Personal Learning Lab  ·  Self-Hosted AI  ·  Non-Commercial

Where Enterprise Thinking
meets Real AI Power

Experience ERP, supply chain, and AI the way professionals do — with DP Sound Systems demo data, local ML models, VERIDEX decision scoring, and local-first AI that keeps your data on the server, with optional cloud fallback.

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llama3.2:3b · Local AI DP Sound Systems Data VERIDEX Decision Engine Local-First AI
DP Sound
Sample Company
14+
AI Tools
VERIDEX
Decision Engine
$0
AI Cost / User
100%
Self-Hosted
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Start with the ERP walkthrough
Follow a sales order from creation to a VERIDEX decision score — the fastest way to see what this lab actually does, using real DP Sound Systems demo data.
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Everything in One Lab

📦
ERP / SCM Lab
DP Sound Systems — full sales orders, planning, VERIDEX, inventory. Login + ERP approval required.
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🤖
AI Tools
14 tools — chat, document summary, mail assistant, SQL explainer — local llama3.2:3b.
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⚛️
Quantum Lab
QUBO optimizer, supplier risk, annealing simulations. Educational demos, clearly marked.
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🔗
Blockchain / Traceability
Product genealogy, QR verification, mock ledger. Login required.
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🔧
Utilities
Expenses, scheduler, checklist, JSON formatter, stock alerts.
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📝
Blog / Knowledge
ERP and AI learning articles. Public reading. Login required to write.
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Featured Reading

All articles →
AI & Technology
DPVS: Software That Runs the Business — Safely
The AI proposes, a strict gate disposes — a confident mistake is caught before it ever reaches the records.
Software
DBX4: A Database Engine Where Attribution Lives in the Core
A relational engine written from scratch in C++ — every row records who changed it and in which session.
ERP
VERIDEX: A 10-Dimension Decision Engine for ERP Planning
A scoring framework that evaluates ERP planning decisions across ten dimensions — with an explainable rationale.
AI Tools
Connecting an AI Assistant to an ERP with MCP — Read-Only by Design
Read-only by design, human-in-the-loop writes, self-explaining responses — the principles of a safe AI integration.