May 5, 2026
AI Beyond Chatbots: Operational Intelligence
The AI conversation in business has been dominated by chatbots and content generation. But the real operational value of AI lies elsewhere…
Merken Soft
CRM systems were designed to solve a problem: keeping track of customer relationships. But in practice, many CRMs become the very silos they were meant to eliminate. Sales teams live in the CRM. Operations teams don’t. Finance teams definitely don’t. And so the handoffs between these teams become manual, friction-filled processes.
A CRM that doesn’t talk to your order management system, your invoicing system, and your analytics platform isn’t a system — it’s an island. The solution isn’t a better CRM. It’s operational infrastructure that connects everything.
Merken Soft
Merkensoft Team
Writing about operational systems, AI in business, and the future of revenue operations.
The AI conversation in business has been dominated by chatbots and content generation. But the real operational value of AI lies elsewhere…
Leaders invest in dashboards expecting clarity. Too often they get noise. The problem is rarely the visualization — it’s the underlying data…
Spreadsheets are brilliant tools. They’re flexible, familiar, and universally available. Which is exactly why businesses rely on them far beyond their design…
No noise. One insightful article per week on operational excellence, AI in business, and revenue operations.
No spam. Unsubscribe anytime.