Case Study
View Case StudyTray.ai
Migrating hundreds of thousands of pages, re-platforming and extending for the leading composable AI integration platform

AEM’s biggest flaw is simple: everything about it is expensive. The license, the hosting, the maintenance, the consultants, the upgrades, and the people required to even use it. The learning curve is a cliff, implementation cycles move at glacial speed, and the UI feels like punishment for asking to edit content. Performance tanks the moment you customise anything, and collaboration is basically “email the PDF and pray.” If you ever see the word specialised in an AEM context, just assume the invoice comes with an extra zero.
It’s the definition of a heavyweight DXP built for organisations with more bureaucracy than sense. For everyone else, it becomes a slow-moving, over-engineered system that requires Adobe-certified babysitters just to stay alive. If you’re considering scrapping it for something faster, saner, and built this decade, we can help you migrate without dragging the AEM baggage along for the ride.

AEM is one of the most expensive CMS/DEXP platforms on the market, with licensing, hosting, and maintenance costs that only make sense for very large enterprises.

The platform is dense and requires specialised training just to perform routine tasks. Most teams can’t operate it without dedicated experts.

Even simple projects take months. Rollouts, upgrades, and workflow changes move slowly and require careful planning to avoid breaking things.

AEM packs in a huge feature set, but finding and configuring what you actually need can feel like wading through molasses.

You’re essentially forced into using Adobe-certified agencies or consultants for setup, maintenance, and troubleshooting and they don’t come cheap.

The cost, complexity, and operational overhead make AEM a poor fit for startups or mid-sized teams. Most will drown in it long before they benefit from it.
Magnolia shines if you’re the kind of organisation that genuinely needs the full DXP kitchen sink. It packs personalisation, workflows, multi-site orchestration, multilingual publishing, DAM, marketing automation hooks, and every enterprise acronym you can think of. If your teams run complex global content operations with strict governance, Magnolia’s mature permission system, stability, and long-standing enterprise reputation make it a safe, compliant option.
To be transparent, we don’t actually prefer or build with Magnolia (or any of the DXP-flavoured headless CMSs). They try to do everything, and like most jack-of-all-trades platforms, they don’t excel at the things modern teams actually need that is speed, flexibility, clean workflows, and sane pricing. We’d happily point you toward modern alternatives like Sanity that give you 10× the agility without the enterprise bloat.

Built on Java, Magnolia plugs neatly into large enterprise stacks that already rely on Java systems and legacy infrastructure. If your organisation lives and breathes JVM, Magnolia won’t fight your architecture.

Magnolia’s core is engineered for high-security, high-traffic environments, with strong access control, clustering, and enterprise-grade stability. It’s built to survive heavy editorial activity and large content delivery demands.
Editors can adjust components and layouts and immediately preview results, making large enterprise content operations faster and less error-prone.

Magnolia’s component-level previewing gives editors clarity on how complex pages come together, reducing back-and-forth with developers and keeping multi-team workflows sane.

Designed for global brands, Magnolia supports multiple sites, languages, and regional variations under one roof.

From multi-step approvals to compliance-driven publishing flows, Magnolia handles heavyweight governance. This is the stuff big enterprises actually need when 20 departments want access but only 2 should publish.
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