AI is no longer being treated as a side feature. Companies are starting to build their workflows around models that can summarize, search, reason, draft, classify and trigger actions across existing software.
The shift is structural
The first wave was about asking a chatbot for help. The second wave is about embedding intelligence into the tools people already use. That means AI can become part of customer support, reporting, coding, research, sales operations and financial analysis.
Why it matters
When AI moves into infrastructure, the value moves from novelty to repeat usage. The important question becomes whether a system can save time every day, reduce manual work and make decisions easier without adding friction.
What Aura watches
Aura tracks the companies, products and market moves that show where AI is becoming useful in real life. The web version gives the full context. The app gives the same story in a fast 60-word flashcard.
Read the 60-word version in Aura