Legal and Editorial reviewed it. But it's still inaccurate in 14 states.
I design review frameworks that catch what legal review and editorial review are not built to find. When content has to be correct across multiple jurisdictions, accuracy at only the highest level is not enough.
What passed the existing review process?
Chio is a workforce management platform. Its help center includes employer-facing guidance on hiring, onboarding, leave, and termination. The content goes through two review gates before it publishes.
- Legal review confirmed that federal compliance claims are accurate.
- Editorial review confirmed that the language follows brand and style guidelines.
The content is accurate at the federal level, but employers who must also follow state-level leave laws will get the wrong answer for their business.
What gaps and flags did the existing process miss?
These three flags describe three distinct ways content fails users despite clearing review.
Jurisdictional Gap
Catches content that is correct in one context and wrong in another. Legal review doesn't catch this because the federal statements are accurate. The gap is what's missing, not what's wrong.
Comprehension Flag
Catches content where accuracy and usability have separated. Editorial review doesn't catch this because the writing is clear. The problem is that the reader still can't act on it. The information is precise in a way that requires expertise the reader doesn't have.
Coverage Depth
Catches content that addresses a topic without providing the information the reader came for. Neither legal nor editorial review is designed to evaluate whether the content goes far enough. Legal confirms the claim is defensible. Editorial confirms the paragraph is well-written. The framework asks whether the employer can leave this article and do the right thing.
Each flag sits in the space between two existing review layers. The most expensive content failures live there because no one designed a process to look.
What does the jurisdictional review framework find?
The Family and Medical Leave Act (FMLA) requires private-sector employers with 50 or more employeesJurisdictional Gap to provide up to 12 weeks of unpaid, job-protected leave per year. To qualify, an employee must have worked for the employer for at least 12 months, logged at least 1,250 hours in the past year, and work at a location where the employer has at least 50 employees within 75 milesComprehension Flag.
Eligible employees may take leave to address their own serious health condition, to care for a spouse, child, or parent with a serious health condition, or to bond with a new child within one year of birth, adoption, or foster placement.
Many states have their own family and medical leave laws that may provide additional protections beyond federal FMLA. These may include expanded eligibility, broader definitions of covered family members, or paid leave benefits. Employers should consult with qualified legal counsel to ensure compliance with applicable state requirements.
FMLA sets the threshold at 50 employees. California's CFRA applies at 5. Colorado's FAMLI program covers employers of any size. An employer with 20 employees who reads this article concludes leave law doesn't apply to them. In a growing number of states, it does.
Accurate statutory language an employer cannot apply. How is the radius measured? Does the count include employees on leave? What about remote workers in a different state?
Confirms state-level requirements exist. Names none of them. An employer in California doesn't learn that CFRA covers broader family members, that the state provides wage replacement FMLA doesn't, or that state and federal leave run concurrently.
What makes this a system?
The review framework works when other reviewers can apply it without additional questions and context.
Documented criteria
Each flag category has written rules for when it applies. A Jurisdictional Gap flag applies when content states a federal standard without naming the state-level variation. The rules are specific enough that two reviewers working independently flag the same sentence.
Calibration
Reviewers score the same article independently, compare results, and resolve disagreements before reviewing the full library. Disagreements are where the rules get sharper. If two reviewers read the same sentence differently, the rule gets rewritten until they wouldn't.
Coverage tracking
The review produces a record of the content library: which articles have been reviewed, which flags were found, which have been fixed. Progress is visible across the library, not just within one article.
Usable content is not always accurate content. Designing the framework that finds where they diverge closes those gaps.