Nik Maguire

Nik Maguire founded Moxon AI Group Ltd in 2025 to build Trademark Dashboard — a programmatic intelligence platform covering the UK IPO, USPTO, and the major global trademark registers. He serves as the named editor of the Breaking News Desk: every article published on this site is drafted from a structured data pipeline and edited under his byline before it ships.

Outside of Trademark Dashboard, Nik is a contributor to AI Business Dispatch covering AI’s impact on UK business services, and operates Decentralised Finance Software Ltd (Companies House #16838716). He publishes under his own name and holds a verifiable presence across LinkedIn, the UK Companies House officer register, IMDb, Amazon, and Goodreads.

Connect on LinkedIn: linkedin.com/in/nik-maguire.

Articles on the Breaking News Desk are drafted by AI (Anthropic Claude) from an eight-signal enrichment pipeline that runs against the platform's own indexes of the UK IPO and USPTO registers. Every factual claim is traceable to a structured field in the underlying register data, the platform's owner index, the visual-similarity engine, or the attorneys directory. The AI is instructed never to invent a fact.

Speculative commentary — what a filing might signal, how the market might read it, what to watch for next — is explicitly hedged in the prose (“this suggests…”, “may indicate…”) so factual register and analytical register are visibly separated. This is what makes a piece news rather than register-rephrasing.

Corrections, retraction requests, and factual disputes go to [email protected]. Confirmed errors are corrected with a visible dateModified bump and, where the original error materially misrepresented a tracked company, an explicit correction note appended to the article.

The matcher runs once a day on doubletaxcron after the UK IPO and USPTO ingestion windows close. New filings and status changes for any company on the watchlist (Magnificent 7 first; FTSE 100 and S&P 500 added in Phase 3) are scored on six factors: company tier, cross-jurisdiction velocity, class significance, distinctiveness, image richness, and filing-pattern anomaly.

Above a tunable threshold, the matcher fans the event out across five enrichment workers (historical filing pattern, cross-jurisdiction context, visual similarity against the 640K-image embedding corpus, attorney cross-reference, industry pattern). The merged enrichment payload is handed to Claude with a structured prompt and a four-node JSON-LD graph (NewsMediaOrganization → NewsArticle → Dataset → FAQPage). Editor review is required for the first phase of any new jurisdiction; auto-publish is enabled per jurisdiction once the prompt and quality gate are stable.

Underlying register data is reproduced under the UK IPO Open Government Licence v3.0 and the equivalent licences for other jurisdictions. The Dataset JSON-LD node on every article asserts the source registry and its licence URL.

Every article on the Breaking News Desk is drafted with AI assistance and edited by Nik Maguire as named editor prior to publication. The disclosure is intentional: the March 2026 Google update found near-zero correlation (0.011) between AI-assisted content and ranking penalties — what mattered was whether human editorial oversight and disclosure were present. This page is the disclosure.