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What is Agentic AI?

Writer: Grid Synergy Marketing
Grid Synergy Marketing
Aug 28
2 min read

Updated: 3 days ago


Grid Synergy Applied AI Studio · Updated July 2026





Agentic AI refers to AI systems capable of autonomous reasoning, planning, knowledge retrieval and coordinated action across multiple workflows and tools.


Artificial Intelligence has evolved rapidly. The first generation of AI assistants focused on answering questions. Agentic AI represents the next stage: rather than simply responding to a single prompt, it pursues objectives, plans actions, accesses multiple sources of information, coordinates specialised agents, and completes multi-step tasks.


In Simple Terms: traditional AI answers questions. Agentic AI gets things done.


How It Differs From Chatbots

A traditional chatbot operates reactively — it waits for a question and generates a response. An Agentic AI system can break a complex problem into smaller tasks, retrieve information from multiple sources, use specialised agents for different functions, evaluate alternatives, execute actions through connected systems, escalate to humans when appropriate, and learn from previous interactions.


The Building Blocks

Large Language Models (LLMs) provide reasoning and language. Retrieval-Augmented Generation (RAG) gives access to current organisational knowledge. Memory maintains context. Tools and integrations connect the system to databases, CRM, LMS and ERP. Multiple specialised agents can each own a function — research, compliance, customer support.


Benefits and Challenges

Organisations seek faster decision-making, higher productivity, better customer experience and lower cost — but must address privacy, security, governance, accuracy, bias and human oversight. Successful implementations pair AI capability with clear governance and human review.


At Grid Synergy, we believe Agentic AI's greatest value lies not in replacing human expertise but in augmenting it — combining intelligent reasoning, RAG, workflow automation and human-centred design to transform how organisations learn, work and engage.







FAQ

No. A chatbot answers one question at a time; Agentic AI works toward an objective, planning and completing multi-step tasks.

No. It augments people by handling routine work, while people retain control of strategy and approvals.

LLMs, RAG, memory, tool integrations, and often multiple specialised agents working together.


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