Insights, guides, and updates
Waymo runs 3,000 autonomous vehicles with 70 human overseers — a 1:43 ratio. Your practice still runs at 1:8. The firms that redesign around a fundamentally different human-to-client ratio will set the economics everyone else has to match.
The SaaSpocalypse entered its second month. The Federal Reserve published data showing AI is replacing entry-level workers while boosting wages for experienced ones. And three frontier AI models shipped with capabilities that didn't exist 30 days ago.
Google Cloud launched an AI agent framework that mirrors the exact playbook forward-thinking CAS firms are already building — context engineering, multi-agent orchestration, and human-in-the-loop oversight. The enterprise validation is here.
Moltbot became the fastest-growing open-source project in GitHub history — 160,000 people giving an AI agent autonomous access to their digital lives. The demand for AI employees is real. The question is whether your practice is ready to build them.
AI is eliminating the repetitive work that used to train junior accountants. That solves your staffing crisis today and hollows out your pipeline tomorrow. The firms that solve this first build an unassailable talent advantage.
98% of accounting firms say they use AI. Only 25% have a strategy for it. The gap between experimentation and implementation is where most firms are stuck — and where the competitive separation is happening.
