New Model in Agentic Automation: How is Value Measured?
Going beyond traditional RPA metrics, the Agentic Value Model aims to more comprehensively measure the business value and return of artificial intelligence investments.
Amazon Web Services has announced a new framework that evaluates the business value of AI automation investments beyond traditional hours-saved metrics. The Agentic Value Model aims to calculate the multi-dimensional contributions that AI agents provide to businesses.
The Inadequacy of Traditional ROI Models
Classical return on investment models are designed for high-volume, rule-based tasks and fall short of fully reflecting the value created by agentic automation. These older models fail to account for exceptions, the cost of human oversight, and the modification of business processes.
Agentic Value Model and Its Dimensions
The new model addresses four core dimensions: time savings, exception handling, decision quality, and change resilience. Thanks to these dimensions, the true economic equivalent of automation is more accurately reflected in financial statements.
Exception Management and Error Costs
Error correction costs and human-induced errors in operational processes constitute a significant portion of total costs. Agentic approaches play a critical role in reducing these errors and lowering rework costs.
Real-World Automation Examples
Pioneering companies from different sectors such as Kitsa, dLocal, and Genpact have achieved significant efficiency gains by using agentic automation in data collection, compliance reviews, and supply chain risk analysis processes.
Workflow Prioritization Matrix
Organizations can determine which processes should be run with RPA and which with agentic automation by evaluating automation candidates on a two-by-two matrix based on task complexity and decision risk.
Building a Business Case for Leaders
The success of AI transformation depends on the redesign of processes and the tracking of clear KPI values rather than isolated pilot studies. Phased investments and kill switches are of critical importance to secure CFO approval.