Five Likely Effects of the IRS Using AI to Improve Collections

The IRS says it will lean hard into "super intelligence" in 2027. IRS CEO Frank Bisignano frames it as a way to compress years of work into months and improve collections through better data, analytics, and automation. Here are the five effects I think business owners should expect.

1. More automated notices when your numbers don't match.
Returns, payroll filings, broker reports, partnership returns, and crypto records can all be compared electronically. When they disagree, a letter is the likeliest result. Correspondence audits are expected to rise as AI flags high-risk returns for quicker review. Consistency across your filings now matters more than any single filing.

2. Enforcement will concentrate where the dollars are.
Business owners, especially those with partnerships, pass-through entities, and heavy 1099 activity, are natural targets. The IRS already uses AI to select large partnership returns. Past partnership audits often resulted in no changes, partly because the IRS couldn't target noncompliant partnerships well. Better targeting means fewer wasted audits and more productive ones.

3. The clock will speed up.
Bisignano says amended returns that took six weeks to process now take three days. Faster processing means faster detection, and less time to correct a problem before the IRS finds it. Owners who rely on year-end cleanup will feel this first.

4. Errors will happen, and disputes will follow.
Machines match data. They don't understand context. A deposit could be income or a gift, and a forgotten 1099 gets flagged correctly while bad data gets flagged wrongly. Analysts expect AI enforcement to improve collections at the margin while also increasing false positives, appeals, and privacy risk. The IRS says humans review AI output, but the owner who keeps clean records and responds quickly will resolve these far more cheaply.

5. Governance may lag the technology.
GAO reports that the IRS had 126 active AI use cases as of June 2025. It also found staffing cuts have created a skills gap that could be hard to close, and that no one manages AI investments across the agency. The IRS agreed with GAO's eight recommendations. The tools may arrive faster than the oversight, so the burden of accuracy falls more heavily on the taxpayer.

What to do about it.
The question is shifting from whether the IRS sees a transaction to how quickly it can connect the dots. Reconcile your books monthly, make sure your CPA, payroll provider, and bookkeeper work from the same numbers, and keep documentation for every deduction. Scripture says, "The plans of the diligent lead surely to abundance" (Proverbs 21:5, ESV). Orderly books are good stewardship, and they let you stay focused on running the business instead of answering letters.

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Dr. Bill English

Dr. English is an Executive Coach with over 35 years of experience starting, growing, and managing businesses. He has been the CEO of five companies, with revenue ranging from $75K to $25M and employee counts ranging from 2 to 550. English has conducted over 10,000 hours of psychotherapy as a clinical psychologist and has been a guest on Faith Radio (myfaithradio.com) for over 10 years. He has written twenty books, including Biblical Wisdom for Business Leaders, Working for a Difficult Boss, and A Christian Theology of Business Ownership. English holds a Master’s degree in Counseling Psychology, another in Divinity, and a PhD in Business Management. He has also completed post-graduate work in family systems therapy, trauma therapy, strategic organizational leadership, and business process management. Book a free 45-minute consultation to speak with him.

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