Private by design
Checksum-validated PII redaction for the Americas, Europe, Asia-Pacific, India and Africa in any script, optional name redaction, pseudonymous authors, an encrypted database and air-gapped egress by default.

Private by design
Checksum-validated PII redaction for the Americas, Europe, Asia-Pacific, India and Africa in any script, optional name redaction, pseudonymous authors, an encrypted database and air-gapped egress by default.
Bring your own
App stores, helpdesks, calls, SQL warehouses, webhooks, communities and any REST or MCP source. Any OpenAI-compatible model, from Ollama to Azure OpenAI, or Bedrock and Vertex via LiteLLM.
AI-native
A read-only MCP server and a Claude plugin, so agents answer “what are customers saying?” with quotes and record ids, never author identities.
Every language
Feedback is classified and quoted in its own language; a local multilingual model groups the same issue across 50+ languages.