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# Our latest news and views

Progressive, essential reading for marketers navigating the intersection of AI, data and marketing and the future of intelligent execution. Stay ahead of what’s next - before it becomes table stakes.

## [The 2027 marketing org: roles, skills and structures that win](https://data-agents.co.uk/blog/the-2027-marketing-org-roles-skills-and-structures-that-win)

Last year we argued that design would decide which marketing teams got value from AI. Gartner's 2026 CMO Spend Survey found 70% of CMOs call AI leadership a critical goal for this year and only 30% ...

[Read More](https://data-agents.co.uk/blog/the-2027-marketing-org-roles-skills-and-structures-that-win)

###### [What 12 months of AI-assisted analytics taught us about customer data](https://data-agents.co.uk/blog/what-6-months-of-ai-assisted-analytics-taught-us-about-customer-data)

###### [Where we use AI in customer analytics and where we don't](https://data-agents.co.uk/blog/where-we-use-ai-in-customer-analytics-and-where-we-dont)

###### [AI agents in customer analytics: what a year of builds taught us](https://data-agents.co.uk/blog/ai-agents-in-customer-analytics-what-a-year-of-builds-taught-us)

###### [Keyword research is dead. Prompt research is what matters now.](https://data-agents.co.uk/blog/prompt-research-beats-keyword-research)

###### [Most synthetic research gives you generic answers](https://data-agents.co.uk/blog/synthetic-personas-responses-from-no-one-real)

###### [Retention teams are held accountable for metrics they can't control](https://data-agents.co.uk/blog/retention-teams-blamed-uncontrollable-kpis)

###### [Most marketing compensates for weak strategy with high frequency](https://data-agents.co.uk/blog/weak-strategy-high-frequency-abba-newbery)

###### [Data ownership beats model sophistication in enterprise AI](https://data-agents.co.uk/blog/data-ownership-beats-ai-sophistication-ula-nairne-stelia)

###### [![For every pound a marketing team spends on software, it spends roughly six on the people running it.](https://data-agents.co.uk/hubfs/Gemini_Generated_Image_5zmtm25zmtm25zmt.png) The £1:£6 problem in marketing services: what changes when AI agents own the work](https://data-agents.co.uk/blog/the-16-problem-in-marketing-services-what-changes-when-ai-agents-own-the-work)

###### [Brief quality beats AI intelligence](https://data-agents.co.uk/blog/brief-quality-beats-ai-intelligence)

###### [Your AI Reporting Tool Is Visualising Fiction](https://data-agents.co.uk/blog/ai-reporting-visualising-lies-faster)

###### [![AI ROI is decided before you buy. ](https://data-agents.co.uk/hubfs/Gemini_Generated_Image_60qpaz60qpaz60qp%20Medium.png) Stop Evaluating AI Tools. Start Auditing Your Data.](https://data-agents.co.uk/blog/stop-evaluating-ai-tools.-start-auditing-your-data)

###### [![AI-accelerated marketing delivers results when it's built on solid strategy and real customer insight.](https://data-agents.co.uk/hubfs/Gemini_Generated_Image_cxcdbdcxcdbdcxcd.png) AI-Accelerated Marketing: Why Strategy Still Determines the Outcome](https://data-agents.co.uk/blog/ai-accelerated-marketing-why-strategy-still-determines-the-outcome)

###### [![Subscriptions surface something true across all of marketing: AI and data only work if the foundation underneath them is right.](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/neonpunk%20A%20split%20composition%20on%20a%20dark%20navy%20background%20On%20the%20left%20a%20dense%20tangle%20of%20thin%20white%20lines%20%20overlapping%20unresolved%20no%20clear%20direction%20On%20th.png) What subscriptions actually teach us about AI, data and CRM](https://data-agents.co.uk/blog/what-subscriptions-actually-teach-us-about-ai-data-and-crm)

###### [![](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/Abstract%20data%20visualisation%20showing%20signal%20decay%20over%20time%20Central%20composition%20features%20a%20series%20of%20luminous%20data%20points%20arranged%20in%20a%20flowing%20wave%20pa-1.png) Sky's Loyalty Fix was an Admission of Defeat](https://data-agents.co.uk/blog/skys-loyalty-fix-was-an-admission-of-defeat)

