Note: all the below use cases are created to assist human and help their productivity. These use cases can be applied in any or in general in all industries.
Pick and choose that fit's your need.
- RFP Response
- Proposal Creation generic and by Industry
- Call Center analytics - Batch
- Call Center Realtime analytics for Call Center agents
- Knowledge Mining for various business domain inside a Organization
- Marketing
- Personalized Content generation for Email, Social media and others.
- Creating Blog, Stories and articles
- Document summarization of various kinds
- Communication email generations inside organization
- Product Names Generation based on company policy
- Product Research for future growth
- Investment potential analysis for market growth
- Press release creation
- Keynote, events speaker content generation
- Marketing idea, inspiration creation
- Product documentation
- Product specification
- Product Specification legal compliance
- Sales
- Sales proposal guidance
- RFP/RFQ guidance
- Extract information from customer ask from email or other document types
- Communication creation - content for Email, blog, articles and others
- Strategy creation per customer ask or requirements
- Strategy creation for industry specific use cases
- Guidance on creating Business plan
- Guidance on analyzing financial statements to understand customer priorities
- Use case creation for customer's or for Industry
- SWOT and other type of analysis for products or services
- Understanding complex information and break into easy digestable information
- Sales crafting deal making
- Negotiating deals
- Web Site Q&A
- Product or Service Help chat bot
- Customer Service Help chat bot
- Technical documentation and other documentation help chat bots.
- Company compliance chatbot for Employee communication of their corporate policy
- Contracts search and summarizer for supplier, buyer.
- Underwriter bots for various financial industries.
- Product Design tools for features and customer wireframe
- Product description creation and description
- User productivity tools for employees to manage their work like email, docs, powerpoint, plans and strategy
- Real Estate property description
- Real Estate property insights based on engineering drawings or brochures
- Real Estate property bouchers for customers detailing property and it's benefits.
- Summarize insights for various utility bills, instead of reading bills get insights.
- Summarize various videos and make it searchable and also summarize insights
- Create vido, audio based knowledge base to extract knowledge for end users
- Extract key words from above video and audio and build meta data to categorize content for organization and various industries.
- Creaeting AI products and service for customers
- Internal Organziation chatgpt to educate employees in a secured environment.
- Financial Statement content generation using financial data and providing natural language output
- Warranty information guidance
- Order creation, processing and status guidance
- Understanding supply chain supplier terms on their inventory to fulfil orders
- Manufacturing Lean document summarization, creation of new documents on how to perform steps
- Manufacturing process analysis on how products are manufactured
- Could be entire line or factory or stations
- Quality and other insights in manufacturing
- Driver insights for large heavy equipments
- Extracting information from various inspection forms
- Understanding and extraction key insights of environment by taking pictures
- Understanding Legal contracts
- Creating Legal contracts based on company products or services based.
- Providing Step by step guidance on field service technicians
- Construction - explaining engineering drawings to construction workers to build according to specification
- Construction - workplace safety and complaince guidance chat system.
- Enabling Chat based UI for applications
- Assistants or co pilots like application for all business process or products and services
- Discover new products and services for organization and various industry
- Meeting notes and summaring tasks, actions.
- Customer insights based on past history for Sales or customer care professionals
- Creating strategies for manufacturing process.
- Creating strategies for engineering a process or product or services
- Creating plans for various activities for engineering and manufacturing.
- Manufacturing - reliability and analysis of line or station behaviour to improve productivity
- Manufacturing - understanding new ways to build products and services
- Manufacturing - Workplace safety, understanding obstacles and provide safety
- Summarizing legal and privacy statements of various places.
- Creating witness statements and taking points
- Court case summarization and driving insights
- Court case transcription and documenting
- Creating power points and other informative contents.
- Cyber Security - driving key insights on behaviour
- Analyzing risk in various process
- Analyzing risk in various industries
- Medical trascription and recommedation based on symptoms and medicine.
- Healthcare creating content for appointment scheduling based on history
- Healthcare guidance on various illness
- Detecting illness based on image or x rays
- Creating video content based on content
- Creating synthetic data for various use cases.
- Gaming - creating objects and create scenes for game development
- Creating scripting or code for use cases
- Converting Code from one lanugage to another
- Converting language from one to another using whisper
- Provide audio ready content for product documentation, other manuals and process.
- Robotics - create plans for certain actions to take based on user input
- Robotics manual chat bot to operate and troubleshoot.
- Robotic design and code using Gen AI
- Create line or factory based chat gpt for operations and maintenance
- Education Virtual Tutor
- Education Virtual Class room - notes summarizer, Home work tasks
- Student learning assistant for subjects.
- Students planning for courses to take and complete
- Students recommendation based how they are performing and courses that might be of their interest
- Student assesment using Gen AI
- Lecture assitant for their classes
- Education instituional courses chat bot for students to understand and pick courses
- Education Student creating their own learning path
- Agriculture - detecting plants, fruits and other defects using image
- Agriculture - describe specices of insects that are eating the plant.
