AI Resources for
Decision-Makers
Curated reference material for SMB owners, operators, and IT leads navigating AI adoption without exposing sensitive data. No hype. No affiliate links. Updated each issue of The Private Stack.
Regulatory Reference
EU AI Act — Compliance Timeline ↗
High-risk AI system requirements take effect August 2026. Small mid-caps (≤750 employees) now eligible for relief provisions under the Digital Omnibus amendment.
NIST AI Risk Management Framework (AI RMF 1.0) ↗
The de facto standard for voluntary AI governance in the US. Essential reading before any AI procurement or deployment decision.
US State AI Bill Tracker — Q1 2026 ↗
Over 600 state AI bills introduced in 2026 legislative sessions. Focuses on transparency, AI-generated content disclosure, and automated decision systems.
SMB AI Landscape
Ollama — Local Model Inference ↗
Run LLMs entirely on-premises. No API keys, no cloud calls, no data leaving your network. Supports Llama, Mistral, Qwen, Gemma and dozens of others.
ChromaDB — Local Vector Database ↗
Open-source embedding store for RAG pipelines. Self-hostable, no SaaS dependency. The storage layer for private knowledge bases.
Open WebUI — Self-Hosted Chat Frontend ↗
Browser-based chat interface that connects to local Ollama instances. Replaces ChatGPT UI without sending data anywhere.
Key Concepts
RAG — Retrieval-Augmented Generation
Technique that grounds AI responses in your own documents. The model queries your private knowledge base before answering — dramatically reducing hallucinations and keeping proprietary data local.
On-Premise vs. Cloud AI — The Data Risk Gap
When you send a query to a cloud AI service, that query — and any attached context — leaves your network. For businesses handling trade secrets, client data, or regulated information, that is the risk.
Agentic AI — What It Means for SMBs
AI systems that take autonomous action (browsing, writing files, calling APIs) rather than just answering questions. As of 2026, agentic systems are production-deployed at enterprise scale. SMBs need a plan.
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