###### [![AI Isn’t Your Problem. Your Starting Point Is.](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/Futuristic%20marketing%20control%20room%20showing%20AI%20agents%20analysing%20campaign%20data%20streams%20dashboards%20glowing%20electric%20green%20and%20signal%20blue%20on%20black%20interfa.png) AI Isn’t Your Problem. Your Starting Point Is.](https://data-agents.co.uk/blog/ai-isnt-your-problem.-your-starting-point-is)

###### [![AI discovery is reshaping search. Learn why SEO is no longer enough. ](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/A%20cinematic%20highcontrast%20digital%20illustration%20of%20a%20modern%20boardroom%20overlooking%20a%20city%20skyline%20at%20dusk%20On%20a%20large%20transparent%20screen%20an%20AIgenerated%20se.png) AI Discovery Is Mainstream. Now It Needs a Strategy.](https://data-agents.co.uk/blog/ai-discovery-is-mainstream.-now-it-needs-a-strategy)

###### [![GEO monitoring tools: how to avoid the wrong decision](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/Minimalist%20highcontrast%20editorial%20illustration%20Abstract%20data%20layers%20flowing%20between%20AI%20interfaces%20social%20platforms%20dashboards%20and%20brand%20icons%20Black%20an.png) GEO monitoring tools: how smart brands avoid the wrong data decisions](https://data-agents.co.uk/blog/geo-monitoring-tools-how-to-avoid-the-wrong-decision)

###### [![AI Does Not Scale on Ambition. It Scales on Structure.](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/neonpunk%20Minimalist%20conceptual%20illustration%20showing%20an%20AI%20maturity%20pyramid%20built%20on%20four%20strong%20foundation%20blocks%20labeled%20Data%20People%20Process%20Technolo-1.png) AI Doesn't Scale on Ambition. It Scales on Structure.](https://data-agents.co.uk/blog/ai-doesnt-scale-on-ambition.-it-scales-on-structure)

###### [![](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/neonpunk%20The%20Future%20Marketing%20Org%20Roles%20and%20Skills%20for%202026For%20the%20last%20decade%20marketing%20organisations%20have%20been%20built%20around%20tools%20channels%20and%20execu.png) The 2026 Marketing Org: Roles, Skills and Structures That Win](https://data-agents.co.uk/blog/the-2026-marketing-org-roles-skills-and-structures-that-win)

###### [![The CMO’s AI Playbook](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/neonpunk%2021%20size%20Futuristic%20marketing%20control%20room%20with%20a%20CMO%20at%20the%20center%20surrounded%20by%20AIpowered%20dashboards%20data%20flows%20and%20modular%20agents%20set%20in%20a.png) The CMO’s AI Playbook: Leading Transformation Beyond the Tech Stack](https://data-agents.co.uk/blog/the-cmos-ai-playbook-leading-transformation-beyond-the-tech-stack)

###### [![AI-citable content with structure, clarity and credibility](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/An%20abstract%20loop%20of%20glowing%20data%20fragments%20flowing%20into%20a%20central%20neural%20core%20representing%20machine%20learning%20and%20content%20structuring%20%20styled%20in%20electri.png) Create for the Crawler: How to Build AI-Citable Content](https://data-agents.co.uk/blog/create-for-the-crawler-how-to-build-ai-citable-content)

###### [![](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/A%20sleek%20abstract%20visualization%20of%20a%20feedback%20loop%20with%20four%20glowing%20segments%20labeled%20Sense%20Decide%20Act%20Learn%20%20in%20electric%20green%20and%20signal%20blue%20on%20a%20je.png) The Four Verbs of Agentic Marketing](https://data-agents.co.uk/blog/the-four-verbs-of-agentic-marketing)

