FAQ
Frequently Asked Questions
What types of payment data does AI audio redaction detect in call recordings?
AI audio redaction automatically identifies and removes PCI-sensitive data spoken during calls, including:
- Credit card numbers
- CVV codes
- Card expiration dates
- Bank account information
It works across high-volume batch jobs and real-time workflows, removing the need for any manual review.
Is AI audio redaction accurate enough to rely on for PCI compliance?
Yes. Modern AI redaction models are trained specifically to detect spoken payment data with high precision, reducing false negatives that manual scrubbing often misses. For call centers processing thousands of calls daily, AI delivers consistent, auditable redaction that holds up under compliance review.
Can AI redaction handle the call volume of a large call center?
Absolutely. AI redaction is built for scale. A call center processing 2,500 to 5,000 calls per day cannot rely on manual workflows. AI handles batch processing automatically, maintaining accuracy and speed without adding headcount or infrastructure.
How does an S3-to-redacted-audio pipeline actually work?
The pipeline connects directly to your AWS S3 bucket, then:
- Ingests recordings automatically based on filename patterns
- Detects and redacts all PCI-sensitive audio
- Exports clean recordings back to S3
- Optionally deletes source files after processing
The result is a zero-touch workflow with no manual handoffs required.
Does this work with platforms like Five9, Genesys, or Amazon Connect?
Yes. Since most major call center platforms store recordings in AWS S3, the redaction pipeline integrates directly without requiring changes to your existing setup. Platforms like Five9, Genesys, Talkdesk, and Amazon Connect are all supported through standard S3 integration.
What happens to the original unredacted recordings after processing?
Most automated pipelines are configured to delete the source file from S3 after the redacted version is exported. This ensures unredacted recordings are never retained longer than necessary, reducing your compliance exposure significantly.
TopicsRedactionRedactorSecurity and ComplianceCIO and IT Leadership
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