Data Protection
Guard sensitive data at every boundary. PII, PHI, secrets, and compliance violations detected semantically in under 50ms, entirely on your infrastructure.
Seven specialist models replace regex pattern libraries, cloud DLP services, and manual redaction workflows. Each detects a specific class of sensitive data with semantic understanding that keyword matching cannot provide. Data never leaves your perimeter. New identifier patterns deploy via LEAP in minutes.
7 specialist models
How It Works
One specialist model per data-protection task,
deployed inside your perimeter
Semantic PII Detection Where Regex Falls Short
Regex catches '123-45-6789' but misses 'my social is one two three.' Cloud DLP services detect more but create a paradox: sending PII to the cloud to find PII. A specialist LFM detects spelled-out SSNs, obfuscated identifiers, and multi-language PII in under 50ms, entirely on-prem. No data residency trade-offs.
Sanitize Before It Reaches the LLM
Enterprises want GPT-4 and Claude for workflows but cannot send customer data to cloud APIs. A sanitization gateway intercepts text, tokenizes PII into a secure vault, and sends clean text to the LLM. On return, vault tokens restore the originals. The LLM never sees real data. Under 50ms round-trip.
HIPAA Safe Harbor at Clinical Scale
HIPAA requires de-identification of all 18 PHI types. Manual review costs $15 per chart. Regex catches roughly ten obvious patterns but misses MRNs, NPIs, and insurance IDs in clinical narratives. A specialist LFM covers all 18 types in under 50ms, on-premises. One million clinical notes for dollars, not tens of thousands.
Real-Time Compliance Before the Message Sends
Insider trading signals, MNPI sharing, and off-channel communications need to be caught before delivery, not in a 24-hour batch review. A specialist LFM classifies regulatory violations semantically at 15ms per message, replacing keyword DLP systems that generate 90% false positives.
Try each model
All Demos
Redaction Gateway
Detect and redact PII with semantic understanding — regex vs cloud vs LFM comparison
Regex misses 40% of PII. Cloud LLMs take 500ms. LFM catches everything in under 50ms
LLM Sanitization Gateway
Vault-based PII redaction for LLM pipelines — your LLM never sees real data
Your LLM never sees real SSNs — vault-based redaction and restoration in under 50ms
Healthcare DLP
HIPAA Safe Harbor de-identification — all 18 PHI identifiers detected and redacted
HIPAA Safe Harbor compliance in 50ms — all 18 PHI identifier types covered automatically
Compliance Filtering
Pre-delivery message compliance — block violations before they’re sent
Pre-delivery compliance — block violations before they’re sent, not 48 hours later
Text Classification
Sub-50ms semantic classification for gaming, AdTech, and content safety
Sub-50ms classification enables real-time content moderation that cloud LLMs can’t serve
Code Secret Scanner
Detect API keys, database credentials, and secrets in source code that regex misses
Regex catches the obvious API keys. LFM catches the Base64-encoded ones hiding in plain sight
Compliance & Access Control
Role-based dynamic data masking, streaming throughput, and GDPR/HIPAA/CCPA audit trails
Same data, different views — Support sees ***-**-6789, Executive sees the full SSN
Ready to deploy in your environment?