Data Monetization

Mind, Hand — and Marketplace: Turning MIT's Decade of Data Monetization Research into Revenue

MIT CISR just closed a decade of data monetization research with one number that should stop every data leader cold: top performers attribute 11% of revenue to data monetization — more than five times the bottom performers' 2%. The framework is validated. The question is execution. Here's how the marketplace model operationalizes all three of MIT's principles.

Agentic Analytics Are Here: Why Your AI Agents Still Can't Answer Real Business Questions

Google Trends tells the story: search interest in 'agentic AI' went from near-zero to breakout status in under twelve months. But here's the uncomfortable reality: your AI agents can't answer real business questions. They can write emails and summarize meetings, but they can't tell you which customer segment is churning or how Q4 margins compare to Q3. The problem isn't intelligence. It's plumbing. SparteraConnect fixes this with discrete, pre-built analytics objects served through managed MCP servers, not fragile NL2SQL. Full usage lineage, insight caching, and dual-mode deployment for both internal intelligence and external monetization.