What is Decision Automation

Definition

Decision automation is the use of rules, models, and AI to make and execute decisions without human intervention for defined situations, freeing people from routine high-volume choices and ensuring those decisions are fast, consistent, and scalable.

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Makes high-volume routine decisions instantly and consistently
Frees people to focus on complex, judgment-heavy decisions
Scales decision-making without proportional staffing
Applies rules and models uniformly, reducing variance and error

Real World Example

An insurer automates straightforward claim approvals so claims meeting clear criteria are settled instantly by rules and models, while only ambiguous cases route to human adjusters, speeding payouts and freeing staff.

FAQs

What decisions are suitable for automation?

High-volume, rule- or model-driven decisions with clear criteria, where speed and consistency matter.

How does decision automation work?

It applies business rules, predictive models, or AI to inputs and executes the resulting decision automatically.

What needs human oversight?

Ambiguous, high-stakes, or novel cases should still route to people, with automation handling the clear ones.