We built qalitAI to help people the system overlooks tell the true story of their financial lives, and to give every institution the evidence to decide with confidence.
qalitAI was founded on a simple belief: a person's ability to repay should be measured by what they actually do with money, not by a number invented decades ago that was never designed to include them.
7 million Americans are credit invisible.*
Some pay rent on time. Some cover utilities without fail. Some run small businesses that generate real, consistent income. But because they lack a traditional credit history, or carry a damaged one from circumstances beyond their control, they're shut out.
They turn to payday lenders charging triple-digit rates. They borrow from informal networks. They defer dreams. Not because they're bad with money, but because the system was never built for them.
Beyond the invisible, 25 million more Americans are unscorable, and nearly 47 million carry subprime scores. This is the population qalitAI was built to serve, through the institutions positioned to reach them.
* CFPB Technical Correction and Update to Credit Invisibles Estimate, June 2025. Updated figure reflects corrected methodology. Unscorable figure: 25.3M (9.8% of adults, 2020 data).
Decrease Payday Lending Dependency
Predatory lenders thrive where traditional credit fails. qalitAI helps institutions see past the score and reach people who've been forced to pay 400% APR or more for survival.
Break Generational Financial Exclusion
When parents are excluded from credit, their children inherit that exclusion. We're building tools to interrupt that cycle, permanently.
Eliminate Bias from Financial Decisions
Traditional credit scoring carries historical bias baked into its foundations. qalitAI's cash flow methodology is structurally non-discriminatory and built on an FCRA compliant architecture, so institutions decide on evidence rather than proxies.
Empower Small Businesses
The corner bakery, the freelance electrician, the new immigrant entrepreneur. They have real cash flow. They deserve a real shot at the financing and verification they need.
Empower Institutions
Sound decisions lower delinquencies, reduce losses, and free up capital. Whether the decision is a loan, a lease, or who may raise from investors, qalitAI gives the institution faster answers and a defensible record behind each one.
The same evidence that opens a door can also reveal a risk.
Through deterministic analysis of an applicant's own bank transactions, qalitAI reveals the strong cash flow management that conventional scoring never sees. That is how it gives the overlooked a way to be understood.
The same reading works in the other direction. Because qalitAI measures what actually moves through an account, it distinguishes strained cash flow from strong cash flow even behind a high score, and it does so in seconds. What began as a way to include the excluded became a way to see any applicant clearly, at a speed and scale that traditional verification cannot match.
That is the larger story. qalitAI turns financial transaction reality into verified, traceable evidence wherever a credit or verification decision is made, and it gives organizations the documented basis to say yes, or no, with confidence.
"To transform financial transaction data into verified human insight, giving organizations the clarity to make confident decisions, and every individual the opportunity to be understood as they truly are."