About Work Comp Brief
An analysis-first publication tracking the U.S. workers’-compensation insurance market — regulation, rate and loss-cost filings, agency bulletins, and rulings — for the professionals who work in it.
Who we serve
Work Comp Brief is a business-to-business trade publication for workers’-compensation insurance professionals: carriers and underwriters, brokers and agents, third-party administrators and claims professionals, employers and risk managers, and comp defense counsel. We cover the market and the regulatory record — not individual claims, and not consumer guidance.
Every article is built on a primary source — a state Division of Workers’ Compensation or Department of Insurance bulletin, a rating-bureau filing, a bill or enacted statute, an official press release, or a court or appeals-board ruling — which is named and linked on the page so any reader can verify the facts for themselves. Our differentiator is the “What it means” analysis: the concrete operational and financial implications of each development for the roles above.
How our content is made (methodology & authorship)
We are transparent about this: Work Comp Brief is produced by an automated editorial pipeline, not by a newsroom of human reporters. Our articles are researched and drafted by AI agents (“local Claude” running on Claude Code) operating under a fixed editorial playbook, then published under the oversight of a human owner who is accountable for the publication.
The pipeline works to a deliberately strict, quality-over-volume standard:
- Primary-source first. Each piece starts from an official, publicly-available regulatory or market document, which is fetched and read directly — not a paywalled newswire summary.
- A fact-check gate stands in for a human editor. Before anything is published, every factual claim — numbers, dates, names, effective dates, quotes — must be explicitly supported by the primary-source text. Claims that cannot be grounded are cut. If a story as a whole is not groundable, it is not published at all.
- Original expression. Facts are reported in our own words. We do not copy source wording or reproduce licensed private material (such as rating-bureau manual text or rate tables) verbatim; we report the fact of a filing and link to the regulator’s official posting.
- Strictly B2B. We do not give legal, medical, financial, actuarial, or coverage advice to any individual, and we do not tell anyone how to file or contest a claim. Everything is framed as market and regulatory analysis for professionals.
- A deliberately limited cadence. Publishing is quality-gated, not volume-driven. When nothing is well-grounded, we publish nothing rather than fill space.
Articles are bylined to the Work Comp Brief automated newsroom as an organization — we never attach a fabricated human reporter’s name to AI-produced work. Errors are possible; if you spot one, please tell us (see Contact) and we will correct the record.
Independence and how we make money
Work Comp Brief is independent and is supported by display advertising. Ads are clearly distinguishable from editorial content and do not influence what we cover or how we analyze it. If we ever add affiliate, sponsored, or paid placements, they will carry a clear and conspicuous disclosure of the material connection.
A note on scope. Work Comp Brief provides general market and regulatory information for insurance professionals. It is not legal, financial, actuarial, or coverage advice, and it is not a substitute for professional counsel or the official source. See our Terms of Use.