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From Assistance to Execution: How Enterprises Put AI to Work

OpenAI research reveals how enterprises are adopting agentic AI, using ChatGPT and Codex, and how frontier firms are pulling ahead in AI adoption.

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From assistance to execution: How enterprises put AI to work
OpenAI BlogAug 12, 2026
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Technical & Market Glossary Definitions
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AI ConceptAgentic Systems

Agentic AI

Agentic AI refers to artificial intelligence systems designed to act autonomously, make decisions, plan workflows, and execute tasks without constant human intervention. Unlike traditional models that only respond to queries, agentic systems use an agentic loop to perceive environments, reason over goals, use tools, and iterate to achieve outcomes.

AI ConceptNeural Architectures

GPT

GPT (Generative Pre-trained Transformer) is a decoder-only autoregressive transformer architecture developed by OpenAI. It was pre-trained on massive text datasets to predict next words, pioneering the modern conversational AI era.

AI ConceptGenerative AI

ChatGPT

ChatGPT is a conversational artificial intelligence chatbot developed by OpenAI, built on their family of GPT Large Language Models, which pioneered the generative AI consumer wave by providing fluid, human-like dialogue.

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