Insurance automation: Migrate all RPA immediately, or first stabilize high-failure processes and validate vendor transparency, controls, and accuracy?

Minerva judgment

Prioritize a time-limited pilot to stabilize high-failure, high-payment-risk processes, while simultaneously validating vendor transparency, controls, and accuracy; decide on scaling or full migration once evidence supports it

Decision owner in the teaching simulationChair of the insurance operations automation committee in an independent teaching simulation

Human-controlled next action

Launch a time-limited pilot targeting high-failure and high-payment-risk processes, while requiring the vendor to provide evidence of delivery transparency and control validation

What would reverse the recommendation

If the pilot confirms that vendor transparency and controls are verifiable, failure rates decrease, and payment accuracy meets targets, the wait-and-see stance should end in favor of evidence-based scale-up

Illustration of a team reviewing decision cards around a meeting table — **Decision review illustration**
AI-generated illustration, not an actual customer scene or product screenshot. It does not demonstrate outcomes or imply endorsement.

Official public source

Cognizant · Large Insurer Saves Millions with RPA Deployment

Evidence and endorsement boundary：Independent teaching simulation. The named consulting firm supplied the public source only; it did not use, review, endorse, sponsor, certify or commission Minerva Advisor. This evidence does not claim customer results, ROI or a permanent service-level guarantee.

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