Agriculture

• Soil Monitoring: Real-time monitoring of soil parameters like moisture, texture, and temperature using sensors and IoT devices.
• Crop Management: Visual sensing AI for crop health tracking, yield prediction, disease detection, and weed removal.
• Climate Analysis: Smart IoT-based decision making for humidity, rainfall, wind speed, and temperature.
• Pest Management: Predictive models for pest outbreaks and personalized pest control strategies.
• Agricultural Robotics: Driverless tractors, automated weed spraying, and robotic crop harvesting.

Banking and Finance

• Fraud Detection: Real-time transaction monitoring to identify suspicious patterns and prevent fraud.
• Credit Risk Assessment: Predictive models for assessing borrower creditworthiness.
• Customer Experience: Personalized banking services, chatbots for customer support, and AI-assisted video banking.
• KYC (Know Your Customer): Automated document verification and facial recognition for enhanced KYC processes.
• Loan Underwriting: AI-powered loan underwriting based on comprehensive borrower data analysis.

Healthcare

• Drug Discovery: Data analytics and machine learning for identifying potential drug candidates.
• Personalized Medicine: Tailored treatment plans based on individual patient characteristics.
• Healthcare Chatbots: Patient assistance for appointment scheduling, medication information, and symptom explanations.
• Telemedicine: Secure telemedicine platforms and remote patient monitoring systems.

AI based Tax & Revenue Intelligence System

• Better tax coverage
  By analyzing multiple data sources, Al aids in the identification of tax evaders, fake entities, under-reporting cases, etc., widening the tax net.
• Improved filing frequency
  Intelligent nudges and prompts encourage voluntary compliance and regular filing discipline among taxpayers as per due dates.
• Faster processing of returns and refunds
  Automating validation, matching and verification steps enables quicker processing of returns and refund disbursals.
• Targeted audits
  Al-enabled risk profiling allows focus on high revenue-yielding audits compared to arbitrary selection earlier. This improves ROI.
• Increased tax collections
  Owing to the above benefits, monthly Tax collections can consistently increase yoy, pointing to increased efficiency.
• Reduced tax evasion
  Al makes it harder for tax evaders to go undetected, discouraging fraudulent activities over the long run.
• Higher perceived compliance costs
  Intensive use of data and technology increases the perceived likelihood of getting caught for non-compliance, altering cost/benefit considerations. Al for tax compliance can steadily transform it into an efficient and future-ready tax system.

Transportation

• Road Traffic Accident Prediction:

  • AI algorithms can analyze historical accident data, traffic flow patterns, weather conditions, and other factors to predict potential accident hotspots.
  • Early detection allows for proactive measures like increased traffic surveillance, speed limit adjustments, and targeted safety campaigns.

  Intelligent Vehicle Detection

  • Real-time detection of broken-down vehicles on highways using vision-based systems.
  • Alerts can be sent to authorities for prompt removal and traffic flow optimization.

Cybersecurity

• Zero-Day Attack Detection
  Analyzing network traffic and system logs to identify and mitigate unknown threats.
• Insider Threat Detection
  Analyzing employee behavior and communication patterns to detect suspicious activity.
• Predictive Risk Analysis
  Identifying and prioritizing vulnerabilities for timely patching and mitigation.
• IoT Device Security
  Developing AI-based intrusion detection systems to protect IoT devices from cyberattacks.
• Biometric Authentication
  Enhancing the security and accuracy of biometric authentication systems using deep learning.
• Behavioral Biometrics
  Continuous authentication using keystroke dynamics and touchscreen dynamics for enhanced security.
• Face Recognition with Masks
  Developing face recognition systems that work effectively even when users are wearing masks.
• Cyber Threat Detection
  Utilizing AI to analyze various data sources to detect and respond to sophisticated cyberattacks.
• User and Endpoint Anomaly Detection
  Identifying and mitigating anomalous user and endpoint behavior.
• Dark Web Monitoring
  Monitoring the dark web for illegal activities and threats using AI-powered tools.
• AI-Powered Web Application Firewall
  Enhancing web application security by analyzing traffic and classifying it as genuine or malicious.
• Network Intrusion Detection and Prevention
  Developing AI-powered systems to detect and prevent network intrusions beyond traditional signature-based methods.
• Data Leakage Prevention
  Utilizing text and image steganalysis techniques to detect hidden data and prevent data leakage.

Human Resource Management

• Demand Forecasting and HR Planning
  Market research and demand estimation based on business plans. Human resource planning and forecasting with optimized HR costs. Automatic job role/description creation based on demand.
• Talent Acquisition
  AI-powered sourcing, resume shortlisting, and interview scheduling.
• Interviewing and Compensation
  Virtual interview analysis, optimized compensation evaluation, and offer generation.
• Onboarding, Assignment, and Alignment
  Seamless onboarding, project/team assignment, and succession planning.
• Workforce Planning and Optimization
  Workforce analytics, predictive modeling, and skill gap analysis.
• Skills Development and Learning
  AI-driven career development plans, personalized learning management systems, and cross-functional collaboration programs.
• Performance Evaluation
  Employee performance analysis, 360-degree feedback, and goal setting.
• Attrition and Retention
  Employee attrition prediction, retention strategies, and exit interview analysis.

Legal, Law and Order

• Law Firm Chatbot
  Enhancing client interaction and providing instant legal information.
• Assistant for Legal Document Search
  Efficiently searching and retrieving relevant legal documents using LLMs.

Real Estate and Infrastructure

• Sustainable Infrastructure Development
  Incorporating sustainability assessment tools and data analytics for sustainable infrastructure projects.
• Property Search and Recommendation
  AI-driven property search platforms and personalized recommendations.
• Construction Project Management
  Streamlined project management, resource optimization, and risk assessment.
• Real Estate Investment Analysis
  Data analytics, predictive modeling, and scenario analysis for real estate investment decisions.

Sports and Fitness

• Athlete Performance Optimization
  Performance tracking, injury prevention, and personalized training plans.
• Injury Prevention and Rehabilitation
  Injury risk assessment, personalized rehabilitation programs, and remote monitoring.
• Fitness and Wellness Personalization
  Personalized fitness plans, virtual fitness coaches, and real-time health monitoring.
• Esports Analytics and Strategy
  Game analysis, player performance tracking, and strategic decision-making in esports.

Travel, Tourism, and Hospitality

• Personalized Travel Experience
  Personalized travel itineraries, recommendations, and customer assistance through chatbots.
• Dynamic Pricing and Revenue Management
  Optimizing pricing strategies and maximizing revenue.
• Customer Loyalty and Retention
  Building and maintaining customer loyalty through personalized rewards and exceptional experiences.
• Destination Management and Sustainable Tourism
  Managing tourist destinations while promoting sustainable tourism practices.

Miscellaneous (Cognitive Informatics)

• Answering Arithmetic and Numerical Queries
  Understanding and solving arithmetic and algebraic problems stated in natural language.
• Answering Natural Language Questions from Document Tables
  Extracting and analyzing data from tables to answer complex questions.
• Transformation of Unstructured Data
  Transforming unstructured and semi-structured data into structured relational database formats.
• Extraction of Numerical Information from Text
  Identifying, extracting, and analyzing numerical information from textual documents.
• Integrating Textual Information from Referral Objects
  Enriching corpora by integrating textual information from various sources within documents.
• Answering Predictive Questions
  Answering predictive questions based on given data for forecasting.
• Automatic Data Standardization
  Standardizing data from various sources for machine learning model training.
• Automatic Data Interpretation and Answering Analytical Questions
  Interpreting data from tables and charts to answer analytical questions.