Where the liability lands
"We are careful" is not a defensible answer.
When a client, a regulator or a carrier asks what
governance you have in place for the AI tools your people use every day, recollection is not
evidence. The exposure looks different by profession, but it arrives through the same three
doors.
Employment and hiring
AI used to screen, rank or evaluate people
sits under Title VII and the ADEA. The EEOC has been direct that automating a decision does
not move responsibility off the employer.
Professional duty of care
When AI assisted advice, filings or
documents cause client harm, the claim lands on the practice that delivered them. Your
licensing board asks what your firm did, and whether it was written down.
Client data and confidentiality
Client information typed into a
personal AI account leaves your control. Most vendor contracts explicitly disclaim
responsibility for harm caused by their tools, and prompt histories are discoverable.
State AI statutes are already on the books in Colorado,
Illinois and Texas, licensing boards are drafting guidance, and insurers have begun adding AI
governance questions to errors and omissions applications.
Real estate, as a worked example
Fair Housing Act civil penalties per violation, before
actual damages, attorney fees and injunctive relief. 24 CFR §180.671, amended June 12,
2025. Every profession has its own equivalent schedule.
$26,262No prior violation
$65,653One prior within five years
$131,308Two or more within seven years
Certify now and you build a documented track record.
Wait, and you will be assembling one under pressure, after something has already gone wrong.
Start certification →