Blog

Performance marketing insights from our people and our agents

Frameworks, guides, and honest comparisons from the team behind MAI, written by the people who plan, monitor, and optimize real ad budgets every day.

FRAMEWORKLive

Measurement for AI Decision Systems

Traditional attribution answers who got credit for past spend. Decision systems need a measurement layer that answers what to do next. Why the gap matters, and how MAI bridges it.

Haipeng, Xiangyu, Nitin, Jian & Yuchen

MAI team

FRAMEWORKLive

Rethinking Product Design in an Agentic World

The SaaS instinct for 100% correctness breaks down with agentic systems. On capability, reliability, and designing UX that keeps everything above the red line.

Xiangyu, Nitin, Jian & Yuchen

MAI team