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Practical notes on AI that has to earn its keep.

Field notes from Skillion AI Labs on practical AI, operating leverage, and venture building.

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Thursday, July 16, 2026 / 3 min read

Why AI Companies Are Dominating the World's Most Valuable Businesses

AI companies are now among the world's most valuable businesses, but the real opportunity lies with established SMBs that adopt artificial intelligence to improve profitability, reduce costs, and outpace their competitors.

Thursday, July 16, 2026 / 5 min read

Why We Build AI Automations in Python Instead of No-Code Platforms

Discover why Skillion AI Labs builds production-ready AI automations and AI agents in Python instead of relying solely on no-code platforms like Zapier or Make. Learn the advantages of flexibility, ownership, scalability, and lower long-term costs for growing SMBs.

Thursday, July 2, 2026 / 4 min read

AI vs Human Video: Knowing When Each Delivers the Greatest Value

AI can dramatically reduce the cost of producing training and informational videos, but human storytelling remains unmatched for building trust and emotional connection. Learn where businesses should use AI video—and where real people still matter most.

Tuesday, June 30, 2026 / 5 min read

Why Retrieval Augmented Generation (RAG) Still Hallucinates—And How to Prevent It

Retrieval Augmented Generation (RAG) dramatically improves AI accuracy by grounding responses in your business data—but it doesn't completely eliminate AI hallucinations. Learn why RAG systems still make mistakes and how SMBs can implement guardrails that deliver reliable business outcomes.

Tuesday, June 30, 2026 / 4 min read

Why Your Business Needs an AI Chatbot That Knows Your Business

Discover why generic AI chatbots aren't enough for growing businesses. Learn how AI connected to your business data can automate appointments, customer service, and workflows to reduce costs and improve customer experience.

Friday, June 26, 2026 / 6 min read

The AI Arms Race: Why Small Businesses Must Pay Attention Now

The AI arms race is accelerating as OpenAI, Anthropic, Google, Microsoft, and others invest billions into artificial intelligence. Discover what this means for small and medium businesses and how a practical AI adoption strategy can improve profitability, reduce costs, and keep your business competitive.

Thursday, June 25, 2026 / 6 min read

AI's Hidden Cost: Why Rising Energy Demand Matters for Business AI Adoption

Artificial intelligence is transforming business, but it comes with a hidden cost. Learn how AI's growing energy consumption could affect businesses and why smart AI adoption is becoming a competitive advantage for small and medium-sized companies.

Thursday, June 25, 2026 / 5 min read

Operations Research + AI: The Competitive Advantage Most SMBs Are Missing

Artificial Intelligence is powerful, but its greatest business value comes when combined with Operations Research. Discover how healthcare, construction, and professional services businesses can use AI and optimization to reduce costs, improve efficiency, and stay competitive.

Wednesday, June 24, 2026 / 3 min read

3 Essential Metrics You Need Before Rolling Out AI

Many businesses rush into AI without the right foundations. Learn the three critical metrics—data hygiene, data uniformity, and business process mapping—that determine whether your AI initiatives will deliver real business value or become expensive experiments.

Wednesday, June 24, 2026 / 4 min read

4 AI Adoption Tips That Actually Deliver ROI

Many businesses struggle to achieve ROI from AI. Learn four practical AI adoption strategies to increase revenue, reduce costs, future-proof your business, and implement AI successfully.