# Andy Mullings

Andy Mullings is a B2B marketing operations specialist who shares work and advice on Adobe Marketo Engage, marketing data, and connected campaign workflows at JTF.

- Profile: https://b2binfluencer.marketing/creators/andy-mullings/
- LinkedIn: https://www.linkedin.com/in/marketosolutionsarchitect
- Topics: artificial-intelligence, supply-chain, b2b-marketing, seo, agentic-ai, ai-search-visibility, marketing-automation, data-governance, marketing-operations, data-quality
- Based on 21 dated posts, latest 2026-10-02

## Summary

They are most useful for an operations-first view of Marketo, data quality, governance and campaign workflows.

- Best for: B2B marketing operations teams evaluating data quality, integration or Adobe content supply chain work.
- Not for: Buyers on rival stacks seeking vendor-neutral platform comparisons or broad sponsored placements.
- Check first: Request recent LinkedIn impressions and engagement, plus audience survey, event attendance or pipeline data.

### Takeaways

- Clean data is the prerequisite for AI, not a separate project.
- Data governance is about where data travels, not just how clean it is.
- Content should move through a governed supply chain, not ad hoc production.

## Main ideas

- **Clean data is the prerequisite for AI, not a separate project**: Mullings argues that the biggest marketing operations problem in 2026 is data, not AI. They point to a 300% rise in requests to clean and deduplicate Marketo Engage databases, driven by renewal costs, the need for sound foundations before AI can work, and databases merged through acquisitions. Dirty data does more than distort reporting: it corrupts the inputs AI uses to judge intent, personalise and recommend actions.
- **Data governance is about where data travels, not just how clean it is**: Mullings treats data pooling, model training and consent as contract-review issues. They object to HubSpot's default opt-in change, which pooled customer enrichment data across its customer base and fed a shared dataset and AI models. They draw on earlier marketing operations work at Bank of New York, where Americas, EMEA and APAC data was never visible across regions. They also argue that email permission is not the same as tracking permission, and that rules vary by market, so compliance must be operationalised rather than treated as one global checklist.
- **Content should move through a governed supply chain, not ad hoc production**: Mullings prioritises connecting content creation, approval, localisation and campaign launch so assets and metadata move automatically and accountability stays visible. They describe Adobe Workfront as more than project management: it covers planning, resourcing, approvals, workflows, dashboards, reporting and request queues, alongside Workfront Proof, Workfront Fusion middleware, automated content delivery and AI brand review. They extend that approach to Adobe Experience Manager Assets and GenStudio, and to a Workfront-to-Marketo connection where approval triggers campaign launch.
- **Marketo's value comes from the stack around it**: Mullings argues that Adobe Marketo Engage's real power lies less in any single campaign than in how it connects to the wider marketing and sales stack. They prioritise integration as a pipeline and reporting advantage, not tool collection, grouping the stack into CRM, BI and analytics, web and events, social and account-based marketing, and collaboration.
- **Agentic AI is demonstrated by non-developers, but governance is the real hurdle**: Mullings describes an agentic marketing operations roundtable at Adobe EMEA HQ in London where the discussion shifted from capability to controls. In the demonstration, a marketing manager, not a developer, built one webinar campaign end to end on screen in about three minutes. Mullings uses this to argue that the approach is already used by the ops team, not just tested in a lab. The room then focused on red tape, compliance sign-off, risk ownership and the foundations needed before an agent touches a live instance.
- **Adobe is presented as the safe enterprise bet, with partner visibility as a proof point**: Mullings advocates for Adobe as a platform choice, arguing that investing in Adobe technology in 2026 is among the safest and smartest moves available because it combines stability, security, live AI and measurable demand generation. They also present public partner participation as evidence of capability, not just marketing. This is a platform-aligned perspective, not a neutral vendor comparison.

