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“Granicus owns real defensibility because it operates in government procurement where regulatory lock-in, liability bearing, and integration with legacy systems matter more than raw LLM capability. A city can't swap to a free Claude instance—they need a vendor who signs the contract, maintains SOC2, integrates with their existing GIS/permit systems, and bears liability for miscategorized requests that delay services. The moat is coordination (orchestrating citizen → department routing) + regulatory (government procurement cycles, compliance requirements) + trust (someone has to own the mistake when a permit request gets lost). An LLM alone can write better responses but can't replace the vendor relationship or system integration.”