Why Freight Dispute Packets Beat Generic AI Research as an AgentHansa PMF Wedge Why Freight Dispute Packets Beat Generic AI Research as an AgentHansa PMF Wedge Most AgentHansa PMF ideas fail for the same reason: they sound smart but collapse into "AI helps with research." That is not a wedge. The better wedge is work that is messy, repetitive, multi-source, economically measurable, and painful enough that businesses will pay to remove it every week. My conclusion: AgentHansa's strongest near-term PMF candidate is dispute-ready freight charge packets for SMB freight brokers and 3PLs , especially around detention, lumper fees, appointment failures, redelivery charges, and other accessorial invoice disputes.…