There will be lots of high tech concerns requiring their own standard or unique materials. All businesses or industries will usually need to have these compete in markets. Promotions of any stuff and product these days is reliant on there being some form of organization for creating said materials for things like marketing ad placements.

AI is something of the cutting but still hazy edge of technology but even so a lot of stakes are reliant on it. Things like artificial intelligence promotion solutions are in fact getting more and more traction in the market. This is for products that can automate any sales or marketing solution for their users, from small to big businesses.

Where the market remains complex in terms of analytics humans still have not grasped everything. This could have some limits in use, such as fluctuations in markets and other such movements could not be incorporated. The commerce concerns are highly active and their details change every day and even in hours or minutes.

Areas that include analysis for markets traditionally need entire departments to run. They could include any number of specialists, dozens or hundreds when the need arises for say the largest investment firms. AI may also be programmed to do this, despite its still being too new in the field or processing, software or programming. The apps here do better today, but these of course are older types of delivery in processes here.

Today specialists like these use apps or related online resources so they can reduce the need for numbers during number or data crunching work. AI could also take care of these, despite its being a newer kind of programming or processing. There are of course software applications, which are older but still a leader in deliveries here.

These are programmed sets of computerized transactions that can be run by a few persons. This is for the hypothetical large financial firm for instance, freeing up any number of specialists, man hours and even machine hours. The automation is fast and all the calculations are reliable, but these are minimal compared to AI automation.

Apps are not totally automated, since they need humans to run or punch in details. An AI process has even less need of human control or interaction and in fact can run programs and work transactions without any human help. It can do all necessary calculations and analyses simultaneously and adjust to any factor that could be needed.

This is a type of intelligence that is close to what human experts can achieve in terms of decision making. It will therefore be independent enough, requiring little work on adjustments because it can automatically do these. Thus it could be in use for experiments of a lab for highly specialized processes including financial ones or related items.

Downsides include many kinds of needs for energy use, and these days these are still in need. The future too says that energy usage will still be needed, and addressed at all times or even increase. The other thing is how systems may be able to project a world that may no longer share in the changes that could happen in history.