AI Use Cases with Large Language Models (LLMs)

Explore how artificial intelligence — especially large language model (LLM) APIs such as GPT — is revolutionizing different sectors and creating new opportunities for business innovation and growth.

AI Use Cases by Industry

Many of these use cases are now powered by large language models (LLMs) and generative AI APIs. Tools like GPT-style LLM APIs can read documents, generate human-quality text, integrate with your existing systems, and act as intelligent assistants embedded into your web applications and internal workflows. Need help implementing these solutions? Our Cape Town AI development team specializes in building custom LLM integrations for businesses.

Financial

  • Insurance
  • Investment risk analysis
  • Personalized financial planning
  • Credit scoring

Learn more about AI in insurance →

Healthcare

  • Early disease detection
  • Drug discovery
  • Personalized treatment planning
  • Remote patient monitoring

Automotive

  • Autonomous driving
  • Predictive maintenance
  • Traffic pattern analysis
  • Fleet management

Agriculture

  • Yield prediction
  • Automated harvesting
  • Soil quality analysis
  • Weather impact forecasting

Retail

  • Personalized recommendations
  • Demand forecasting
  • Inventory optimization
  • Sentiment analysis

Education

  • Adaptive learning platforms
  • Automated grading
  • Virtual tutors
  • Course personalization

Learn more about AI and education →

Manufacturing

  • Predictive maintenance
  • Quality assurance
  • Supply chain optimization
  • Process automation

Energy

  • Smart grid management
  • Renewable energy forecasting
  • Equipment monitoring
  • Energy theft detection

Logistics

  • Route optimization
  • Warehouse automation
  • Delivery time prediction
  • Fleet tracking

Hospitality

  • Chatbots for customer service
  • Personalized guest experiences
  • Revenue management
  • Sentiment analysis

Real Estate

  • Property valuation
  • Market trend prediction
  • Virtual property tours
  • Tenant screening

Telecommunications

  • Network optimization
  • Call center automation
  • Churn prediction
  • Targeted marketing campaigns

Entertainment

  • Content recommendation
  • Automated video editing
  • Audience sentiment analysis
  • Script generation

Legal

  • Document review
  • Contract analysis
  • Case law research
  • Compliance monitoring

Public Sector

  • Smart city planning
  • Public safety monitoring
  • Citizen engagement chatbots
  • Disaster management

Pharmacy

  • Drug interaction prediction
  • Medication inventory management
  • Prescription error detection
  • Patient medication adherence monitoring

Private & Advanced Large Language Model Solutions

Private & Advanced LLMs

  • Deploying private, open source language models (e.g. Llama, Mistral) on your own infrastructure for data privacy and compliance.
  • Fine-tuning language models on your internal documents, support tickets, or code to make the model speak in your brand voice and understand your business deeply.
  • Building RAG (Retrieval-Augmented Generation) systems that combine vector search with LLMs so answers always reference your latest knowledge base, not just the training data.
  • Creating autonomous task agents where large language models call APIs, update databases, and trigger workflows — effectively doing what tools like ChatGPT can do, but embedded directly in your systems without anyone needing to move a mouse or type.