Last updated: April 2026
Women Live Score is produced by a three-person editorial team based in Poland, operating under Praxeos Group sp. z o.o. (Sienna 9, Szczecin). We do not publish individual bylines — articles are the product of a shared editorial workflow rather than a single writer — but we want to be transparent about who is behind the site and how we divide the work.
Sets the editorial direction, signs off on every published article, manages league coverage priorities, and owns the relationship with our data partners. Responsible for factual accuracy, tone and legal sensitivity across the whole site.
Runs the live-score pipeline and match-data integration with Sportmonks, monitors data quality during matchdays, produces match-centred recaps and owns the stats blocks that appear in every article. Acts as the final human check on any score, lineup or statistic that appears on the site.
Handles long-form features, transfer coverage, league and team background research, and the fact-checking layer on top of AI-drafted copy. Maintains the internal style guide, the FAQ pages and the league descriptions that power our knowledge graph.
Most match previews and recaps on Women Live Score are first drafted by large language models (LLMs) — including Anthropic Claude and Google Gemini — working from structured match data and public news sources. The AI draft is then reviewed and, where necessary, corrected by the team member responsible for that league before the article goes live.
This hybrid approach lets a three-person team produce league-level coverage that would otherwise require a dozen staff writers. It also lets us cover leagues that mainstream media overlook entirely — Ekstraliga, Frauenliga, Liga MX Femenil — with the same editorial rigour we apply to the NWSL.
| AI drafts | The team verifies and signs off |
|---|---|
| Match previews from fixture data | Every published article |
| Match recaps from box-score and event data | Every published article |
| League and team overview descriptions | Facts, names, honours, stadium details |
| FAQ pages from league context | All question-and-answer pairs |
AI is never used to invent quotes, scores, squads, transfer fees, injury reports or any other fact. Quoted statements come from post-match press conferences, club channels and recognised news outlets. If we cannot source a claim to a primary source, we do not publish it.
Because most articles are the output of a hybrid human/AI workflow rather than a single reporter, attributing them to one person would be misleading. Instead we take collective editorial responsibility: every published piece is signed off by a named role on the team above, and any questions or corrections can be sent to womenlivescore@gmail.com.
Editorial enquiries, pitches, correction requests, collaboration proposals: womenlivescore@gmail.com. For the full editorial standards see our editorial policy; for how we handle factual errors see our corrections page.