Workloads

1. Generative AI & Agentic AI

What it does:
Generates new content (text, images, code)
Can act autonomously (agentic AI)
Examples:
Chatbots (like Copilot-style assistants)
Content generation (emails, reports)
AI agents completing multi-step tasks

Key concepts:
Prompts
Temperature / tokens
Grounding (using your data)

2. Natural Language Processing (NLP)

What it does:
Understands and analyses text

Examples: Sentiment analysis
Key phrase extraction
Named entity recognition
Language detection

3. Speech AI

What it does:
Works with spoken language
Examples:
Speech-to-text (transcription)
Text-to-speech
Speech translation

4. Computer Vision

What it does:
Analyses images and video
Examples:
Object detection
Image classification
Optical Character Recognition (OCR)
Facial analysis

5. Predictive Analytics (Machine Learning)

What it does:
Predicts outcomes based on data
Examples:
Sales forecasting
Fraud detection
Customer churn prediction

6. Information Extraction / Knowledge Mining

What it does:
Extracts structured data from unstructured sources
Examples:
Extracting data from invoices/forms
Indexing documents for search
Building searchable knowledge bases