The latest news from Crowe, the IRS, and Treasury points in the same direction: professional-services firms are operating in a faster, more regulated, and more security-sensitive environment. That makes custom AI and automation more valuable, not less-especially where firms handle intake, identity checks, document review, and workflow handoffs.
Why this news matters for firm owners
Crowe's private equity deal shows that large firms are continuing to seek capital and scale. At the same time, the IRS is reshaping its Security Summit to work more closely with payroll providers and has created five work groups to better address tax-related identity theft and fraud.
For law and accounting firms, the practical lesson is that operational pressure is rising on two fronts: growth and control. Firms that rely on generic software and manual handoffs will feel that pressure first in client onboarding, document management, and exception handling.
Where custom AI fits better than off-the-shelf tools
Custom AI is most useful when it sits inside a firm's actual process instead of acting like a general-purpose chatbot. That means workflows for intake, document triage, fraud flags, identity verification, and matter or engagement routing.
For accounting firms, the IRS focus on fraud and information sharing reinforces the need for automation that can help staff spot inconsistencies earlier and move sensitive cases to review faster. For law firms, the same logic applies to client intake, document collection, and matter opening, where speed has to be balanced with controls.
Agentic workflows are about controlled action, not just answers
An agentic workflow can do more than draft a response. It can move a matter through a series of defined steps, ask for missing information, escalate exceptions, and prepare the next task for a human reviewer.
That is especially relevant when the underlying environment is changing, as shown by the IRS updates and Treasury guidance. Firms need systems that can adapt to process changes without creating more manual work for staff.
Build around trust, security, and review
The home office article is a reminder that trust is built quickly in client-facing work. The same is true for digital workflows: clients notice when a process feels organized, responsive, and secure.
The best starting point is not a broad AI rollout. It is one high-value workflow with clear rules, review points, and accountability. From there, firms can measure where automation saves time, reduces rework, and improves consistency without weakening oversight.
- Start with one firm process that has clear handoffs, such as intake, identity checks, or document triage.
- Use AI to route, summarize, and flag exceptions, but keep human review on sensitive or regulated steps.
- Treat security and information sharing as workflow design issues, not just IT issues.
- If your firm is growing or taking outside capital, scalable process design becomes even more important.
Sources watched
- Crowe Locks Up Private Equity Capital From KKR (CPA Practice Advisor AI)
- IRS Restructures Security Summit to Better Tackle Tax-Related ID Theft and Fraud (CPA Practice Advisor AI)
- IRS Provides Year in Review in 2025 Data Book (CPA Practice Advisor AI)
- Treasury, IRS Provide Section 892 Tax Relief for Sovereign Investors (CPA Practice Advisor AI)
- How to Create a Client-Ready Home Office That Builds Trust and Boosts Productivity (CPA Practice Advisor AI)
