阿蒂法(Artefact):2025监管智能体(Agentic Supervision)的未来研究报告(英文版)(31页).pdf

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阿蒂法(Artefact):2025监管智能体(Agentic Supervision)的未来研究报告(英文版)(31页).pdf

1、The Future of Agentic SupervisionTHE FUTURE OF AGENTIC SUPERVISION3WE ACCELERATE DATA AND AI ADOPTION TO POSITIVELY IMPACT PEOPLE AND ORGANIZATIONS.Artefact is a global leader in consulting services,specialized in data transformation and data&digital marketing,from strategy to the deployment of AI s

2、olutions.We are offering a unique combination of innovation(Art)and data science(Fact).25COUNTRIES+1000CLIENTS1700EMPLOYEESSTRATEGY&TRANSFORMATION|AI ACCELERATION|DATA FOUNDATIONS&BIIT&DATA PLATFORMS|MARKETING DATA&DIGITALExecutive summaryLast February,we published“The Future of Work with AI”,our fi

3、rst study on Agentic AI.We found that although AI agents will replace humans on tedious and repetitive tasks,a new type of work will appear:Agentic Supervision.During the industrial revolution,machines replaced humans on manual tasks,but new jobs appeared such as machine purchasing,operational super

4、vision and maintenance.With Agentic AI,cognitive jobs will be replaced by other higher-level and more productive cognitive jobs.This study intends to deep dive into the early days of Agentic Supervision and to draw the outline of the Future of Supervision in terms of Agent lifecycle management,gover

5、nance and supervision tooling.To gather the current state of Agentic Supervision,we in-terviewed 14 enterprises and 5 Artefact Agentic Product Managers&Engineers.We also contacted key Agentic Supervision providers,including major Data&AI platforms with years of software supervision experience(such a

6、s Google and Microsoft)as well as specialized start-ups(WB,Giskard,RobustIntelligence).The first insight we found is that while Agentic Supervision extends the principles established in DevOps(software op-erations),DataOps(data operations),and MLOps(Machine Learning operations),it dramatically incre

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