Case StudiesHow We Saved a Customer More Than Our Cost in the First Month
Case study: Production AI agent deployed in 2 weeks, replacing failing chatbot. $10,000+ monthly savings, 50% ticket reduction, ROI in under 60 days. LangChain, RAG, WebLLM, intent recognition.
December 5, 2025·4 min·via Virgent AI Case Studies
Business TransformationWe Ask AI to Do Things
Two out of three isn’t good enough. That’s the challenge we face any time we combine a prompt (“We Ask”), a model (“AI”),...
April 3, 2025·6 min·via The Interop (Substack)
Business TransformationUsing AI And AI Agents to Handle the Difficult Tasks in Your Business
The emergence of AI agents represents a fundamental shift in how businesses operate, design processes, and serve users.
March 25, 2025·5 min·via The Interop (Substack)
AI StrategyWhy Many Companies Waste Their AI Budget
In boardrooms across America, executives are racing to adopt artificial intelligence, often without asking the fundamental question: What business problem...
January 22, 2025·3 min·via The Interop (Substack)
Business TransformationRAG Makes AI Chat-bots More Useful, Today
You are probably already using Retrieval-Augmented Generation (RAG). As the pace of AI speeds up, it can be easy to take our upgraded capacity for granted.
August 8, 2024·4 min·via The Interop (Substack)
AI StrategyCurating AI Agent Clusters
Artificial intelligence (AI) tools continue to emerge every day. These tools can help drive company growth, streamline operations, and enhance decision-making...
May 10, 2024·9 min·via The Interop (Substack)