A Strategic Roadmap for Artificial Intelligence in Social Sector considering the challenges and constraints of 2020. A survey of global reference case studies, key pillars, maturity models, growth markets, revenue projections, use cases etc.
3. Pillars of AI Strategy
Interdisciplinary data science team
Robust data strategy
Robust data ecosystem
Established business processes
Commitment to IT best practices
High risk tolerance
Experimental thinking
4. Benefits of AI
Creating New Products and Services
Increasing Workforce Productivity
Winning more market share
Better Customer Segmentation
Better Business Intelligence
Efficient Business Models
10. What problems do we want to solve through AI ?
Data Deluge
Content Clutter
Information loss
Rule Ambiguity
Lack of Optimisation
Lack of Efficiency
11. Top 10 AI Use Cases
Contract / Agreement Analysis
Object Detection & Navigation
Objects from Geospatial Images
Image Search Engines
Predictive Maintenance
Image Classification & Tagging
Algorithmic Trading Strategy
12. Long Term Objectives
Developing Smarter Products and Services
Making Business Processes and Functions Intelligent
Automating Repetitive and Mundane Tasks
Automating Manufacturing Processes
15. AI Priority Sectors
Travel, Transportation & Logistics
Retail, FMCG & Supply Chain
Chemical & Petroleum
Media & Entertainment
Construction
Agriculture
Financial Services
Public Sector
16. Business Value of AI
Public Sector - 0.2 Trillion ( 9 % )
Banking - 0.3 Trillion ( 4 % )
Construction - 0.2 Trillion ( 2%)
Oil & Gas - 0.2 Trillion ( 1.8 % )
Agriculture - 0.1 Trillion ( 3 % )
17. AI landscape in India
Good Consumer Awareness
Good Consumer Readiness
Growing StartUp Ecosystem
Early Adoption Businesses
Great Government Support
Access to Data Sets
18. AI & Industry Growth
Agriculture
Manufacturing
Social Services
Public Services
Education
Food Services
19. Global Use Cases
Intrusion Detection Systems for
Cyber Security Operation Centers
Anomaly Detection in Audit and
Assurance services in Government
Runbook Automation for Banking
and Financial Services
Automation of Vendor Evaluation
Automated Auction Systems
20. AI for B2B & B2C
AI for Product Development
● Predictive Maintenance
● Supply Chain Optimisation
● Operation Optimisation
● Asset Management
AI for App Development
● Billing Management
● Fraud Detection
● Customer Authentication
● HR Management
21. AI Use Cases for
Social Sector
Workflow Optimisation for
Agriculture Workflows
Predictive Maintenance for
Agriculture Machinery
Personalisation for Finance
Engineering Analytics for
Manufacturing Industry
Operational Analytics for
Construction Industry
Recommendation Systems for
Educational Platforms
22. Chatbot Use Cases
Emergency Response
Production Support
Customer Service
Bill Payment
Hotel Reservation
Purchase Assistant
Learning Assistant
23. AI IoT Convergence
Sensor Fusion through AI
Sensor Modelling through AI
Sensor Analytics through AI
Sensor Optimisation through AI
24. AI & Cybersecurity
AI for Biometric Pattern Recognition
AI for Malware Threat Detection
AI for Digital Forensics
AI based Authentication Frameworks
25. Next Steps
● AI Action Plan
● AI Methodology
● AI Reference Architecture
● AI Ecosystem
● AI Task Force
● AI Solution Accelerators
● AI Sales Accelerators
● AI Delivery Accelerators
● Skill Gap Analysis
● SWOT Analysis