I want to reduce delays caused by discovering MRZ problems only after later verification steps fail.

This feature helps identify MRZ issues earlier in the document verification flow so they can be corrected before downstream checks fail. By surfacing MRZ quality and consistency problems upfront, it reduces rework, retries, and overall verification time.

This feature is designed to detect potential MRZ (Machine Readable Zone) problems as early as possible in the verification process, instead of only discovering them after later checks fail. It evaluates the MRZ capture and parsing output for common quality and consistency issues that typically lead to downstream verification failures. When an issue is detected, the system provides a clear indication that the MRZ needs attention before proceeding, helping avoid unnecessary steps that would likely fail. This allows operators or end users to correct input or recapture the document earlier in the flow. The primary benefit is reduced verification delays by preventing late-stage failures and minimizing repeated attempts. It also improves operational efficiency by reducing manual troubleshooting and exception handling caused by MRZ-related errors. The feature is useful in high-throughput onboarding and KYC scenarios where small increases in first-pass success rate have large impact on overall turnaround time. It can also help standardize decision-making by ensuring MRZ readiness is consistently assessed before dependent verification steps run. Overall, it supports faster, more predictable verification outcomes by addressing MRZ issues at the earliest practical point.