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Overview

Labyrinth Analytics Consulting designs agentic AI workflows, LangGraph pipelines, and production data systems. Expert consulting for teams ready to move beyond traditional ETL.

News

Blog 12 days ago
LoreDocs: a local knowledge vault
LoreDocs is a local knowledge vault for data engineers and AI practitioners -- durable, searchable storage for artifacts that outlive a single chat.
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Blog 12 days ago
Data Quality Lessons for AI Agent Pipelines
The same data quality failures that plagued ETL pipelines in the nineties are resurfacing in AI agent workflows -- and the fixes are identical.
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Blog 16 days ago
MCP Servers: AI Meets Your Data Stack
MCP servers give AI agents a typed, contract-driven interface to your data stack. Here is what they are, how they work, and how to build one.
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Blog 18 days ago
AI Memory for Claude: An Honest 4-Way Comparison
Four tools, four bets about what AI memory should do. Cost, privacy, and which wins for your workflow -- from a practitioner who built one of them.
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Blog 21 day ago
LoreDocs: Durable AI Knowledge Vaults
LoreDocs is a local knowledge vault for the structured artifacts that outlive any single conversation -- versioned, searchable, and model-accessible.
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