Project Flux

Think, Act, Learn, Adapt: Why Agentic AI is Nothing Like a Chatbot

Sep 5, 2025
Shwetha Balaji and Shreya Datta from McGill and Partners delve into the transformative world of agentic AI. They explore how AI is revolutionizing various industries beyond tech and discuss its practical applications, emphasizing user engagement and feedback. The duo highlights the need for communication skills and trust within teams for effective AI implementation. They tackle the challenges of AI hallucinations in regulated environments and advocate for human adaptability in the evolving job market, pointing out that creativity and diverse skills remain essential.
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INSIGHT

AI Is Becoming Mainstream

  • AI adoption is spreading beyond tech professionals into everyday roles like accounting and personal tasks.
  • People increasingly prefer conversational AI over traditional web search for multi-step help.
ANECDOTE

McGill’s Agent Deployment Story

  • McGill implemented an agentic AI in their digital platform and learned testing and monitoring are different for agents.
  • They had to enrich the agent with organisational data to improve performance over time.
INSIGHT

What Makes Agents Different

  • Agentic AI differs from chatbots by being able to think, act, learn and adapt rather than only replying from FAQs.
  • That intelligence allows proactive and context-aware actions beyond static Q&A.
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