###### [![Top 10 agentic AI use cases for marketers](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/A%20sleek%20datadriven%20concept%20illustration%20showing%20four%20interconnected%20loops%20labeled%20Sense%20Decide%20Act%20Learn%20Each%20loop%20contains%20subtle%20marketing%20icons%20ad.png) Sense, Decide, Act, Learn: 10 Agentic Use Cases That Actually Deliver](https://data-agents.co.uk/blog/sense-decide-act-learn-10-agentic-use-cases-that-actually-deliver)

###### [![](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/Futuristic%20marketing%20control%20room%20AI%20agents%20and%20human%20marketers%20collaborating%20in%20a%20sleek%20glasspaneled%20HQ%20%20dashboards%20glowing%20with%20campaign%20data%20electric%20green%20highlights%20signal%20blue%20charts%20and%20a%20visible%20contrast%20between%20oldschool%20folders%20and%20automate-3.png) Your Marketing Org Was Built for 2015 — and AI Exposes It](https://data-agents.co.uk/blog/your-marketing-org-was-built-for-2015-and-ai-exposes-it)

###### [![Q&A blocks and data tables are extracted into AI-generated answer interfaces](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/An%20abstract%20visual%20showing%20content%20elements%20like%20QA%20blocks%20numbered%20lists%20tables%20and%20citation%20icons%20being%20pulled%20into%20a%20glowing%20AI%20interface%20The%20content%20panels%20should%20float%20within%20a%20futuristic%20data%20grid%20suggesting%20extraction%20by%20a%20language%20model%20Use%20a.png) Create for the Crawler: What GEO Content Really Looks Like](https://data-agents.co.uk/blog/create-for-the-crawler-what-geo-content-really-looks-like)

###### [![](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/designing%20an%20AI%20agent%20a%20futuristic%20blueprint%20with%20clear%20workflows%20human%20oversight%20and%20data%20flows%20in%20Data%20Agents%20brand%20palette%20black%20white%20electric%20green%20signal%20blue%20Minimal%20intelligent%20datadriven%20style-1.png) 5 Lessons Learned from Building AI Agents for Marketers](https://data-agents.co.uk/blog/5-lessons-learned-from-building-ai-agents-for-marketers)

###### [![Structure your brand’s digital footprint to stay visible and competitive with AI Search](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/A%20clean%20hightech%20visual%20of%20a%20website%20backend%20or%20dashboard%20view%20showing%20structured%20data%20elements%20schema%20markup%20blocks%20llmstxt%20file%20Knowledge%20Graph%20entity%20connections%20Include%20abstract%20lines%20connecting%20nodes%20like%20FAQ%20Product%20and%20HowTo%20to%20represent%20machi-1.png) Structured to Be Seen - How to Make Your Brand AI-Friendly](https://data-agents.co.uk/blog/structured-to-be-seen-how-to-make-your-brand-ai-friendly)

###### [Why AI Won’t Save Your Marketing: It’s a People and Process Problem](https://data-agents.co.uk/blog/why-ai-wont-save-your-marketing-its-a-people-and-process-problem)

###### [![Futuristic AI search interface displaying an answer box above a blurred traditional search results page, styled with cool tones and abstract data visuals to represent the shift from SEO to AI-driven discovery](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/A%20hightech%20stylized%20digital%20interface%20showing%20an%20AIgenerated%20answer%20card%20floating%20above%20a%20blurred%20traditional%20search%20engine%20results%20page%20The%20interface%20should%20feel%20futuristic%20and%20minimal%20with%20layered%20panels%20glowing%20edges%20and%20abstract%20data%20visuals%20eg%20s-1.png) The End of Ranking: Why Visibility Now Means Being the AI Answer](https://data-agents.co.uk/blog/the-end-of-ranking-why-visibility-now-means-being-the-ai-answer)

###### [![](https://data-agents.co.uk/hubfs/AI-Generated%20Media/Images/A%20dynamic%20scene%20showing%20a%20business%20leader%20standing%20in%20a%20hightech%20command%20center%20observing%20glowing%20holographic%20waves%20of%20customer%20sentiment%20flowing%20in%20from%20social%20media%20review%20sites%20and%20chat%20messages%20%20with%20visual%20cues%20of%20brand%20reputation%20rising%20and%20fal-1.jpeg) Track Brand Sentiment in Real Time with Sentiment Agents](https://data-agents.co.uk/blog/what-your-customers-really-think-using-sentiment-monitor-agents-to-track-brand-health-in-real-time)

