McCarthy Hatch Consumer Harm Intelligence
Launch Terminal
FSAi · Purpose-built AI

Consumers tell us where systems are failing. The signal is in their words.

FSAi is purpose-built AI that reads the consumer's own words — and finds the harm the metadata hides.

FSAi Terminal — Live
Who is McCarthy Hatch

A consumer harm intelligence company, built by the people who built the federal complaint system.

For fifteen years, every bank, regulator, and researcher reading CFPB complaint data has read the metadata — the drop-down menus a consumer picks before they type. Consumers misclassify themselves, so the metadata is wrong. McCarthy Hatch reads the field everyone else skipped: the consumer's own account of what happened. It is the difference between counting complaints and understanding harm.

Returned to consumers
$0B
via the federal system
Consumers reached
0M+
across the program
Companies onboarded
0
to the complaint system
Enforcement actions
0
first three years
What FSAi is

It reads the narrative, reconstructs the harm, and surfaces the supervisory signal.

FSAi is a purpose-built AI engine. It reads the "what happened" narrative inside a CFPB complaint and reconstructs the product, the transaction, the harm pattern, and the regulatory exposure — the fact pattern the consumer lived, not the box they checked.

01 · Read
The narrative
The consumer's own words, not the drop-down they picked.
02 · Reconstruct
Product · transaction · harm
The true fact pattern, assembled from the account.
03 · Surface
Supervisory signals
Potential exposure, early — before harm becomes systemic.
The metadata problem

Everyone has been reading the wrong field. We read the right one.

The metadata — what everyone reads

ProductSub-product IssueSub-issueState

Drop-down values the consumer selects before typing. Convenient to count. Frequently wrong.

The narrative — what FSAi reads

The consumer's own account of what happened — where the real product, the real transaction, and the real harm are described in plain language. The "what happened" field · CFPB complaint record

Consumers misclassify themselves. The metadata is wrong.
"I built the system that collects both. I know which one is the signal." — Jim McCarthy
Operating today

A working intelligence layer on the full public CFPB dataset.

Signals
0
Institutions
0
Products
0
States
0
Regulations
0
Raw controls
0
Leadership

Built and advised by the architects of consumer financial protection.

Jim McCarthy
Founder & Chairman
Founding member of the CFPB and architect of the federal complaint system. Onboarded 5,000 companies to the program that now anchors consumer financial protection.
Asaf Buchner, CFA
Chief Executive Officer
Brings a markets and advisory background spanning Schwab, UBS, KPMG, and EY-Parthenon to scaling FSAi as an operating product.
Col. Paul Kantwill, Ret.
Senior Advisor
Former Director of the CFPB Office of Servicemember Affairs. Decades of work protecting consumers and the men and women who serve.
The FSAi Terminal

Customers don't buy data. They buy lead time.

The Terminal turns the public complaint record into early-warning intelligence — the supervisory signals that appear in consumers' words long before they appear in an enforcement order.

Inside the Terminal

The Market Leaders view, on live public data.

Institutions, products, and harm patterns ranked by signal — sourced from the narrative, refreshed against the full public CFPB dataset, and read-only against everything already public.

Regulators
A bird's-eye view of marketplace harm
See where harm is concentrating across institutions and states, in time to act on it.
Institutions
Find exposure before the order
Surface potential supervisory exposure in your own book while there is still lead time.
Investors & Partners
An intelligence layer, operating now
A live product on real data, with named institutional traction and state engagement.
Proof

The signal was in the narrative the whole time.

1,041
Days from filing to enforcement order
$36M
Penalty in the enforcement order
6
Supervisory findings FSAi surfaced from the narrative

Case reference: Complaint 4137240 (ReliaCard / U.S. Bank) — a verifiable federal record. The metadata filed it as a routine payroll-card dispute marked resolved. The narrative described the harm. FSAi read the narrative.

U.S. Bancorp — Renewed CSBS engagement — five states CA · NY · IL · MD · ID
FSAi Terminal — Live

See the harm the metadata hides.

The Terminal is running on the full public CFPB dataset right now. Open it.