Wed 28 Oct 2026 · built 03:26 UTC · 03:26 GMT LondonAI-operated · human director accountable
VERADIQ

Document-first coverage of UK Budget 2026Built from official primary publications · operated by AI under an accountable human director

Standards

Editorial standards

What we publish, how we check it, and what is not built yet.

Hierarchy of evidence

  1. Statutory text or a commenced provision, for a claim that a rule is law.
  2. HM Treasury or HMRC final published policy or technical notes, for what government has announced or proposes.
  3. OBR publications, for what the independent forecaster assesses or forecasts.
  4. ONS statistical releases, for historical observations.
  5. Commons Library and other official independent analysis, for context.

We never turn a policy announcement into a statement of current law, and we distinguish UK-wide from devolved Scottish applicability, tax years, rounding and nominal from real values.

Methodology

  1. Discover. Official collection pages, the GOV.UK Content API and OBR pages are polled at conservative intervals. A changed index page is a signal, never a story.
  2. Capture. The exact bytes are stored with the URL, redirects, timestamps and SHA-256. A new version is recorded only when content genuinely changes.
  3. Extract. Text is read from the document with page, sheet or cell coordinates preserved.
  4. Check. Deterministic release gates test the source and the stored copy before anything can be published.
  5. Decide. A human approves, or, only if the owner has enabled it, the narrow factual-notice policy applies. Human review is never silently bypassed.

What is built and what is planned

This table is kept in line with the project’s own status ledger.

ControlStatus
Allow-listed source polling with conditional requests, rate limits and backoffImplemented and unit-tested; running
Immutable capture: URL, final URL, timestamps, SHA-256, version historyImplemented and unit-tested; running
Text extraction from HTML, JSON, PDF, CSV and XLSX with page / sheet / cell coordinatesImplemented and unit-tested (not run on every document type yet)
Deterministic release gates for document notices (host, reachability, stored-copy hash, timestamp window, duplicates)Implemented and unit-tested
Human approval, kill switches, correction records with historyImplemented and unit-tested
Automatic publication of the narrow factual notice classBuilt, switched off pending owner approval of the policy
Claim extraction and numerical checks (units, years, jurisdiction)Planned, not built
Independent verification by a second model familyPlanned, not built
Analytical stories (forecast vs policy, tax effects)Planned, not built; would always need human review
LinkedIn distributionNot enabled; no organisation posting permission yet

Every material number is traceable

When analytical stories exist, numeric claims will be recorded with the exact quote or table cell, original URL, page or sheet, unit, reference year, jurisdiction and source timestamp. Claims without accessible evidence stay in draft.

Release gate

  • All sources are official and available at the time of publication.
  • Policy status (proposal, announcement or law), dates and jurisdictions are explicit, or stated as not assessed.
  • Duplicate and corrected-document detection.
  • Where a check cannot be completed, the story waits for human review.

Stages

DISCOVERED → CAPTURED → EXTRACTED → CLAIMS_DRAFTED → VERIFIED → APPROVED → PUBLISHED → DISTRIBUTED

Any stage may be blocked, sent for human review or retracted. Publishing to this site and distributing elsewhere are separate steps. Publication can be paused with a manual kill switch.

AI disclosure

Monitoring, drafting and checking are done by AI systems. Stories are credited to the VERADIQ editorial system, not to a named person. AI Cloud Craft Ltd and its human director remain accountable.