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NLJ this week: Comparators—how close is close enough?

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Comparators remain the fault line of discrimination law. In this week's NLJ, Anjali Malik, partner at Bellevue Law, and Mukhtiar Singh, barrister at Doughty Street Chambers, review a bumper year of appellate guidance clarifying how tribunals should approach ‘actual’ and ‘evidential’ comparators. A new six-stage framework stresses a simple starting point: identify the treatment first

Recent cases show tribunals increasingly willing to look beyond named comparators and examine wider workplace patterns. A ‘clean sheet’ interview process will not always shield employers if bias is alleged earlier.

As one ruling confirmed, poor treatment alone is not enough—but inconsistent treatment can be powerful evidence. The lesson for employers is blunt: keep detailed records and expect scrutiny.

MOVERS & SHAKERS

Thomson Hayton Winkley—Jordan Wallace

Thomson Hayton Winkley—Jordan Wallace

Thomson Hayton Winkley strengthens family law team

Ward Hadaway—Barnaby Rosenthall

Ward Hadaway—Barnaby Rosenthall

Construction lawyer returns to Ward Hadaway in Teesside role

Bird & Bird—Shahin Baghaei

Bird & Bird—Shahin Baghaei

Bird Bird hires leading legal transformation expert

NEWS
The Solicitors Regulation Authority (SRA) has warned solicitors and law firms that using artificial intelligence does not alter their professional obligations, amid concerns over inaccurate legal material and client confidentiality
From forgotten interest claims to case-management appeals, a string of procedural developments offers useful—and occasionally cautionary—lessons for practitioners

Jonathan Fisher KC highlights that it now accounts for around 40% of criminal offences, with roughly 70% involving technology, and argues that the UK cannot simply prosecute its way out of the problem. Detection, investigation and prosecution all require improvement, while different fraud types demand tailored responses.

How forcefully can a litigant criticise a public authority before robust advocacy crosses the line into unreasonable conduct? 
Can a meticulously maintained spreadsheet turn a couple’s informal financial arrangements into legally enforceable obligations? 
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