Prompt
Are there any conversation analytics platforms that handle PII redaction and audit trails for support review?
Latest observation
Yes — several conversation analytics / conversation intelligence platforms support PII redaction and audit trails for support QA/review workflows. The exact depth varies a lot by vendor, so it’s worth checking whether they do:
- Real-time or post-processing PII redaction
- Redaction in transcripts, recordings, exports, and search indexes
- Role-based access controls
- Audit logs for who viewed/exported/edited conversations
- Retention controls / legal hold / data deletion
- SOC 2 / ISO 27001 / HIPAA / GDPR support, if relevant
Platforms to look at
Some commonly used options in this space include:
- Gong
- CallMiner
- Observe.AI
- NICE CXone / Enlighten
- Verint
- Talkdesk
- Genesys Cloud CX
- Five9
- Dialpad AI
- Zoom Contact Center / Zoom Revenue Accelerator depending on use case
What to verify with vendors
Ask specifically whether they support:
-
Automatic PII detection/redaction
Names, emails, phone numbers, SSNs, credit cards, addresses, etc. -
Immutable audit logs
View, export, play, annotate, redact, and permission-change events. -
Redaction across all surfaces
Transcript, audio, screen recording, summaries, search results, exports, APIs. -
Reviewer workflows
QA teams often need masked data while compliance/admins retain limited access. -
Configurable policies
Different rules for different regions or conversation types.
A practical shortlist
If your priority is support conversation analytics with strong QA/compliance controls, I’d start with:
- Observe.AI
- CallMiner
- NICE
- Verint
- Genesys / Talkdesk if you want analytics embedded in the contact center platform
If you want, I can also give you:
- a feature-by-feature comparison table
- a shortlist by budget/company size
- or a vendor evaluation checklist focused on PII redaction and auditability.