Use-Cases
How you can use Daisho TODAY
Will Y happen?
What is the LIKELIHOOD of something happening? Fault Prediction, Sales Prioritization, Customer Churn, Preventive Maintenance, etc.
Early Warning Systems
What PATTERNS exist? And where are they being BROKEN? Sales trends, machine performance, etc.
Driver Analysis
What is the VALUE of something likely to be? What are the drivers? Why is THIS WEEK the way it is? Forecasting, Sensitivities, Correlations across data sources, preventive actions, etc.
Segmentation
What CLUSTERS exist in data? And on what DIMENSIONS? Customer Segmentation, Machine Profiling, Data categorization
When will Y happen?
WHEN is something likely to HAPPEN? Predictive maintenance, Buying behaviour, customer targeting, etc.
Text Mining
What are people TALKING about? And how's it changing? Ticket Analysis and Categorization, Customer Feedback Summarization, etc.
Treatment Impact
WHERE/HOW has treatment been better than control? Covid-19 Analysis, Process Change Impact, Marketing Campaign Effectiveness, etc.
Time-based Trends
What time-based TRENDS exist? And how do they INTERACT? Discover seasonality, trends, change-points, anomalies.
Event Co-occurences
Which EVENTS occur together frequently? Market Basket Analysis, Frequent Patterns Discovery, Association Rules
Exploratory Data Analysis
How does my data LOOK like? What are the predominant PATTERNS? Data Profile, Relationships, Missing Values and Patterns, Outliers, and many more.
Data Preparation
Cleaning data, and converting data to a USABLE form Missing Values Treatment, Outlier Treatment, Joins, Stacks, Filters, etc.