Samples

Id	Industry	Overview	Samples
1.	Healthcare	With less time spent on admin, more time can be spent attending to a patient’s complex needs or seeing more patients.	Hack - Healthcare Prompts POC - Python Notebook MLP None yet.
2.	Financial Services	Use GAI to analyse your transactions to keep you safe & offer recommendations	Hack - Finance Prompts POC - Part 1: Finance Dotnet Notebook MLP - Project Miyagi - Part 2: Finance Python Notebook
3.	Retail & Customer Services	Use GAI to analyse compliance failures or generate product marketing content.	Hack - Retail Prompts POC - Dotnet Notebook MLP - Plugin
4.	Manufacturing	Use GAI to assist up-skilling of apprentices and technicians, through conversational on-the-job training of simple concepts.	Hack None yet. POC - ML Flow MLP None yet.

Other Samples

Solution Accelerators	Repository Link
Business Process Automation	GitHub
Azure Cognitive Search + OpenAI	GitHub
PowerApp + OpenAI	GitHub
Azure SQL Database + OpenAI	GitHub
ChatGPT + Enterprise data with Azure OpenAI	GitHub
Azure OpenAI Semantic Search Demo - Document Upload	GitHub
Redis + OpenAI	GitHub

Title	Repository Link
OpenAI Cookbook	GitHub
Call center solutions	GitHub - Example 1 GitHub - Example 2
Income Statement Analysis	GitHub

Use Case	Description
Summarisation	Large language models can condense lengthy texts into shorter summaries, retaining key information, which is helpful in digesting large volumes of information quickly.
Writing Aid	They can assist in drafting, editing, or enhancing written content by suggesting better word choices, correcting grammar, or even helping with style and tone.
Image Generation	Though primarily designed for text, some models can be fine-tuned to generate images from textual descriptions, bridging the gap between language and visual representation.
Code Generation or Transformation	By understanding programming languages, these models can aid in writing code, debugging, or even translating code between different programming languages.
Chat and Conversation	Large models can simulate human-like conversations in chatbots, providing natural responses and maintaining contextual understanding over a dialogue.
Question-answering	They excel at providing precise answers to user queries by searching through large datasets or pre-trained knowledge, making them useful in customer service or education.
Reason over Structured or Unstructured Data	They can analyse and draw insights from data, whether structured (like databases) or unstructured (like text documents), aiding in decision-making processes.
Search	By understanding the semantic meaning behind queries, large language models can enhance search engine capabilities, delivering more relevant results.

Category	Example
Analyse	Support customers to understand and reconcile costs and invoices across dimensions.
Insights	Actionable insights into cloud usage and costs using their own and similar customer's data.
Optimise	Provide tools and recommendations for customers to optimise on their cloud costs.
Simulate	Enable customers to simulate scenarios which would change their future cloud costs.