###### [![Marketers must stay compliant with the EU AI Act](https://data-agents.co.uk/hubfs/1234ccc257c94b816c1c9037af0acf0294d0db6c0f12e8d456141750ca00f8aa.png) Why Marketers Must Wake Up to the EU AI Act](https://data-agents.co.uk/blog/why-marketers-must-wake-up-to-the-eu-ai-act)

###### [![Collaboration between human expertise and AI agents in a modern marketing](https://data-agents.co.uk/hubfs/cc567340abf7164094f29c429473cd4eea141cbfbe16fa86bdcb2aae4e252d57.png) From Colleague to Co-Pilot: How Agentic AI is Transforming Marketing Execution](https://data-agents.co.uk/blog/from-colleague-to-co-pilot-how-agentic-ai-is-transforming-marketing-execution)

###### [![](https://data-agents.co.uk/hubfs/39a83591b989b227d53aa7064de89c3a78a599c65e8fd94d29d0d7e04e1b4045.png) Why AI Agents Beat Legacy Agencies - With the Right Experts at the Controls](https://data-agents.co.uk/blog/why-ai-agents-beat-legacy-agencies-with-experts-at-the-controls)

# All articles

#### [Oct 9, 2026, 11:51:17 AM The 2027 marketing org: roles, skills and structures that win](https://data-agents.co.uk/blog/the-2027-marketing-org-roles-skills-and-structures-that-win)

[Read article](https://data-agents.co.uk/blog/the-2027-marketing-org-roles-skills-and-structures-that-win)

#### [Oct 9, 2026, 10:31:00 AM What 12 months of AI-assisted analytics taught us about customer data](https://data-agents.co.uk/blog/what-6-months-of-ai-assisted-analytics-taught-us-about-customer-data)

[Read article](https://data-agents.co.uk/blog/what-6-months-of-ai-assisted-analytics-taught-us-about-customer-data)

#### [Aug 19, 2026, 1:02:26 PM Where we use AI in customer analytics and where we don't](https://data-agents.co.uk/blog/where-we-use-ai-in-customer-analytics-and-where-we-dont)

[Read article](https://data-agents.co.uk/blog/where-we-use-ai-in-customer-analytics-and-where-we-dont)

#### [Aug 13, 2026, 11:55:36 AM AI agents in customer analytics: what a year of builds taught us](https://data-agents.co.uk/blog/ai-agents-in-customer-analytics-what-a-year-of-builds-taught-us)

[Read article](https://data-agents.co.uk/blog/ai-agents-in-customer-analytics-what-a-year-of-builds-taught-us)

#### [Jun 15, 2026, 9:45:57 AM Keyword research is dead. Prompt research is what matters now.](https://data-agents.co.uk/blog/prompt-research-beats-keyword-research)

[Read article](https://data-agents.co.uk/blog/prompt-research-beats-keyword-research)

#### [Jun 13, 2026, 11:43:54 AM Most synthetic research gives you generic answers](https://data-agents.co.uk/blog/synthetic-personas-responses-from-no-one-real)

[Read article](https://data-agents.co.uk/blog/synthetic-personas-responses-from-no-one-real)

#### [Jun 12, 2026, 4:17:34 AM Retention teams are held accountable for metrics they can't control](https://data-agents.co.uk/blog/retention-teams-blamed-uncontrollable-kpis)

[Read article](https://data-agents.co.uk/blog/retention-teams-blamed-uncontrollable-kpis)

#### [May 29, 2026, 9:29:31 AM Most marketing compensates for weak strategy with high frequency](https://data-agents.co.uk/blog/weak-strategy-high-frequency-abba-newbery)

[Read article](https://data-agents.co.uk/blog/weak-strategy-high-frequency-abba-newbery)

#### [May 16, 2026, 5:32:40 AM Data ownership beats model sophistication in enterprise AI](https://data-agents.co.uk/blog/data-ownership-beats-ai-sophistication-ula-nairne-stelia)

