Aditee Rele, Technical Lead at Microsoft India, speaks about the new era of computing, the human-centric approach to technology and the myths about machine learning and AI. She also shares the knowledge when it comes to designing intelligent application by analysing data and using advanced intelligence.
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6. From data to decisions and actions
What should
I do?
What will
happen?
Why did it
happen?
What
happened?
Interactive
Dashboards
Recommendations
& Automation
Predictive
Models
Reports
Insight
7. From data to decisions and actions
What should
I do?
What will
happen?
Why did it
happen?
What
happened?
Interactive
Dashboards
Recommendations
& Automation
Predictive
Models
Reports
Information
management
Big Data
stores
Machine
Learning
Analytics
Cortana Analytics Suite
13. Customer Insight
Customer
Acquisition
Service Analytics Financial Analytics
Demand
Forecasting
Employee Insight
Customer
Feedback Analytics
Cross sell & Upsell
Contact Center
Analytics
Financial
Forecasting
Inventory
Optimization
HR Insight
Churn Analytics
Lead Generation &
Opportunity Scoring
Fraud Management
IT Operations
Insight
Pay for
Performance
Marketing
Optimization
Risk Management
Operational
Efficiency
Personalization
Procurement
Insight
Product
Recommendation
Spend Insight
Product Innovation
Supplier Insight
Marketing Sales Service Finance Operations Workforce
Opportunities exist across functional areas
EXAMPLE SOLUTIONS
14. Improving visibility
and making accurate
predictions
Exploring new business
opportunities
• Remote monitoring
• Demand forecasting
• Risk and compliance
management
Getting the right products
to the right places
• Inventory management
• Supply chain optimization
• Marketing mix
optimization
Offering customers
exactly what they want,
when they want it
• Personalized offers
• Product
recommendations
• New product
introduction
Fixing problems proactively
before they start
• Predictive maintenance
• Operational efficiency
• Customer servicei
mprovement
• Cross-sell and upsell
• Product-as-a-service
• New data-driven
services
Characteristics of successful businesses
15. GOOD HEALTH, EXTENDED
FOR THE RIGHT CARE AT THE RIGHT TIME
A healthcare advanced analytics company working
collaboratively across domains to convert data into
actionable insights, and further provide best-in-class
possible outcomes for each of those insights
• Runs custom ML algorithms on Azure
• Enhance Patient outcomes through Data & Predictive
Analytics
• 95% Accurate Readmission Predictions
16. UNIFIED PLATFORM TO AUTOMATE
DECISIONS AND ANALYTICS, POWERED
BY COGNITIVE INTELLIGENCE
Rockmetric is a modern customer data analytics
platform powered by cognitive intelligence.
• Receives million hits a day
• Powered by a revolutionary digital analyst, ‘Alfred’
• NLP driven intelligence layer to deliver data and insights
through a conversational Q&A format.
17. CONNECTING MILLIONS OF ASPIRING
WORKERS TO EMPLOYERS WHO HIRE
7.5m Seekers 500k Employers
OCR
18.
19. “Thousands of partners sign in to our
platform every hour. The response time
from the Face API is incredible, enabling
us to verify our drivers without slowing
them down.”
Dima Kovalev, Product Manager, Uber