For Enterprise

The Enterprise Work Brain

Give every employee an AI work brain powered by shared institutional knowledge, domain expertise, and enterprise-grade security.

Enterprise Knowledge Never Sleeps

Organizations lose critical knowledge every day through employee turnover, siloed teams, and fragmented tools. Workbrain captures, organizes, and activates your institutional knowledge through AI memory.

40%
Faster onboarding
60%
Less repeated work
3x
Knowledge reuse
99.9%
Uptime SLA

How Workbrain Fits In

1
Connect Data Sources
Plug in your existing tools, databases, and document stores.
2
Inject Domain Knowledge
Add terminology, rules, entities, and business context.
3
Set Permissions
Configure role-based access with table and row-level control.
4
Activate for Teams
Every employee gets AI with full organizational context.

Enterprise-Grade Features

Built from the ground up for the security, scale, and customization that enterprises demand.

Team Memory Sharing

Share institutional knowledge across teams with fine-grained permission controls. Everyone gets the context they need.

Domain Knowledge Injection

Inject company-specific terminology, business rules, and entity definitions directly into the memory layer.

Custom Intervention

Add metadata, business knowledge, and examples that shape how AI understands and responds to your teams needs.

Role-Based Access Control

Table-level and row-level permissions ensure every employee sees only the data they are authorized to access.

Code Injection Detection

Advanced security layer that detects and blocks prompt injection, code injection, and other adversarial attacks in real time.

Dangerous Operation Interception

Safety guardrails that catch and flag potentially harmful operations before they execute, protecting your organization.

Enterprise Capabilities

Knowledge Management

  • Automatic knowledge extraction from conversations
  • Cross-team knowledge deduplication
  • Institutional memory preservation
  • Onboarding acceleration for new employees

Security & Compliance

  • SOC 2 Type II compliant
  • GDPR and CCPA ready
  • End-to-end encryption at rest and in transit
  • Audit logging for all memory operations

Integration & Scale

  • REST API and MCP protocol support
  • Distributed computing architecture
  • 20+ data source connectors
  • Custom deployment options (cloud, on-premise, hybrid)
$ memorylake audit --last 24h
Memory operations: 2,847
Injection attempts blocked: 3
Dangerous ops intercepted: 1
Permission violations: 0
Encryption status: AES-256 active
$ memorylake compliance check
SOC 2 Type II: COMPLIANT
GDPR: COMPLIANT
CCPA: COMPLIANT
ISO 27001: COMPLIANT

Security Built In

From code injection detection to dangerous operation interception, Workbrain protects your organization at every layer.

  • Real-time code injection detection and blocking
  • Dangerous operation interception before execution
  • Role-based access with table and row-level permissions
  • Full audit trail for compliance and governance
  • End-to-end encryption for all memory data

Architecture

How MemoryLake works

LLMsGChatGPTCClaudeAGENTSAAutoGPTOOpenClawMManus...(Query, ContextSize)Context ReturnKnowledge Graph (intermediate result)...MemoryLakeReasoning, Multi-hopSkills CenterData / Rules /KnowledgeStatic CompilationQueryAgentReasoning & RecallMulti-Agent RuntimeSuper PlantreeToolsAgentsTeamsLakeBuilderBuilder(Vector / Graph / JSON / Summary / ...)Extractor(PDF / Excel / ...)ManagerCompress / EvictDe-dup / RLDATA SOURCESPDFExcelAudioDatabaseCloudIoTAPIFacts/History

Ready to Activate Your Work Brain?

See how Workbrain can transform your teams productivity with enterprise AI memory.