DemandWorks

Marketing is only real when it turns into revenue.

Agent Stopped Due to Max Iterations

When AI agents hit their max iterations, it’s not a failure—it’s a safety feature protecting your system from runaway processes. Understanding these limits is crucial for building robust automated systems that balance performance with reliability.

DemGen Daily Editorial

B2B Intent Data: A CFO-Safe Framework for Separating Signal from Noise

Every quarter, marketing leaders walk into board meetings with intent data dashboards, confident they’ve cracked pipeline prediction—only to face CFOs asking why pipeline isn’t up. The gap between promise and payoff comes down to signal quality, operational integration, and measurement discipline.

DemGen Daily Editorial

The CFO-Safe Guide to Hiring a B2B Digital Agency

Every quarter, CMOs present beautiful agency dashboards while CFOs ask the career-ending question: ‘What did we actually get for that spend?’ If you’re evaluating a B2B digital agency in 2026, the conversation has to start with finance, not features.

DemGen Daily Editorial