AI Insights for
Modern Businesses
Practical guides, technical deep-dives, and strategic frameworks from the team building production AI systems for real companies.
Building AI Chatbots That Do Not Suck: A Practical Guide
Most AI chatbots fail because they are built backwards. Here is the framework we use at Shepard AI to create chatbots people actually want to talk to.
Isaiah Shepard
AI Automation Workflows That Save 20+ Hours Per Week
We mapped the most time-consuming tasks at 15 companies and built AI automations around them. Here are the workflows delivering the biggest ROI.
Isaiah Shepard
Choosing the Right LLM for Your Business: 2025 Comparison
GPT-4, Claude 3.5, Gemini, Llama 3 — which model should power your AI product? We break down the trade-offs with real benchmarks.
Isaiah Shepard
Vector Databases Explained: Pinecone vs Weaviate vs Chroma
The vector database you choose shapes your RAG system's performance, cost, and scalability. Here is how the top three compare for production use.
Isaiah Shepard
Prompt Engineering Best Practices That Actually Work in 2025
Forget the hype. These are the prompt patterns we use daily to get reliable, high-quality output from LLMs for production applications.
Isaiah ShepardWant AI Insights Delivered to Your Inbox?
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