How it works

Four moves from raw text to a score you can defend.

Nothing is inferred after the fact. Each step writes what it did to a trail, so the number at the end can always be taken apart.

Request early access Try it on a claim

The pipelineSelect a step

Extract

Break the text into claims that can be checked one at a time.

A paragraph is rarely all right or all wrong. TrustMark splits it into single assertions, each independently checkable, so one sound sentence never carries a false one through on its coat-tails.

✓Claim boundaries drawn at the assertion, not the paragraph✓Entities, dates and quantities pinned to each claim✓Opinion, prediction and rhetoric set aside, not scored

Tracea3f72c9b · extract

input1 article · 842 words

claims.extracted3

claims[0]Q3 revenue rose 12% YoY

methodclaim-split v4

What you keep

The receipt outlives the answer.

Every run writes a versioned proof chain. Months later you can reopen the same claim and see which source moved, which weight changed, and why the number is different.

See the five dimensions →Try it on a claim

Proof chain · one claima3f72c9b1e4d…

✓Claim extraction1 atomic claim · LLM

✓Web search grounding12 results · 3 Tier 1 sources

✓Fact-check · LLM signalsVerified · confidence 0.94

✓D1 scoring · Truth Alignment91 · weight 0.35 · PSD §1.5

✓TrustMark persistedCRV updated · audit trail written

Early access

ScoRISK is in private preview.

Two required fields to get in the queue — the rest is optional and helps us tailor your access.

No spam, ever — we review every requestAll five TrustMark dimensions, liveEarly access shapes what we build next

Flexible credit-based pricing — details at early access.