[Read article](https://data-agents.co.uk/blog/data-ownership-beats-ai-sophistication-ula-nairne-stelia)

#### [May 12, 2026, 5:04:45 AM The £1:£6 problem in marketing services: what changes when AI agents own the work](https://data-agents.co.uk/blog/the-16-problem-in-marketing-services-what-changes-when-ai-agents-own-the-work)

[Read article](https://data-agents.co.uk/blog/the-16-problem-in-marketing-services-what-changes-when-ai-agents-own-the-work)

#### [Apr 28, 2026, 11:45:11 AM Brief quality beats AI intelligence](https://data-agents.co.uk/blog/brief-quality-beats-ai-intelligence)

[Read article](https://data-agents.co.uk/blog/brief-quality-beats-ai-intelligence)

#### [Apr 20, 2026, 6:25:54 AM Your AI Reporting Tool Is Visualising Fiction](https://data-agents.co.uk/blog/ai-reporting-visualising-lies-faster)

[Read article](https://data-agents.co.uk/blog/ai-reporting-visualising-lies-faster)

#### [Apr 10, 2026, 10:28:36 AM Stop Evaluating AI Tools. Start Auditing Your Data.](https://data-agents.co.uk/blog/stop-evaluating-ai-tools.-start-auditing-your-data)

[Read article](https://data-agents.co.uk/blog/stop-evaluating-ai-tools.-start-auditing-your-data)

#### [Apr 10, 2026, 9:11:49 AM AI-Accelerated Marketing: Why Strategy Still Determines the Outcome](https://data-agents.co.uk/blog/ai-accelerated-marketing-why-strategy-still-determines-the-outcome)

[Read article](https://data-agents.co.uk/blog/ai-accelerated-marketing-why-strategy-still-determines-the-outcome)

#### [Mar 30, 2026, 5:15:25 AM What subscriptions actually teach us about AI, data and CRM](https://data-agents.co.uk/blog/what-subscriptions-actually-teach-us-about-ai-data-and-crm)

[Read article](https://data-agents.co.uk/blog/what-subscriptions-actually-teach-us-about-ai-data-and-crm)

#### [Mar 16, 2026, 7:40:29 AM Sky's Loyalty Fix was an Admission of Defeat](https://data-agents.co.uk/blog/skys-loyalty-fix-was-an-admission-of-defeat)

[Read article](https://data-agents.co.uk/blog/skys-loyalty-fix-was-an-admission-of-defeat)

#### [Mar 9, 2026, 5:26:30 AM AI Isn’t Your Problem. Your Starting Point Is.](https://data-agents.co.uk/blog/ai-isnt-your-problem.-your-starting-point-is)

[Read article](https://data-agents.co.uk/blog/ai-isnt-your-problem.-your-starting-point-is)

#### [Feb 20, 2026, 12:15:36 PM AI Discovery Is Mainstream. Now It Needs a Strategy.](https://data-agents.co.uk/blog/ai-discovery-is-mainstream.-now-it-needs-a-strategy)

[Read article](https://data-agents.co.uk/blog/ai-discovery-is-mainstream.-now-it-needs-a-strategy)

#### [Feb 9, 2026, 12:09:35 PM GEO monitoring tools: how smart brands avoid the wrong data decisions](https://data-agents.co.uk/blog/geo-monitoring-tools-how-to-avoid-the-wrong-decision)

[Read article](https://data-agents.co.uk/blog/geo-monitoring-tools-how-to-avoid-the-wrong-decision)

#### [Feb 2, 2026, 7:28:38 AM AI Doesn't Scale on Ambition. It Scales on Structure.](https://data-agents.co.uk/blog/ai-doesnt-scale-on-ambition.-it-scales-on-structure)

[Read article](https://data-agents.co.uk/blog/ai-doesnt-scale-on-ambition.-it-scales-on-structure)

#### [Dec 12, 2025, 12:32:02 PM The 2026 Marketing Org: Roles, Skills and Structures That Win](https://data-agents.co.uk/blog/the-2026-marketing-org-roles-skills-and-structures-that-win)

