Product

The full picture

Engram replaces the patchwork of search tools, knowledge bases, and “ask the expert” workflows that most organizations depend on. It unifies everything your company knows — across databases, documents, conversations, and code — into a single intelligence layer that every employee can query.

Built on a knowledge-first architecture, Engram checks its own 47K+ item knowledge graph before ever calling an external LLM. The result: faster answers, lower costs, and complete data sovereignty. No cloud dependency. No data leaving your infrastructure.

Core Intelligence

Intelligent Routing

Implemented

Engram-first architecture with confidence-based routing across 3 modes. 35-40% of queries answered without ever touching an LLM.

Knowledge Management

Implemented

47K+ knowledge items including conversations, code, documents, and screenshots. Semantic, full-text, and hybrid search.

Multi-Agent Orchestration (CHAOS)

Implemented

Parallel execution with voting and consensus mechanisms. Multiple specialist agents collaborate on complex queries.

Pattern Recognition

Implemented

Identifies patterns across code, conversations, errors, solutions, and workflows to surface actionable insights.

Memory & Storage

4-Database Architecture

Implemented

PostgreSQL for structured data, Neo4j for relationships, Qdrant for vectors, Redis for caching. Each database optimized for its role.

Temporal Knowledge Graphs

In Development

Graphiti integration for time-based relationship tracking. Understand how knowledge evolves over time.

Advanced Search

Implemented

Full-text, semantic, hybrid, regex, and time-based queries. Find anything, any way you think about it.

Interfaces

Dashboard v2

Implemented

Modern React interface for knowledge management, analytics, and system administration.

EngramGo Mobile

In Development

iOS app with Tailscale VPN integration. Full knowledge access in the field, on the factory floor, or at the client site.

API Access

Implemented

Full REST API for integration with existing enterprise systems, ERPs, and custom workflows.

Claude Code Integration

Implemented

Hooks system for developer workflows. Engram integrates directly into your development environment.

Security & Privacy

Complete Offline Operation

Implemented

No cloud dependency required. Engram runs entirely within your infrastructure with zero external calls.

TEEs + Confidential Computing

Implemented

Hardware-level data isolation using Trusted Execution Environments. Not even the host machine can access your data.

Encryption

Implemented

End-to-end encryption at rest and in transit. JWT authentication for all API access.

Audit Logging

Implemented

Complete trail of every access, query, and action. Full accountability for compliance requirements.

Architecture

Knowledge-first routing

Engram answers directly when confident. Routes to an LLM with full context only when needed.

Roadmap

Where Engram is heading

Implemented

13
  • Intelligent Routing
  • Knowledge Management
  • Multi-Agent Orchestration (CHAOS)
  • Pattern Recognition
  • 4-Database Architecture
  • Advanced Search
  • Dashboard v2
  • API Access
  • Claude Code Integration
  • Complete Offline Operation
  • TEEs + Confidential Computing
  • Encryption
  • Audit Logging

In Development

2
  • Temporal Knowledge Graphs
  • EngramGo Mobile

Planned

5
  • Predictive Intelligence
  • Multi-Language Support
  • Enterprise SSO / RBAC
  • Knowledge Marketplace
  • Voice Interface

Ready to unify your organization’s knowledge?

Request a Demo[email protected]

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