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What Is an Agentic AI Workflow and How Does It Work?

Blog post from Ory

Post Details
Company
Ory
Date Published
Author
The Ory Team
Word Count
2,241
Company Posts That Month
14
Language
English
Hacker News Points
-
Post removed?
No
Summary

Agentic AI workflows represent a significant evolution in artificial intelligence, where AI systems operate autonomously to achieve specific goals by breaking down complex tasks, using external tools, evaluating their progress, and adapting in real-time without constant human oversight. Unlike traditional AI, which relies on human prompts for each action, agentic AI workflows handle objectives from start to finish, allowing AI to execute tasks independently and necessitating new security considerations. These workflows operate through a continuous loop of perceiving, planning, acting, reflecting, and repeating, with each phase presenting unique challenges and identity implications. The adoption of agentic AI workflows can streamline operations in various industries, such as customer support, software engineering, financial services, healthcare, and IT, by reducing manual intervention, increasing task completion speed, improving accuracy, and enhancing scalability and adaptability. However, the autonomy in agentic AI introduces potential risks, including unauthorized access, privilege escalation, lack of auditability, and prompt injection, requiring organizations to treat AI agents as first-class identities and implement robust identity and access management frameworks. As businesses increasingly integrate agentic AI, preparing for its security challenges from the outset is crucial to avoid potential breaches and ensure smooth and secure operations.

Trends Found in this Post
Trend Post Mentions Total Month Mentions Posts Companies MoM
AI Agents 41 6,829 1,441 261 +10%
MCP 9 10,922 895 210 +41%
LLM 4 7,655 1,347 245 +22%
Harness engineering 1 262 158 63 +3%
Multi-agent systems 1 533 174 73 -4%
Observability 1 4,170 814 198 -2%
Real-time 1 6,395 1,450 242 +6%
Subagents 1 198 83 56 -43%
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