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Real World Use-Cases for AI

AI Strategy
Updated 25th September 2026 Published 3rd October 2024

Most businesses don't know where to start with AI.

One of the biggest challenges for most businesses is figuring out exactly how AI can be used.

You probably know AI can save you time and increase productivity, but what does that actually look like in real-world applications?

If you're struggling to figure out the full potential of AI for your business, you're certainly not alone (and, frustratingly, the AI companies are too focused on future tech to help us with this problem).

I've compiled a comprehensive list of AI use cases across various sectors.

Whether you're in customer service, healthcare, legal, or marketing - there's an AI solution that can save time.

My goal here isn't for you to simply take one of these and implement it directly - but if you can, that's a bonus!

My goal is to show you some real world example use-cases so you can see the capabilities of AI, and practical ways it's being used, and hopefully that will help you figure out ways to use it in your organisation.

Here's a look at how AI is being used today:

Customer Service

Automated Customer Support

  • Industry: Customer Service
  • Role: Customer Service Representative
  • Description: Chatbots powered by AI handle common customer queries, allowing customer service reps to focus on more complex issues.
  • Time Saving: Significant (potentially 70-100%).

Education

Personalised Learning Recommendations

  • Industry: Education
  • Role: Teacher
  • Description: AI analyses student data to create customised learning plans, helping students achieve better outcomes.
  • Time Saving: Higher productivity and/or better outcomes.

Healthcare

Healthcare Analytics

  • Industry: Healthcare
  • Role: Doctor / Data Scientist
  • Description: AI identifies patterns in medical data to improve diagnosis accuracy.
  • Time Saving: Moderate (20-40%).

AI-Assisted Consultation

  • Industry: Healthcare
  • Role: Doctor
  • Description: AI helps doctors analyse medical images and update electronic health records quickly, reducing paperwork.
  • Time Saving: Moderate (20-40%).

Personalised Medicine

  • Industry: Healthcare
  • Role: Doctor / Data Scientist
  • Description: AI enables the creation of personalised treatment plans by studying patient history and genetic data.
  • Time Saving: Higher productivity and/or better outcomes.

Patient Monitoring

  • Industry: Healthcare
  • Role: Medical Staff / AI System
  • Description: AI monitors patients remotely through wearable devices, alerting staff when needed.
  • Time Saving: Unknown, but potentially leads to better outcomes.

Legal

Contract Analysis

  • Industry: Legal
  • Role: Paralegal
  • Description: AI helps paralegals quickly review contracts, extract key clauses, and analyse documents.
  • Time Saving: Moderate (20-40%).

Marketing

Content Curation

  • Industry: Marketing
  • Role: Content Manager
  • Description: AI curates relevant content from various sources, providing personalised feeds for audiences.
  • Time Saving: Moderate (20-40%).

Content Creation Assistance

  • Industry: Marketing
  • Role: Content Manager
  • Description: AI generates initial drafts of blog posts, social media content, and emails, reducing manual effort.
  • Time Saving: Moderate (20-40%).

Personalised Client Offers

  • Industry: Sales
  • Role: Sales Representative / Marketing Team
  • Description: AI tailors offers to individual customers based on their preferences, increasing sales and satisfaction.
  • Time Saving: Higher productivity and/or better outcomes.

Pharmaceutical Research

Drug Development

  • Industry: Pharmaceutical Research
  • Role: Researcher / Data Scientist
  • Description: AI models and analyses molecular structures to accelerate drug development.
  • Time Saving: Significant (70-100%).

Finance

Risk Assessment and Management

  • Industry: Finance
  • Role: Financial Analyst / Risk Manager
  • Description: AI evaluates financial risks and identifies potential fraud, improving decision-making.
  • Time Saving: Higher productivity and/or better outcomes.

Other Industries

Document Summarisation

  • Industry: All Industries
  • Role: Knowledge Worker / Researcher
  • Description: AI summarises lengthy documents, helping workers get the key points faster.
  • Time Saving: Moderate (20-40%).

Intelligent Lead Scoring

  • Industry: Education, Food & Beverages, and others
  • Role: Sales Representative / Marketing Team
  • Description: AI analyses potential customers' behaviour to prioritise leads, focusing on high-value prospects.
  • Time Saving: Higher productivity and/or better outcomes.

Streamlined SEO Optimisation

  • Industry: All Industries
  • Role: Marketing Team / SEO Specialist
  • Description: AI automatically suggests keywords, improves content for search engines, and boosts website ranking.
  • Time Saving: Higher productivity and/or better outcomes.

AI-Driven Cybersecurity

  • Industry: All Industries
  • Role: Cybersecurity Team
  • Description: AI detects weaknesses and responds to threats by simulating cyber attacks.
  • Time Saving: Higher productivity and/or better outcomes.

Custom Manufacturing and 3D Printing

  • Industry: Manufacturing / Design
  • Role: Design Engineer / Production Manager
  • Description: AI optimises designs for 3D printing, improving efficiency and reducing costs.
  • Time Saving: Moderate (20-40%).

Autonomous Agents for Customer Service

  • Industry: Customer Service / Retail
  • Role: Customer Service Team
  • Description: AI-driven virtual assistants handle complex customer interactions, even completing transactions autonomously.
  • Time Saving: Significant (70-100%).

Predictive Maintenance in Manufacturing

  • Industry: Manufacturing
  • Role: Maintenance Team
  • Description: AI predicts when machines need servicing, preventing costly breakdowns.
  • Time Saving: Higher productivity and/or better outcomes.

AI in Recruitment and HR

  • Industry: Human Resources
  • Role: Recruiters / HR Professionals
  • Description: AI scans CVs, evaluates candidates, and conducts initial interviews, speeding up the hiring process.
  • Time Saving: Moderate (20-40%).

If you're curious about diving deeper into how AI can transform your business, visit my blog for a detailed breakdown of each use case.

What's next? Consider starting small with AI adoption, testing out one of the above use cases in your department or workflow. Track the results, and if successful, continue scaling AI-driven solutions across your business.

Do you want help implementing AI in your business? Schedule a call with me below to find out how I can help you get started today.

Have you already started using AI? I'd love to hear your experiences and any unique ways you've integrated AI into your work. Please share your thoughts in the comments here!

Knowing where to start is a scoring problem. RATES ranks your own tasks, and there are thirty worked examples in real-world AI use cases.

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