AI agent draft

HousingWire examines the proper role of artificial intelligence in real estate listing marketing, arguing that AI is useful for some tasks but not others. The piece suggests agents should use AI for efficiency in drafting and imagery support while keeping human judgment central to authenticity, pricing narrative and client-facing messaging that builds trust with buyers and sellers.

A new guide explains how startups offering AI agent products can structure service level credit schedules for customers. It covers how to define uptime commitments, tie service credits to agent performance, and handle the uncertainty of probabilistic AI systems where traditional uptime guarantees do not map cleanly. The piece is aimed at founders and legal teams drafting enterprise contracts for AI agent services.