Resources to build your business with AI.
Articles by Finney Koshy
Interactive AI: How to Transform Your Business in 2025
See how interactive AI cuts wait times, handles routine tasks, and frees your team to focus on high-value work.
15 AI Stats You Need to Know in 2025
Get the latest AI stats for 2025! Market growth, adoption rates & breakthrough tech trends that'll shape your business strategy.
![AI Adoption: How Businesses Are Adopting AI [Trends & Benefits]](https://cdn.sanity.io/images/sr38gnla/production/aed765f91553827eeefc6f177762a043aa072435-1300x681.webp?w=600&fm=webp&q=75)
AI Adoption: How Businesses Are Adopting AI [Trends & Benefits]
Find out how AI adoption is done the right way. Check out the newest adoption trends, benefits, and ways to avoid the costly mistakes that derail 70% of AI projects.
Building an AI Recommendation System (RAG): 3 Lessons We Learned the Hard Way
We built a RAG-powered recommendation system that matches user preferences against thousands of blog posts. It works great now, but we learned some expensive lessons about rerankers, vector databases, and data structure along the way. Here's what we wish we'd known before we started.
The Reality of RAG
RAG (Retrieval Augmented Generation) combines LLMs with external data sources for enhanced AI responses. While perfect for simple Q&A and chatbots with custom data, our real-world implementation revealed significant limitations with accuracy, debugging, and complex queries that required a more sophisticated multi-layered approach.
AI Model Selection: The Overlooked Secret to Better AI Content Creation
Learn how different AI models perform for content creation based on our real-world testing. Discover the unique strengths and weaknesses of Claude, GPT, DeepSeek, and Gemini for producing marketing content.