Xero launched XeroForce, an invite-only AI agent builder that lets accountants describe workflows in plain English and connect them to Xero processes. It is in alpha, targeting document requests, missing receipt follow-ups and deadline monitoring as first use cases. Firms can request access now.

The Signal  — Most accounting AI handles one task, for one client, at a time. XeroForce runs the same workflow across your entire client base from one setup — that is a different scale equation for a small firm. Alpha participants shape the roadmap; they don't just inherit whatever ships. What to watch: XeroForce is still invite-only. Request access, document one internal workflow worth automating and test the connection before any client-facing process goes near it.

Most finance leaders measure AI adoption by seat count and headcount, not by what workflows changed. Only 7% of CFOs report strong AI returns — despite documented productivity gains in the tools they are already using. The gap is not performance. It is measurement.

The Signal  — Your board and auditors don't want a seat count dashboard — they want cycle time improvement, rework reduction and exceptions caught before closing. Finance teams that set a 90-day baseline now will have those numbers. Teams tracking licenses will have an adoption chart that answers nothing the board is asking. What to watch: The 90-day pilot with a prior-period baseline is the standard for boardroom AI reporting. Set your baseline before the next quarter close. After is too late to have anything worth comparing.

Most small CPA firms have staff using ChatGPT on client-adjacent work with no written policy covering it. The exposure is not the tool — it is the missing documentation: which tools are approved, what data can enter them, who reviews the output. State CPA societies are tightening their AI ethics guidance.

The Signal  — A one-page AI policy is the difference between a manageable situation and a disciplinary action. Cover approved tools, client data rules, review requirements and incident handling. Practitioners who build this before something goes wrong have far more options than those responding after. What to watch: State CPA societies are updating AI ethics standards now. The 2026-2027 renewal cycle is when documented AI policy requirements are likeliest to shift from best practice to compliance requirement.