The AI Lens Framework – Core Lenses
The foundational capabilities that guide how businesses engage with and apply artificial intelligence for real-world impact. Each lens focuses on a distinct domain—Perception, Reasoning, Automation, and Interaction—enabling a structured approach to innovation. The Perception Lens powers computer vision and language understanding to help systems see and interpret the world.
What It Helps You Do : Forecast future events, trends, or behaviors
Real-World Use Case : Predict next month’s demand for air conditioners in Kochi based on weather and buying patterns
What It Helps You Do : Create content, product designs, or strategies
Real-World Use Case : Auto-generate regional product bundles & discounts in e-commerce
What It Helps You Do : Understand and respond to user actions
Real-World Use Case : Adjust in-store digital signage based on shopper movement patterns
What It Helps You Do : Interpret human sentiment, intent, or emotion
Real-World Use Case : Prioritize customer support tickets based on tone and urgency
What It Helps You Do : Optimize location-based decisions
Real-World Use Case : Optimize hyperlocal delivery routes using live traffic and weather
What It Helps You Do : Ensure fairness, transparency, and trust
Real-World Use Case : Audit and improve loan eligibility AI to remove gender bias