems
- F ree workers from monotoinous tasks to do creative work
- B etter understandiong of p[roducts and processes
- C reate new products
- O ptimise external processes like Marketing etc
- P ursue new markets
- C apture new knowledge to venture into new products and processes
- R educe headcount at organisations
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