Articles

Read the longer version.

Short pages should tell you what Kenshiki does. These articles go deeper on the problems, rules, and markets behind the product.

Use-case explainers

Where the product enters the lender workflow.

Synthetic identity

How lenders detect synthetic identity fraud

Why clean bureau-visible file behavior can still hide fabricated lives, and where a lender can catch the gap.

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Thin-file underwriting

How to verify thin-file borrowers

How lenders can evaluate real applicants whose credit history is sparse, quiet, or incomplete.

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Beyond the score

Alternatives to credit scoring

Why the durable alternative is inspectable evidence, not a different opaque number with more data behind it.

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Research notes

Regulatory, mortgage, and method context.

Model validation

SR 26-2 and model validation

What the 2026 interagency model-risk guidance says about vendor models, and what it leaves out.

Mortgage channel

What the GSEs already know

Why the mortgage decision is a governed system, not a score lookup, and where lender-held evidence fits.

Formal method

How the corroboration verdict is computed

The deterministic chain behind a Kenshiki verdict: gate, axes, contradiction guard, policy, and sealed record.

Compliance taxonomy

Bank, credit-union, and AI compliance obligations

How to read the compliance taxonomy and why applicability, source, timing, and operational duty all matter.

Market thesis

Why the wedge matters, and where it can travel.

Why now

The cost of waiting is rising

The market thesis behind AI-enabled fraud pressure, thin-file gaps, decision consistency, and defensibility.

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Beyond the wedge

Same data, different jobs

The investor and strategy memo on where life-process coherence testing can travel after the credit wedge.

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Press release

Announcements and product notes.

Pulse

Hardware-attested presence proofs against AI voice fraud

Why Kenshiki is moving the trust anchor for high-risk actions away from voice and phone number, and toward a live human on a bound device with a hardware-attested sensor stack.

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