Why agents are the next frontier of generative AI - McKinsey & Company
Jul 24, 2024 · We are beginning an evolution from knowledge-based, gen-AI-powered tools—say, chatbots that answer questions and generate content—to gen AI–enabled “agents” that use foundation models to execute complex, multistep workflows across a digital world.
The promise of gen AI agents in the enterprise | McKinsey
May 17, 2024 · The evolution of generative AI (gen AI) has opened the door to great opportunities across organizations, particularly regarding gen AI agents—AI-powered software entities that plan and perform tasks or aid humans by delivering specific services on their behalf. So far, adoption at scale across businesses has faced difficulties because of data ...
Generative AI Agents - Oracle
Oracle Cloud Infrastructure (OCI) Generative AI Agents combines the power of large language models (LLMs) and retrieval-augmented generation (RAG) with your enterprise data, letting users query diverse enterprise knowledge bases.
Four gen AI shifts that will reshape enterprise technology | McKinsey
Dec 2, 2024 · In this model, leaders deploy autonomous gen AI–enabled agents that can collaborate and navigate the work end to end.
Autonomous generative AI agents | Deloitte Insights
The agent can cite specific regulations, and proactively provide analysis and advice to human regulatory professionals. 38 Companies that use gen AI today cite regulatory compliance as their top barrier to developing and deploying gen AI, ahead of issues like a lack of AI technical talent, and implementation challenges. 39 Regulatory ...
How AI agents will take GenAI from answers to actions
Nov 15, 2024 · AI agents know when to start a series of actions and complete them. Here are three ways to prepare today as the technology matures. Still a nascent approach, this form of GenAI does not await prompts or falter at executing a series of processes in the way robotic process automation has.
GenAI Agents: Architectures, Frameworks, and Future Directions
Jul 7, 2024 · Unlike traditional software that operates on predefined rules, these GenAI Agents possess the remarkable ability to understand complex tasks, reason through multi-step problems, and execute...
Build generative AI experiences with Vertex AI Agent Builder
Apr 9, 2024 · Vertex AI Agent Builder lets developers easily build and deploy enterprise-ready gen AI experiences via a range of tools for different developer needs and levels of expertise — from a...
What are AI agents and why do they matter? - The GitHub Blog
Aug 13, 2024 · Learn how AI agents and agentic AI systems use generative AI models and large language models to autonomously perform tasks on behalf of end users.
GPT Was Only the Beginning—Autonomous Agents Are Coming
Nov 28, 2023 · Building on Gen AI’s ability to mimic human behavior, agents could make it possible to run simulations at scale for a wide range of products and services. Companies need to start preparing today for agents’ arrival to the mainstream in three to five years with a robust transformation roadmap.