[Read article](https://data-agents.co.uk/blog/the-2026-marketing-org-roles-skills-and-structures-that-win)

#### [Nov 28, 2025, 1:56:27 PM The CMO’s AI Playbook: Leading Transformation Beyond the Tech Stack](https://data-agents.co.uk/blog/the-cmos-ai-playbook-leading-transformation-beyond-the-tech-stack)

[Read article](https://data-agents.co.uk/blog/the-cmos-ai-playbook-leading-transformation-beyond-the-tech-stack)

#### [Nov 18, 2025, 3:00:01 AM Create for the Crawler: How to Build AI-Citable Content](https://data-agents.co.uk/blog/create-for-the-crawler-how-to-build-ai-citable-content)

[Read article](https://data-agents.co.uk/blog/create-for-the-crawler-how-to-build-ai-citable-content)

#### [Nov 17, 2025, 9:32:35 AM The Four Verbs of Agentic Marketing](https://data-agents.co.uk/blog/the-four-verbs-of-agentic-marketing)

[Read article](https://data-agents.co.uk/blog/the-four-verbs-of-agentic-marketing)

#### [Oct 31, 2025, 2:44:48 PM Sense, Decide, Act, Learn: 10 Agentic Use Cases That Actually Deliver](https://data-agents.co.uk/blog/sense-decide-act-learn-10-agentic-use-cases-that-actually-deliver)

[Read article](https://data-agents.co.uk/blog/sense-decide-act-learn-10-agentic-use-cases-that-actually-deliver)

#### [Oct 22, 2025, 8:43:38 AM Your Marketing Org Was Built for 2015 — and AI Exposes It](https://data-agents.co.uk/blog/your-marketing-org-was-built-for-2015-and-ai-exposes-it)

[Read article](https://data-agents.co.uk/blog/your-marketing-org-was-built-for-2015-and-ai-exposes-it)

#### [Sep 19, 2025, 12:26:37 PM Create for the Crawler: What GEO Content Really Looks Like](https://data-agents.co.uk/blog/create-for-the-crawler-what-geo-content-really-looks-like)

[Read article](https://data-agents.co.uk/blog/create-for-the-crawler-what-geo-content-really-looks-like)

#### [Sep 9, 2025, 3:00:00 AM 5 Lessons Learned from Building AI Agents for Marketers](https://data-agents.co.uk/blog/5-lessons-learned-from-building-ai-agents-for-marketers)

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#### [Sep 8, 2025, 3:43:09 AM Structured to Be Seen - How to Make Your Brand AI-Friendly](https://data-agents.co.uk/blog/structured-to-be-seen-how-to-make-your-brand-ai-friendly)

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#### [Aug 26, 2025, 12:35:16 PM Why AI Won’t Save Your Marketing: It’s a People and Process Problem](https://data-agents.co.uk/blog/why-ai-wont-save-your-marketing-its-a-people-and-process-problem)

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#### [Aug 18, 2025, 4:59:46 AM The End of Ranking: Why Visibility Now Means Being the AI Answer](https://data-agents.co.uk/blog/the-end-of-ranking-why-visibility-now-means-being-the-ai-answer)

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#### [Jul 17, 2025, 7:50:27 AM Track Brand Sentiment in Real Time with Sentiment Agents](https://data-agents.co.uk/blog/what-your-customers-really-think-using-sentiment-monitor-agents-to-track-brand-health-in-real-time)

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#### [Jul 8, 2025, 1:08:30 PM Why Marketers Must Wake Up to the EU AI Act](https://data-agents.co.uk/blog/why-marketers-must-wake-up-to-the-eu-ai-act)

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#### [Jul 5, 2025, 10:08:59 AM From Colleague to Co-Pilot: How Agentic AI is Transforming Marketing Execution](https://data-agents.co.uk/blog/from-colleague-to-co-pilot-how-agentic-ai-is-transforming-marketing-execution)

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#### [Jul 5, 2025, 9:23:14 AM Why AI Agents Beat Legacy Agencies - With the Right Experts at the Controls](https://data-agents.co.uk/blog/why-ai-agents-beat-legacy-agencies-with-experts-at-the-controls)

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