Overview of AIRA dashboard
Artificial Intelligence Retail Analytics (AIRA) dashboard is Capillary’s platform to run machine learning models. AIRA dashboard offers self-serve personalization with several models available out-of-the box. The AIRA Dashboard allows you to launch models for your org in just a few clicks and leverage valuable inferences from them.
AIRA dashboard abstracts the complexity of data science and makes machine learning models easily accessible to analysts. You can make business decisions based on the insights provided by the model. Since, processing and making inferences on data present in large volumes cannot be handled manually, machine learning provides an intuitive solution to the problem. The AIRA dashboard closely works on the principles of machine learning operations (MLOps). MLOps streamlines the data science outreach for an organization.
Benefits of AIRA dashboard
AIRA Dashboard aims to address the following benefits for running and managing machine learning models efficiently.
Ready availability of machine learning models
The AIRA dashboard fosters model discovery with all existing and upcoming models available on the dashboard. To know the list of models that can be used for running personalization campaigns, for example, brand users need not rely on Capillary Customer Success (CS) teams.
Seamless integration with Capillary application
Once the models go live on the AIRA dashboard, the results (predictions) can be utilized in Engage+ as filters to run personalized campaigns.
Likewise, users of Insights+ can leverage live models to generate reports that depict vital statistics.
|All model results can be visualized on Insights+ reports. However, the Insights+ team needs to setup KPIs for the reports to view results.|
The AIRA dashboard has been designed with the goal of making Artificial Intelligence (AI) self-serve. A marketer looking to run a personalized, churn killer campaign, for instance, need not rely on internal data science teams. Capillary’s Insights+ team intervention is also not required.
With the AIRA dashboard, the marketer can leverage the relevant model while utilizing predictions to run personalized campaigns. There is no productivity loss as there is no dependency on internal or external teams.
AIRA dashboard provides a timely management of the machine learning models that an organization deploys. The dashboard validates and trains the model regularly in periodic intervals to ensure that predictions are accurate and based on recent data.
To get started with AIRA Dashboard, see here.
|Model display name||Use cases of the model|
|Customer Churn Prediction|
Campaign Response Prediction