Sudip Hore

So as part of this modernization exercise,

we added a few key modules that were never there before within the application that can now you know do things like forecasting capacity or providing you actionable upgrade recommendations pulling in information from other areas of our assets such as the support site

into a single portal, those are probably some of the flagship features that we introduced as part of this new release.

Yeah, so as far as some of those forecasting capabilities go, we take a lot of things into consideration.

Given we have such a huge pool of data, we obviously look at what is your specific usage trend from the past.

So based on that usage trend, we kind of create a profile for a particular system and then forecast it out over a time period.

Now, one of the things to keep in mind around this forecasting is, and to some degree it's also an alert, is we want to make it actionable.

So the way we have designed the dashboard, we have created a few different categories.

What we call as the red category is a pool of systems where already you are over a certain threshold.

So currently we have defined the threshold at 90%.

So if you have any systems that's already over the threshold, that will be on the top of the capacity widget.

And then there are three other categories of systems where, you know, there may be a few systems which will cross that threshold in one month.

Some may cross in three months, and there may be a few others which may cross that threshold in six months.

So those are things that you probably want to start planning for.

And then there is a whole bunch of systems that are not going to reach that 90% threshold in the six-month time frame.

So from a planning perspective, we group those together, and there are probably no immediate actions that you need to consider for those systems.

what we are finding out based on some early feedback this is uh really actionable information and it really allows our customers to focus on the things that they should be planning for uh based on on those categories does that uh does that include anything on the performance side of of the controllers as well or is it just primarily capacity focused

So we started with capacity.

There are a couple of dimensions.

We still have some more work to do.