## Work to read

- [A platform data-policy reversal and the questions it raises](https://www.linkedin.com/posts/marketosolutionsarchitect_datagovernance-marketingoperations-martech-activity-7481318830523387906-WHRt)
- [Why Marketo data cleanup is a precondition for AI](https://www.linkedin.com/posts/marketosolutionsarchitect_marketoengage-marketo-salesforce-activity-7445816886925090816-6QRa)
- [Three ways dirty data breaks AI](https://www.linkedin.com/posts/marketosolutionsarchitect_ai-marketingoperations-martech-activity-7465039161431998466-lHtd)
- [Connecting Workfront to Marketo to launch campaigns with approved content](https://www.linkedin.com/posts/marketosolutionsarchitect_adobe-workfront-marketo-activity-7362105871549489153-4-5Y)
- [A WebDAM to AEM Assets migration for a financial services client](https://www.linkedin.com/posts/marketosolutionsarchitect_aemassets-adobeexperiencemanager-digitalassetmanagement-activity-7360569415542706176-3O0H)
- [Marketo integrations at the hub of the marketing stack](https://www.linkedin.com/posts/marketosolutionsarchitect_marketo-integrations-where-the-real-value-activity-7376537130044502016-v66h)
- [An agentic marketing operations roundtable and a three-minute campaign build](https://www.linkedin.com/posts/marketosolutionsarchitect_marketingops-marketo-adobemarketoengage-activity-7488911059207032832-B1Fu)
- [Translating one content brief into five languages with Workfront and AI](https://www.linkedin.com/posts/marketosolutionsarchitect_adobe-workfront-contentsupplychain-activity-7360984657082912768-FuGN)

## Brand relationships

- **JTF Marketing** (employment)
- **Bank of New York** (employment)
- **Adobe** (disclosed_partnership)
- **Bluprintx** (disclosed_partnership)
- **HubSpot** (mention)

## Partnerships

Andy Mullings posts from a LinkedIn account tied to JTF, presenting the business as a specialist B2B Adobe partner that builds and runs marketing operations on Marketo Engage, Workfront, AEM Assets and the Adobe content supply chain. Where posts invite readers to get in touch, the invitation is for a general conversation about JTF's client services, not a defined route for brand partnerships. The posts show the shape of JTF’s commercial work: Marketo Engage data cleanup and deduplication across Salesforce, Microsoft Dynamics and custom environments; a Workfront-to-Marketo connection that launches campaigns when content is approved; Adobe Workfront rollout covering proofing, Fusion integrations and AI brand review; and multilingual content supply chain work, including a client whose English briefs clone into five other languages. Compliance-driven email operations across European and North American markets are also described as a service line. These are consultancy deliverables, not creator sponsorship formats. Mullings appears in Adobe's partner ecosystem rather than as an independent media property. JTF reached the final of Adobe's Beat the Buzzer competition with a Customer Engagement entry called JTF Campaign Builder, and the posts describe a joint agentic marketing operations roundtable at Adobe's EMEA headquarters in London with Adobe staff present. This signals a working Adobe relationship and technical standing, not a published route to sponsoring or co-marketing with Mullings. For partnership inquiries, ask directly through the LinkedIn profile about availability, scope, pricing and contracting terms.

## Alternatives

- Mike Rizzo: For co-delivering Marketo data cleanup and AI-readiness work and co-authoring a point of view, Rizzo may be a better choice if the priority is a broader argument about who should own the go-to-market technology stack. One post argues for a named owner with decision rights and proposes asking the CMO and CRO separately who owns the stack. Another connects AI interfaces to the importance of permissions, business rules, data governance and CRM/marketing-automation structures. Those ideas could sharpen the leadership and governance angle of a joint campaign.
- Sonnia Hove: For a campaign chiefly about the operating habits and collaboration expected of marketing-operations practitioners, Hove may be a better choice. One post lays out analytical, process-oriented and collaborative approaches, including using data to find process improvements and guiding a team without direct reports. That could support a people-and-process perspective alongside a technical data-quality campaign.
- Ade Abiose A.: For a campaign focused on email lifecycle execution, Abiose may be a better choice: welcoming new subscribers promptly, delivering what a signup promised and following through when a product returns to stock. The posts explain those customer-facing automation scenarios in practical terms and could add a useful email-journey component to a broader partnership campaign.

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AI-assisted summary of public posts. Audience demographics are not available. Engagement appears only where we checked recent posts. Method: https://b2binfluencer.marketing/methodology/