Secure Memory Infrastructure for AI in Regulated Industries
engramIQ powers compliant, persistent memory for AI agents in healthcare, finance, insurance, legal, HR, and more. Built for LLMs. Designed for auditability
The engramIQ Difference
A secure, compliant memory infrastructure for AI agents in regulated industries and beyond
Enable internal AI systems (copilots, agents, automation tools) to persist long-term memory about org-specific data, query historical and real-time context safely, and respect data residency, access controls, auditability, and retention policies.
🔒 Compliance-First Design
HIPAA, SOC2, GDPR, GLBA — all built in from day one.
🧠 Semantic + Graph Memory
Go beyond vector search. Model relationships, timelines, and causality.
🛡️ Modular Redaction Engine
Industry-specific PII/PHI detection with Safe Harbor defaults.
📋 Audit Everything
Every query, redaction, and recall is logged. Fully traceable.
Why Choose engramIQ?
🔒 Compliance-Native
Built-in HIPAA, SOX, GLBA, GDPR compliance with full audit logging, automated redaction, and DSAR handling. Every memory operation is traceable and secure with Safe Harbor-compliant PII protection.
🧩 Industry-Adaptive
Pluggable domain adapters for healthcare, finance, legal/HR, and insurance. Custom vocabulary mapping, entity graphs, and query templates per industry with purpose-based access controls.
⚡ Real-Time + Historical
Unified memory across static data imports and live event streams. Your agents have complete organizational context from day one with differential privacy protection.
🧩 How We Compare & Integrate
| Solution | What They Provide | engramIQ Integration & Value-Add |
|---|---|---|
| Mem0 | High-performance memory with 26% accuracy improvements | ✓ Seamless integration + atomic-level compliance, audit trails, PII controls |
| Zep | Temporal knowledge graphs with basic HIPAA compliance | ✓ Compatible integration + industry-specific adapters, PBAC, Safe Harbor compliance |
| Pinecone/Weaviate | Vector storage and similarity search | ✓ Full RBAC + PBAC, audit trails, compliance-first design |
| LangChain Memory | Framework-level memory abstractions | ✓ Multi-tenant, persistent, policy-aware memory with compliance guarantees |
| Vector DBs | Raw vector storage and retrieval | ✓ Compliance-native with rich metadata and lineage tracking |
🔗 Integration-First Approach
engramIQ doesn't replace your existing memory infrastructure—it enhances it with atomic-level compliance. Use Mem0 for performance, Zep for knowledge graphs, or any vector database for storage, while engramIQ ensures every memory operation meets regulatory requirements with industry-specific PII detection, purpose-based access controls, and complete audit trails.
Trusted by Regulated Industries
🏥 Healthcare
AI agents recalling patient interactions, treatment decisions, and policies (PHI-aware). Clinical decision support and prior authorization copilots.
💰 Finance
AI agents for compliance monitoring, customer ops, KYC/AML workflows. Memory of account history, user interactions, flags, and escalations.
📚 Legal / HR
Contract copilots that persist negotiation history. HR agents tracking interactions, investigations, and leave policies.
🛡️ Insurance
Claims processing agents with policy history, risk assessment copilots, and underwriting assistants. Memory of claim lifecycles and regulatory compliance.
🔐 Compliance Firsts
Certifications & Standards
- • HIPAA BAA ready with Safe Harbor compliance
- • GDPR Article 30 + 32 adherence
- • FINRA and PCI-DSS compliant
- • SOC2 Type II certified (pending)
Security Architecture
- • Zero-trust architecture
- • Per-org encryption keys
- • RBAC + Purpose-Based Access Control (PBAC)
- • Data residency controls
- • Differential privacy for analytics
- • Federated learning capabilities