- Agriculture - finding yeild and getting insights based on images of fields.
- Agricutlure - Field chat gpt based on equipments and enable farmers understand equipment and other operations and maintenance.
- Creating stock decription for tickers
- Creating detailed financial analysis using reasoning models.
- Applying genai to tabular data set - which are most business and financial, HR systems to provide analytics - Very much experimentation
- Technician guidance by providing steps and recommendation to perform their task.
- Insurance agents guidance bot to understand what process to follow.
- Analyzing survey data for various use cases and industries
- Creating priorities for HR job profiles or employee priority.
- Creating application descriptions for Market place apps
- Engineering application summarizing output for regular people.
- Fine tuning for specific task or specific task in a industry
- Summarizing shopping cart ordered items and show anamolies in shipping or out of stock
- Creating details description for items displayed in product catalog.
- Order taking help bot for ecommerce web site
- Engineering drawing creation bot to design new customized products.
- IT Enterprise architect - Application inventory insights
- IT - Automation use cases
- IT - Root cause analytics and provide faster resolution
- IT - Creating architecture diagrams for use cases
- IT - Creating Code for use cases
- IT - Document classficiation for knowledge mining
- Police and fire - summarizing accidents form, extracting information
- Police and fire - document summarization and classification
- Police and fire - Guidness on various situations in the field.
- Construction - reading engineering drawing and explain
- Shopping cart creation using natural language
- Analyzing sentiments from twitter feed, instragram or other social media content about products usage and comments
- Research platform for Manufacturing
- Research Platform for Food or Pharmacy products
- Research platform for design for any industry.
- Research brain storming type tools for any industry.
- Quantum computing programming using Gen AI.
- Video based insights using LLM
- Video Meta data retrieval using LLM both and text and images
- Video analytics using video summarization or talk to videos concept
- Creating scenes based on text to video
- Extract information from text in any use cases like order extraction, or extract Entity information for any use case
- Creating dialogs or Episodes based on summary of what the scene should be
- Agents based architecture for multi layer decision tree for customer support or various business functions
- Agentic Architecture
- Gen AI and Agentic platform for IT Governance to build 100's of Generation AI application
- Merger and azquistion use cases which can help consultants get insights faster then reading a lot
- Figma UI design to code generation in multiple lanugage
- Video Events tracking or task tracking - can be applied to various use cases
- Multi Agent Brain storming system for Marketing to define personas and understand various view point to understand consumer sentiments, virtual focus groups
- Cheese manufacturing governance and compliance system
- Manufacturing governance and compliance
- Other industries can also apply
- Manufacturing Receipe management virtual agent to learn and enforce best practices
- Connected Systems institute Receipe research platform to build ideas
- Natural Lanugage to Kusto KQL generator
- Language translation of documents, web site, other voice recordings into other lanuage
- Document or tutorial creation using text to speech avator service, widely used in learning and development use cases
- Planogram analysis with Vision based LLM
- Telecommunication networking equipment inventoy identification
- Virtual coach for fitness
- Virtual nurse for Medical field
- Speech enabled designing interior of the house
- Speech enabled designing a house or high rise, commercial buildings
- Natural language to diagram creations using Large language models
- Comedy Track creation for shows
- Customer planning for Sales team to analyze and prioritize strategy to focus on
- Video enabled research platforms for various industries
- Video enabled learning and development systems
- Manufacturing task monitoring and recording using vision AI and record time
- Player analytics using video AI and understanding game performance for various sports
- Player analytics for safety and medical issues
- PPE Safety analytics using Vision analytics
- Metal scratches and other visual defects identification
- Smart building Vision AI on construction, other infrastructure projects for public use cases for building, safety, quality and anamoly.
- Various vision management like queue, theft, fatigue, hardazous analysis in Train, bus, airport, ships and other publc transporation to alert officals to take action.
- Friction less entries into building
- Parking lot - slot assignment and empty detection - asking parking lot system for emtpy slots
- Inside building navigation and ability to order meetings, food, cafeteria items using natural language
- Various house hold utencils with natural lanuage capability like refrigerators, TV, microwave owen, washing machine etc.
- Driveless autonomous driving for cars, trucks, ships, airplane, trains and rockets
- Cycle time calculation using LLM for manufacturing plant floor
- Professional Services - finding the right skills for requirements
- Professional Services - Estimating project time line and resource and create project plan documents.
- Professional Services - Create and respond to RFP, RFQ, Proposal Plan.
- Professional Services - Create use case specific, industry specific plan for customers.
- Professional Services - Fast track PoC and Demo.
- Climate model using satellite image for predicting weather, atmosphere
- Patient and Health care system's that can be based on convesation.
- Health Care journal system to find recent information for advanced diagnosis
- Research based platform for healtcare diagnosis
- State, City based video analytics on camera videos on various location.
- Insights on state or city camera video for safety and regulations.
- Government entry systems for driver license, court system, public safety, Forestry where main interface will be converation based.
- Every government license, or form filling can be replaced by Gen AI Agents.
- More to come