7 Practical Generative AI Use Cases That Deliver ROI Today

Generative AI has moved from experiment to everyday tool. But which use cases actually deliver measurable returns? Here are seven we see working in production today.

1. Customer support assistants

AI assistants grounded in your knowledge base resolve routine questions instantly and hand complex cases to human agents with full context.

2. Document processing

Extract data from invoices, contracts and forms with far higher accuracy than traditional OCR.

3. Internal knowledge search

Let employees ask questions in plain language across policies, wikis and documents.

4. Sales enablement

Generate tailored proposals, emails and call summaries in seconds.

5. Software development

AI coding assistants accelerate development, testing and documentation.

6. Marketing content

Draft blog posts, product descriptions and social content for human review and refinement.

7. Data analysis

Allow business users to query dashboards and databases using natural language.

Getting started safely

Start with a focused use case, keep humans in the loop, and ensure your data stays private. A short discovery sprint is the fastest way to identify where AI can make the biggest difference in your organisation.