Search Driven Analytics: Enabled through a Conversational Bot
To deliver insights at the speed of thought, instead of requiring the need through dashboards, applying filters / or asking analysts - We at Mahindra & Mahindra, have developed Genie for Analytics, a voice-enabled analytics conversational assistant.
This Engine has been a first-of-its-kind, cutting edge work in Mahindra. It integrates natural language processing, query processing and natural language generation in a single interface to provide answers to analytics questions asked in simple English (text , voice) - in form of charts, tables and voice. The back end architecture, is sitting on bed rock of AI based Deep Learning Natural language & Search algorithms talking to internal databases.
The engine has been built on three principles:
• Personalization - Personalized In-sights basis user behaviors & Role
• Search Engine - Single source for analytics
• Maturing Analytics - including moving into exceptions, predictive & prescriptive
It empowers front-line HR employees, to deep dive in their data, make multiple data points talk to each other - by only asking questions in simple English - and in process uncover In-sights & get those delivered to them in seconds.