Key takeaways
- Enterprise h2oGPTe detects PII at three points: when a document is ingested, in the input sent to the model, and in the model's output.
- For each point you choose an action: allow, redact, or fail and stop the step, set per collection of documents.
- Detection combines regular expressions, a fine-tuned language model, and custom labels you define for a large language model to find.
- An agent can build a redaction tool for CSV and text files that keeps the layout and writes a log of what it removed and where.
Every external share starts with a manual scrub
Your audit, legal, and operations teams share documents with auditors, regulators, vendors, and counterparties every week. Before anything goes out, someone reads it line by line to remove customer names, addresses, tax numbers, account numbers, and card numbers.
The work is slow and the misses are expensive. A customer extract, an internal audit report, and an email thread all hold personal data in different shapes, and a person checking the tenth file is less careful than on the first.