# New research maps ROI framework for generative AI agents and scaling strategies

> New research maps out how to measure ROI on generative AI and autonomous agent investments. It targets teams moving past pilots into production, covering cost-benefit frameworks and implementation timelines.

- Type: AI news
- Page: https://completeaitraining.com/news/new-research-maps-roi-framework-for-generative-ai-agents/
- Published: 2026-05-11
- Updated: 2026-05-12
- Author: Jeroen Erne
- Jobs: Science and research
- Reading time: 1 min

### Research outlines ROI of generative AI agents

A new research study titled "The ROI of Gen AI and Agents" provides structured guidance for organizations evaluating returns on [generative AI and LLM](https://completeaitraining.com/tag/generative-ai-and-llm/) investments and expanding their use of [AI agents and automation](https://completeaitraining.com/tag/automation/).

The study addresses a core question facing practitioners: how to measure and justify spending on these technologies. Rather than offering a novel theoretical framework, it presents a strategic blueprint for scaling AI initiatives and mapping operational pathways.

#### Who should read this

The research targets organizations at the deployment stage-those moving beyond pilots and proof-of-concepts into production environments. It's designed for teams tasked with evaluating whether AI investments deliver measurable business value.

The guidance applies to companies assessing [generative AI](https://completeaitraining.com/tag/generative-ai-and-llm/) and agent technologies across functions, not a single use case or industry.

#### What it covers

The study examines ROI considerations specific to both generative AI systems and autonomous agents. This distinction matters: agents operate differently than standard generative AI models, often handling end-to-end tasks with less human intervention.

The research provides practitioners with frameworks for comparing costs against operational gains, implementation timelines, and resource requirements.

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