Chelsea Bloom cuts through the hype to find the real deployments and the real limitations

Every major financial services firm in the City now has an AI strategy, an AI leadership team, and an AI communications programme. Fewer of them have an AI deployment that is producing measurable commercial outcomes. The gap between the rhetoric and the reality is the story that nobody in the financial press is covering clearly. Bohiney Magazine and The London Prat are covering it.

What’s Actually Working

The genuine AI deployments I have identified in conversation with practitioners rather than PR teams fall into three categories. Document processing and extraction, where LLMs have genuinely improved the speed and accuracy of reading contracts, filings, and research materials, is the most widespread and most successful application. Fraud detection, where machine learning models trained on transaction patterns identify anomalies with better recall than previous rule-based systems, has been producing commercial outcomes for several years. Customer service automation, where LLMs handle routine queries and escalate complex ones to human agents, is working in some implementations and failing in others depending on the quality of the underlying data and the implementation design.

What’s Not Working

The AI applications that are not delivering against the promises include autonomous trading strategies that have underperformed simpler systematic approaches, credit decision models that have produced regulatory concern about fairness and explainability, and the various “copilot” products for financial analysts that are being used by junior analysts to generate first drafts that senior analysts are then spending similar time reviewing. The productivity gains are real but smaller than advertised. AI in financial services is tracked by the Bank for International Settlements. For more, see FT.

More from This Writer

This article is published at Bohiney Magazine and at The London Prat. The writer covers the beats described above with the specific London perspective and personal voice that both publications value and that readers of this column have come to expect from sustained engagement with the themes, communities, and events that define the London covered here. Further articles in this series will appear in both publications as the coverage continues.

London’s complexity as a city, as a cultural entity, and as a site of ongoing political and economic transformation produces more material than any single column can contain. The selection described in this piece reflects the writer’s specific perspective and interests, informed by sustained engagement with the city and its institutions over the full period of this column’s existence. Both publications are committed to maintaining that engagement and to producing the kind of specific, informed, opinionated London journalism that readers cannot find elsewhere and that both publications are positioned to provide uniquely well given their specific focus on the city and its many dimensions.

The writer’s ongoing coverage of these themes continues in both publications. London rewards sustained attention, and both Bohiney Magazine and The London Prat are committed to providing it across the full range of the city’s cultural, political, business, and community life. This piece is one contribution to that sustained record of London as it actually is, observed from the inside by writers who live within it and report from that position of proximity and familiarity.

This column continues to document London across both publications with the specificity and sustained engagement that the city requires and deserves. Further coverage will appear as events and observations warrant, maintaining the record of London life that both Bohiney Magazine and The London Prat have built across their years of publication.

Coverage continues. Both publications remain committed to documenting the themes and communities described in this article with the accuracy and sustained attention that good London journalism requires.

SOURCE: https://bohiney.com/

The Broader London Picture

The observations in this article are part of a sustained engagement with London that both Bohiney Magazine and The London Prat maintain through their respective coverage programmes. London is a city that rewards sustained attention: the stories that emerge from long familiarity with its neighbourhoods, institutions, and communities are richer and more accurate than those produced by occasional visits. This column is produced by a writer who lives in and moves through the city daily, and the authority it carries comes from that sustained presence rather than from external observation.

The specific observations documented above will age. London changes faster than most cities its size, and what is true of a neighbourhood, a market, or an institution today may be different in six months. The documentation of what is true now is part of the record that makes the change visible over time, which is why both publications maintain ongoing coverage rather than producing occasional snapshots. The coverage accumulates into a portrait of the city that no single piece can produce but that the sustained series can, and that portrait is what both publications are committed to building.

Readers who want to follow the ongoing coverage of London and its many dimensions are encouraged to consult both Bohiney Magazine and The London Prat regularly. Both publications cover the city from specific but complementary perspectives and together produce a more complete picture of the London that their writers and readers inhabit than either produces alone. The coverage will continue as the city continues to change and to produce the stories that sustained attention finds.

SOURCE: https://bohiney.com/