Growth in AUM and mandates usually means more coordination work, and the reflex is to hire, but most of that work is coordination, not judgment, which is automatable.
Next Matter automates the repetitive coordination and lets AI agents handle routine steps, while your specialists focus on approvals and exceptions. Swan runs embedded-finance operations this way, keeping engineering free to ship; b2venture scaled venture operations to ~€800M AUM on audited orchestrations.
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