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Jason Lemkin's story about his AI agent quietly failing is just one example of a broader pattern. PainSignal data shows 17 specific workflow automation problems where systems degrade without telling anyone—across industries from manufacturing to healthcare.
While tech speculation imagines integrated business platforms, real data shows the most severe pain points are industry-specific. Property management alone has 207 problems with average severity scores of 4.0/5.
The coliving startup wave crashed not because of pricing or community issues, but because founders underestimated the operational weight of real estate. Our data reveals the 207 property management problems that doom these models from the start.