Know exactly what data your models see.
STACK Insight scans every prompt, embedding, and training corpus — surfacing PII, secrets, and IP before they leave your VPC. Also: data governance and HIPAA/PCI compliance foundation. Understand your data landscape so STACK Compass can assess it, and Compli can evidence it.
Every place sensitive data ends up in AI
Prompts, vector stores, fine-tuning sets, agent memory, eval datasets. We scan all of it.
Prompt Inspection
Inline scanning of user prompts and system messages before they hit the model — redact, block, or alert.
Vector Stores
Continuous classification of embeddings in Pinecone, Weaviate, pgvector, and Chroma.
Training Corpora
Full-corpus scans for fine-tuning datasets. PII, PHI, copyrighted material, and secret leak detection.
Agent Memory
Long-term memory stores for agentic systems audited the same way you'd audit a database.
Egress Controls
Block exfiltration to external model providers when sensitivity policy says no.
Custom Classes
Detect your proprietary IP: source code, customer lists, board materials, M&A artifacts.
Questions teams ask before deploying
Straightforward answers about scope, integration, data handling, and rollout.
How is this different from a DLP?
Traditional DLP doesn't understand embeddings or model APIs. We classify vector representations and audit RAG retrieval — not just file movement.
Do you train models on our data?
No. Classification runs on tenant-isolated infrastructure inside your VPC. No prompts or content leave your boundary.
What about HIPAA and GLBA?
We're HIPAA BAA-ready and aligned to GLBA Safeguards Rule. Healthcare and financial deployments use a hardened compute pool.
Can we extend the classifiers?
Yes. Bring your own regex, BYO model, or use our SDK to write custom Python classifiers for proprietary categories.
Insight Feeds Your Compliance Roadmap
Use Insight to map your data landscape. Use STACK Compass to assess your data governance capability. Use STACK Compli to evidence data protection controls for HIPAA, PCI-DSS, and GDPR.
HIPAA Roadmap
PHI classification and data protection controls. Use Insight for continuous data auditing.
View HIPAA RoadmapPCI-DSS Roadmap
Cardholder data protection. Use data classification to support PCI scope reduction.
View PCI-DSS RoadmapData Security Capability
STACK Compass covers data security posture. Insight provides the evidence.
Explore Compass