Notes

Observations on expert work, intelligent systems and regulated marketing

  1. Peach, cream and dark brown gradient
    GlobalOrganisational intelligence

    If AI does the first draft, where do future experts learn?

    Anthropic’s workforce research raises a problem for regulated teams: automating routine production can also remove opportunities to develop professional judgement.

  2. Blue, purple and pink gradient
    GlobalAI governance

    Human oversight has to survive the AI being wrong

    A neonatal diagnosis study highlights differences in how reviewers handle AI errors, suggesting a more demanding test for human oversight.

  3. Blue, grey and black gradient
    United KingdomMarketing compliance

    What 72,400 ads reveal about compliance monitoring

    The ASA’s enforcement reports expose the work between detecting suspect advertising and establishing that an advertiser has corrected it.

  4. Blue, cyan and purple gradient
    United KingdomMarketing compliance

    When AI becomes the advertising claim

    ASA rulings on Finelo and AI Scorecast show why AI advertising must substantiate promises about ease, reliability and financial outcomes.

  5. Yellow, coral and pale pink gradient
    GlobalOrganisational intelligence

    Enterprise AI needs to know which version of the organisation to believe

    OpenAI’s Atlassian partnership and Infor’s research raise a question about enterprise AI context: which business information can guide action?

  6. Orange, peach and pale pink gradient
    United StatesMarketing compliance

    The claim can stay the same while the truth beneath it changes

    The FTC’s Greenway complaint highlights a pricing gap, with lessons for keeping marketing claims connected to current product facts.

  7. Pale blue, teal and cream gradient
    United KingdomFinancial services

    Compliance can see the problem and still lack the power to change it

    The FCA’s corporate finance survey highlights why compliance needs authority and early involvement to influence commercial decisions.

  8. Pale blue, teal, pink and lilac gradient
    GlobalAI governance

    AI governance in financial services needs evidence from the work

    The FSB’s 12 sound practices challenge compliance teams to establish whether an AI application performs reliably in context, then keep testing that judgement.

  9. Dark navy, blue and lilac gradient
    Europe / United KingdomFinancial services

    What has been approved when every customer sees a different message?

    Zango’s financial services essay collection raises a question for AI personalisation: how does approval hold when each customer sees different copy?

  10. Dark blue, teal and violet gradient
    GlobalAI governance

    Finding the information is becoming the easier part

    S-RM’s survey suggests AI speeds up compliance research while context, credibility and relevance still require expert judgement.

  11. Dark teal and blue gradient
    GlobalFinancial services

    Fourteen compliance systems still need an answer about authority

    MCO’s survey reports an average of 13.8 compliance systems, raising a question about which records should govern a financial services decision.

  12. Pink, lilac and peach gradient
    European UnionAI governance

    A convincing compliance answer is not a complete assessment

    A study of 12 EU AI Act compliance checkers finds gaps between risk classification and guidance an organisation can act on.

  13. Violet, blue and pale pink gradient
    United KingdomAI governance

    AI approval needs to survive the next change

    The UK’s healthcare AI reforms point towards lifecycle assurance, with lessons for keeping approvals valid as systems and evidence change.

  14. Blue, lilac and pale pink gradient
    United KingdomMarketing compliance

    The advert does not end where the landing page begins

    The ASA’s Juniper ruling shows why intervening pages do not necessarily stop a customer journey promoting prescription-only medicines.

  15. Dark blue, teal and violet gradient
    United KingdomAI governance

    An AI agent can reach the data. That does not settle its use.

    The ICO’s agentic AI consultation highlights why access to personal data does not settle its use, retention or reuse in marketing.

  16. Modern Lender and brett logos on a blue and violet gradient
    United KingdomCompany news

    brett and Modern Lender launch State of AI in Marketing

    The first edition of brett’s new research programme will benchmark how AI is changing marketing work across UK mortgage lending.

  17. Pink, blue and violet gradient
    United KingdomMarketing compliance

    When the prompt omits the rule

    The Midnite ruling shows where generative marketing needs controls: creation, review and publication.

  18. Dark navy, slate blue and violet gradient
    GlobalMarketing science

    Why questions don't always create curiosity

    Across four studies, question-framed titles drew less engagement because readers expected them to be less informative.

  19. Soft blue, lilac and pale yellow gradient
    GlobalConsumer psychology

    When criticism helps the review but hurts the reviewer

    A negative review can feel more useful while its author seems less credible, depending on what the audience expected.

  20. Blue, violet and pale pink gradient
    GlobalConsumer psychology

    The option you do not want can still change the decision

    A less-preferred option can reduce the appeal of a wider proposition, even when customers are free to ignore it.

  21. Red, blue and violet gradient representing similarity between voices
    GlobalMarketing science

    Why voices that sound like ours may earn more trust

    New research suggests similarity in vocal timbre can shape competence-based trust and persuasion.

  22. Soft pink, lilac and cream gradient representing the conversational context around a ChatGPT advert
    GlobalMarketing compliance

    Advertising on ChatGPT: what should marketers approve?

    An advert can pass content review and still be unsuitable for the conversation in which it appears.

  23. Soft blue and violet gradient representing AI productivity moving through a marketing organisation
    GlobalMarketing and AI

    Where marketing’s AI productivity gains go

    McKinsey respondents widely report individual AI productivity gains, while far fewer report organisation-level financial impact.

  24. Abstract charcoal and blue gradient representing a distinctive brand emerging in AI search
    GlobalRegulated industries

    The age of AEO belongs to interesting brands

    AI is changing how content is created and discovered but what comes out still depends on what a brand puts in.

