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🧠 Visualizing Intelligence: A Comparative Flow of LLM, Generative AI, AI Agents & Agentic AI
As the AI landscape rapidly evolves, understanding how different architectures operate and scale is no longer just a technical necessity — it’s a strategic imperative.
PRACTICAL GUIDES & HOW-TOS
Rajeev Sharma, Founder | CEO, BhuviAI Solutions
8/4/20251 min read
At BhuviAI Solutions, we’ve developed an animated comparative flowchart that brings clarity to the mechanics and evolution of four foundational AI paradigms:
🔍 What You’ll See in the Visualization
The animated SVG walks you through the core process structures of:
🔴 LLMs (Large Language Models) – from tokenization to token prediction
🟠 Generative AI – mapping features to creative outputs
🟢 AI Agents – reacting to intent and orchestrating actions
🔵 Agentic AI – autonomously initiating, planning, and adapting
Each swim lane is structured with:
Main processing stages
Sub process breakdowns
A flowing animation trail to visualize the data journey across tasks
The result: a clear, intuitive model that demystifies the operational DNA of today’s most influential AI technologies.
💡 Why We Built This
AI is no longer confined to labs or linear automation chains. Today’s systems are increasingly:
Modular – composed of specialized, interoperable components
Goal-driven – able to formulate and refine their own objectives
Context-aware – learning not just from data, but from consequence
This visualization offers a side-by-side comparison of these capabilities — helping technical teams, business leaders, and policymakers see what makes each system tick.
🎯 Who Is This For?
AI strategists planning scalable architectures
Tech leaders evaluating the next frontier of autonomy
Designers and educators communicating complex AI flows
Policy and risk teams analyzing transparency and oversight
▶️ View the Animated Flowchart
👉 [ link to full-screen view ]
🔗 About BhuviAI
At BhuviAI Solutions, we specialize in building scalable, open-source-driven AI toolchains and agent-based solutions. This visualization is part of our effort to make AI more explainable, composable, and usable across industries.
For collaboration or advisory inquiries, reach out at;
📧 mail us at info@bhuviai.com
📲 call us at +91 99719 38001
🌐 visit us at www.bhuviai.com