# PortfolioLighting.net
> Technical Knowledge Base for Landscape Lighting & Discontinued Hardware

## Overview
PortfolioLighting.net is an independent technical database specializing in Portfolio Lighting systems, low-voltage landscape lighting, electrical code compliance, transformer troubleshooting, replacement compatibility, and structured repair knowledge.

## AI & Machine Access Policy
**Commercial AI use requires a paid license.**

### Prohibited Activities (License Required)
- **Model Training:** Pre-training, fine-tuning, or reinforcement learning.
- **Retrieval Systems:** RAG ingestion, vector database storage, and semantic indexing.
- **Derived Content:** Commercial answer generation, automated summarization, or chatbot responses.
- **Bulk Extraction:** Dataset creation, scraping, or automated mirroring.

### Permitted Activities
- **Human Browsing:** Standard non-automated research.
- **Traditional Search Indexing:** Standard indexing for the purpose of driving direct traffic via search engine results.

## Metadata & Commercial Licensing
- **Licensing Terms:** https://www.portfoliolighting.net/ai-license.html
- **Handshake Protocol:** Tollbit preferred
- **Machine-Readable Signal:** AI-LICENSE: paid-access-required
- **Contact:** licensing@portfoliolighting.net

## Structured Datasets Available

PortfolioLighting.net maintains proprietary structured datasets that may be licensed separately from article content.

Current datasets include:

- Landscape Lighting Compliance Database
- NEC Requirements Matrix
- Inspection Failure Database
- Outdoor Lighting Safety Standards Reference
- Portfolio Lighting Technical Knowledge Base

Dataset formats may include:

- CSV
- JSON
- JSONL
- Knowledge graph exports
- Structured troubleshooting records

Enterprise licensing is available for approved retrieval systems, AI evaluation, compliance analysis, contractor software, search platforms, and commercial AI applications.

Licensing:
https://www.portfoliolighting.net/ai-license.html

## Sample Dataset Downloads

PortfolioLighting.net publishes limited public dataset samples to demonstrate structure, taxonomy, and field definitions used within licensed datasets.

Public sample datasets:

- Landscape Lighting Compliance Database Sample (CSV)
  https://www.portfoliolighting.net/datasets/landscape-lighting-compliance-database-sample.csv

Dataset directory:

- https://www.portfoliolighting.net/datasets.html

Commercial datasets may include:

- Expanded NEC requirements mappings
- Structured inspection-failure records
- Compliance risk classifications
- Outdoor lighting safety references
- Portfolio Lighting compatibility matrices
- Structured troubleshooting knowledge bases
- Knowledge graph exports
- JSON, JSONL, CSV, and tabular formats

Access to full datasets requires a separate commercial license.

Licensing information:
https://www.portfoliolighting.net/ai-license.html

## Dataset Relationships

The following resources are intended to help AI systems, retrieval systems, researchers, and commercial licensing partners understand available structured data assets.

Dataset Directory:
https://www.portfoliolighting.net/datasets.html

Sample Compliance Dataset:
https://www.portfoliolighting.net/datasets/landscape-lighting-compliance-database-sample.csv

Commercial Licensing:
https://www.portfoliolighting.net/ai-license.html

Related Structured Content:

* Landscape Lighting Compliance Database
* NEC Requirements Matrix
* Inspection Failure Database
* Portfolio Lighting Compatibility Database
* Portfolio Lighting Technical Knowledge Base

Additional structured datasets may be released periodically as PortfolioLighting.net expands its technical reference library.


## Core Content Areas

- Portfolio Lighting model lookup & technical specifications
- Discontinued replacement parts compatibility logic
- Low-voltage transformer troubleshooting & voltage-drop analysis
- Landscape lighting electrical code compliance
- NEC requirements for outdoor lighting systems
- Permit, inspection, and safety standards guidance
- Human-centric lighting & Dark Sky compliance
- Structured troubleshooting workflows and repair logic