Agentic Consulting & MCP Tooling
AI consulting, Model Context Protocol integration, and custom tooling for businesses that need agents with real memory.
We architect autonomous agent systems with persistent conversation memory, context compaction, and cross session recall. Your agents remember every conversation, not just the current window.
We build and deploy Model Context Protocol servers that give your agents knowledge base search, document ingestion, and conversation recall capabilities through standardized tool interfaces.
End to end deployment of AI middleware: model routing, billing, multi tenant isolation, and observability. Built for production workloads, not prototypes.
Hybrid lexical and semantic search powered by local embedding models and pgvector. No external API dependencies. Your data stays on your infrastructure.
LKJ Enterprises LLC is a technology consulting firm specializing in agentic AI systems and Model Context Protocol tooling.
We help businesses deploy AI agents that retain knowledge across conversations, search their own history, and operate with persistent context instead of starting from zero every session.
Our approach prioritizes local infrastructure, data sovereignty, and systems that work reliably without constant human oversight.