- User don’t have to understand the ui to use the tool
- in most of the cases it’s easier to just type text
- “Awesome” effect.
- draw bar chars that would be hard to formulate with filter tool.
Based on the user's natural language input show appropriate chart. The idea is stolen from Power BI (Business intelligence tool from Microsoft).
We can ask: which product has the highest revenue? And then a chart will appear with listed product sorted by revenue. https://www.youtube.com/watch?v=qMf7OLJfCz8
Process Intelligence, causality between what activity has an influence on another. Root and cause analysis
If customer will know what is caused a slow execution or higher cost of a certain task, it would be possible to improve the process significantly without much investigation effort from the customer view.
By this we can give insights of the process not only for BI people, but for everyone.
We want provide to the user a list with prioritized issues, their location in the process (activity level) and their root causes.
At the start of the case we normally don’t know whether
Having an indicator at the start of the case, whether the case is good or bad will help our customer to take an additional action to improve the case.
This can also provide additional insights for our customers on what it means to be bad or good.
Create a model that will based on data make a prediction on a case. Case containing input data and features at the start of the process will have a probability of successful case.
Imagine a loan approval process, where a clerk looks at the each request individually and make a decision about whether the person is eligible.
We can make sense out of the events data used in the process to make process more autonomous.
Customers by uploading their event data would have possibility to create a set of rules against a decision outcome of the case.
We can even go further and derive the DMN diagram based on these rules.
Currently only customer with his domain knowledge can map event names to an activity.
To make the analysis of the event data on process level, since on process level it’s easier to understand a process.
We can introduce the system that we will do it automatically without domain knowledge involved.
To find a desired knowledge from the process intelligence tool, customer needs to create a bunch of bar charts. Normally customer do that by drawing difference bar chart in a hope that he will notice something that will bring him more knowledge in his investigation. We want our customers be more efficient by speeding this process up.
From all possible bar charts that user can create, we can suggest most relevant and important ones. We can hope that these chart will lead our customer to the desired knowledge the customer want to gain.
We can introduce a sort of recommendation system for the bar charts that will help the customers.
Customer will be not scared anymore of all possible chart he can draw.
To reduce the workload of our consulting team we could automate the process of mapping the process variable to datatypes. One step forward to dynamical upload of data into our PI system.
We want to reduce the workload of our consulters and make a step forward to dynamically receive the data into our process intelligence system.