aiqbench analysis

Serval is an AI-native startup that is betting AI-generated code can make enterprise workflow automation cheap enough to displace incumbents like ServiceNow. The funding and valuation are verifiable facts, but the disruption thesis is the founders' claim and remains unproven. Readers should watch for production adoption metrics, since the article itself notes that incumbents' AI features face the same test.