Atomic Claim Decomposition
Break completed reports into reviewable atomic claims while preserving original wording, material qualifiers and report context.
VERIFIABLE INTELLIGENCE INFRASTRUCTURE
Hadalith is building infrastructure to turn documents, retained web captures, datasets, and AI-assisted analysis into verifiable intelligence. Trace every conclusion to the exact evidence and recorded analytical steps beneath it.
THE HADALITH THESIS
Pages change. Sources disappear. Datasets are revised. Hadalith is building the provenance layer that keeps retained source material, versions and recorded analytical steps inspectable after the moment of collection.
FIRST PRODUCT / HADALITH TRACE
Hadalith Trace is being built as a human-reviewed, closed-corpus evidence-audit workflow for completed intelligence and due-diligence reports. Each review is scoped to a user-supplied, version-pinned PDF corpus.
Assessments describe what the supplied sources support. They do not determine objective truth or source credibility.
Break completed reports into reviewable atomic claims while preserving original wording, material qualifiers and report context.
Search only the user-supplied PDF corpus accepted for the review, with every source tied to a fixed version.
Connect each assessment to the precise source version, page, quote, text span and visual region a reviewer can reopen.
Let reviewers approve, revise or reject draft assessments and recover evidence the retrieval step may have missed.
Record source versions, claim transformations, retrieval settings, model inputs, reviewer decisions and exports.
INSIGHTS
Field notes on evidence integrity, closed-corpus analysis and human-reviewed intelligence systems.
Discuss a Pilot
CLAIM PROVENANCE / 01
A practical case for tracing analytical conclusions to exact evidence, recorded transformations, and accountable human review.
SOURCE CONTINUITY / 02
Why durable intelligence depends on retaining the exact source state behind a claim, not only a link to a changing page.
EVIDENCE REVIEW / 03
How to handle empty search results without turning a retrieval limitation into an unsupported conclusion.