Ecommerce has changed dramatically over the last few years, but most Shopify stores still operate in the same way they did a decade ago. Customers visit a website, browse through categories, use filters, scroll endlessly, and hopefully find what they are looking for before dropping off. The problem is that modern consumers no longer want […]
May 2026
AI Sales Agents for SMBs: Opportunities, Challenges, and What Actually Works
Every small business owner is hearing the same pitch right now:“Add an AI Sales Agent and watch your revenue grow.” It sounds compelling. Especially when you’re juggling marketing, sales, and operations with a lean team. An AI Sales Agent promises to capture leads instantly, follow up without fail, and scale your outreach without hiring. The […]
Cross-Encoder Re-Ranking: The Missing Layer in RAG Pipelines
Most teams building Retrieval-Augmented Generation (RAG) systems follow the same playbook: chunk the data, generate embeddings, store them in a vector database, and connect everything to an LLM. On paper, it’s a solid pipeline. In practice, something feels off. The answers aren’t wrong, but they’re not quite right either. This gap is often blamed on […]