  25. Abstract blue, violet and turquoise gradient representing expert judgement becoming organisational memory
    GlobalRegulated industries

    What should an AI agent remember from expert work?

    Useful organisational intelligence depends less on retrieving previous decisions than on preserving the expert criteria, reasoning and contextual limits that made them valid.

  26. Abstract red and orange gradient representing private conversational context around ChatGPT Ads
    United KingdomMarketing compliance

    How do you approve an ad when the context is private?

    Regulated advertisers need to show that contextual ad controls worked without seeing the private conversation behind each placement.

  27. Abstract blue, green and yellow gradient representing connected marketing compliance technology
    GlobalFinancial services

    Nine marketing compliance platforms for financial services (2026)

    Compare nine platforms across rule intelligence, pre-review, approvals, asset management and live monitoring.

  28. Abstract blue, teal, violet and rose gradient representing a shifting regulatory boundary around financial-services communications
    United KingdomFinancial services

    The Consumer Duty boundary is becoming a marketing question

    As the FCA redraws the boundary around retail protections, marketing teams will need to pay closer attention to context.

  29. Abstract black, grey and pale green gradient representing the path from AI risk classification to accountable decisions
    GlobalRegulated industries

    From AI risk frameworks to accountable decisions

    New research reveals where AI risk classification and tooling fall short: accountability, human oversight and wider governance.

  30. Soft pink, lilac and blue gradient representing employee expertise travelling through a regulated organisation
    GlobalRegulated industries

    Employee voices need systems, not scripts

    Employee-generated content can give regulated brands credible expertise and greater reach, but scaling it depends on guardrails that help people exercise judgement—not copy that removes it.

  31. Abstract purple, teal and charcoal gradient representing risk-based communications supervision
    United StatesFinancial services

    FINRA proposes moving beyond the approval queue

    FINRA wants to replace the default principal pre-use approval requirement with risk-based supervision. The opportunity is faster communication; the harder task is proving why each asset received the scrutiny it did.

  32. Abstract purple and blue gradient representing AI transparency decisions moving through an organisational workflow
    European UnionAI governance

    Article 50 turns AI transparency into a workflow decision

    The EU AI Act’s transparency rules have applied since 2 August 2026, making the relevant obligation, accountable owner and supporting evidence part of the review.

  33. Abstract blue gradient representing the gap between scientific evidence and an authorised advertising claim
    United KingdomFood and drink

    The Exhale Coffee ruling: evidence is not permission

    Exhale Coffee supported its marketing with research, laboratory testing and medical expertise. The ASA ruling shows why none of those things, alone or together, creates an authorised health claim.

  34. Abstract dark gold gradient representing the EU AI Act moving through global company workflows
    GlobalRegulated industries

    The EU AI Act is moving into company workflows

    Research on nearly 3,000 companies shows how the EU AI Act is shaping governance beyond Europe and the evidence behind responsible-AI claims.

  35. Abstract violet gradient representing the path from customer evidence to measurable outcomes
    United KingdomFinancial services

    Consumer Duty monitoring has to show what changed

    The FCA’s latest review finds that collecting management information is not enough. Firms need a traceable path from customer evidence to decisions, action and a measured result.

  36. Abstract warm amber gradient representing knowledge carried from one AI deployment to the next
    United KingdomRegulated industries

    The PM’s AI Taskforce faces the second-use-case test

    Lord Vallance has been given direct authority to drive the government’s AI strategy. The harder test is whether evidence and judgement from one deployment make the next easier to govern.

  37. Abstract blue and charcoal gradient representing how US bank marketers are putting AI to work
    United StatesBanking

    How US bank marketers are putting AI to work

    Data reveals where bank marketers are applying AI, how they access it and why the most valuable applications remain the hardest to implement.

  38. Abstract violet, blue and pink gradient representing marketing as a test of organisational AI
    UK and USRegulated industries

    Marketing is becoming the test of organisational AI

    Research on AI marketing adoption shows why regulated teams need to examine the workflows around individual tool use.

  39. Abstract blue and green gradient representing the depth of business AI adoption
    United KingdomRegulated industries

    AI adoption is rising faster than organisational capability

    ONS data shows AI use spreading quickly across UK business. The more valuable task for marketers is turning isolated use into well-governed organisational capability.

  40. Abstract layered green gradient representing organisational intelligence in agentic marketing
    GlobalRegulated industries

    The missing layer in agentic marketing

    BCG's 2026 CMO Survey shows that adopting AI tools is not the same as transforming marketing. In regulated industries, the missing layer is organisational intelligence.

  41. Abstract dark green, grey and amber gradient representing expertise distributed through digital content
    United KingdomRegulated industries

    The creator economy is coming for regulated professions

    Expertise is increasingly discovered through content. Regulated professionals have a significant opportunity, but publishing at scale changes the demands on judgement, evidence and review.

  42. Abstract deep blue and violet gradient representing human oversight of AI
    United KingdomFinancial services

    AI governance in financial services needs a human test

    The Mills Review exposes a weakness in many AI strategies: putting a person in the loop is not enough. Accountable delegation requires a far more deliberate operating model.

  43. Abstract blue and pale green gradient representing balanced regulatory risk
    United KingdomFinancial services

    FCA regulatory strategy: the end of compliance at any speed

    The FCA wants firms to make faster, better-evidenced decisions about risk. For marketing and compliance leaders, that demands a better operating model, not lower standards.

  44. Abstract blue light representing AI adoption in financial services
    United KingdomFinancial services

    AI in financial services has moved beyond the pilot problem

    The UK’s financial services AI plan reveals that the hardest part of adoption is no longer proving the technology. It is turning regulatory principles into repeatable decisions.

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