# KeystoneJS to Adobe Experience Manager migration > How to migrate from KeystoneJS to Adobe Experience Manager, with a side-by-side comparison and FAQs. --- ## Source: KeystoneJS - **Type:** headless - **Official site:** https://keystonejs.com - **Last reviewed:** 2026-07-28 ## Key advantages KeystoneJS is one of those tools that really clicks if your team thinks in code. It's a schema-driven, open-source headless CMS built on Node.js, and the developer experience is genuinely good. You define your content models in TypeScript, Keystone generates a GraphQL API and an admin UI for you, and you're off. There's very little magic or abstraction hiding what's happening under the hood, which we appreciate when building complex projects for clients. The Prisma ORM integration is a real highlight. Automatic migration generation, type-safe database access, and support for PostgreSQL, MySQL, and SQLite mean you're not fighting your data layer. If you've ever had to wrangle a CMS into supporting a non-trivial relational content model, you'll understand why this matters. Keystone lets you express those relationships cleanly and query them with a proper GraphQL API. The document field editor is also worth mentioning. It's one of the more thoughtful rich text implementations we've seen in a headless CMS. You can embed custom React components directly into the editor, which means content teams can work with your actual design system components rather than generic blocks. For teams that care about structured content, Keystone gives you real tools to enforce it. Where Keystone really shines is in projects where the development team wants full ownership of the stack. There's no vendor lock-in, no proprietary query language, and no surprise pricing tiers. If you want a CMS that feels like a well-designed library rather than a platform, Keystone delivers on that promise. ### Schema-as-code with full TypeScript support Define your entire content model in TypeScript with strong type inference throughout. The schema drives everything from the database to the admin UI to the GraphQL API. ### Automatic GraphQL API generation Every content type you define automatically gets a full CRUD GraphQL API with filtering, pagination, and relationship resolution. No manual endpoint wiring needed. ### Prisma-powered database layer Built on Prisma ORM with automatic migration generation and type-safe queries. Supports PostgreSQL, MySQL, and SQLite out of the box. ### Flexible document field editor The rich text editor supports custom embedded components that map to your design system, giving content editors structured authoring without sacrificing flexibility. ### Granular access control Fine-grained, field-level access control defined in code. You can write custom logic for create, read, update, and delete operations per field or per list. ### Fully open source with no vendor lock-in MIT licensed with no paid tiers or proprietary features gated behind a subscription. You own the entire stack and can host it wherever you want. ## Key pain points The biggest challenge with KeystoneJS is that it hands you all the responsibility that a managed CMS would normally handle. Deployment is entirely on you, and the documentation around production hosting, Docker configuration, and scaling is thin. We've seen teams struggle to go from a smooth local development experience to a reliable production setup, especially if they don't have dedicated DevOps support. The admin UI Docker image alone can balloon to over a gigabyte, which is a headache for containerised deployments. The community around Keystone is significantly smaller than competitors like Strapi or Payload. That means fewer tutorials, fewer plugins, and slower answers when you hit an edge case. The ecosystem of ready-made integrations is almost non-existent, so you'll be building most things from scratch. For an agency working on client projects with deadlines, that time cost adds up quickly. Content editors also tend to have a harder time with Keystone compared to more polished alternatives. The admin UI is functional but feels utilitarian, and non-technical users often need more onboarding than you'd expect. There's no visual editing, no preview infrastructure, and no real content workflow features like drafts, publishing schedules, or approval chains without building them yourself. If your client's content team needs a CMS they can pick up and run with, Keystone usually isn't the answer. ### Deployment complexity Self-hosting is the only option, and the docs don't hold your hand. Getting Keystone into production requires real infrastructure knowledge, and the large Docker image sizes make it worse. ### Small community and ecosystem Compared to Strapi or even Payload, the community is much smaller. Fewer plugins, fewer tutorials, and slower support when things go wrong. ### No built-in content workflows There are no turnkey drafts, scheduled publishing, or approval chains. Keystone provides field primitives that can be assembled into publishing workflows, but you need to wire them up yourself. ### Admin UI feels dated The admin panel is functional but lacks the polish and UX of modern CMS interfaces. Non-technical editors often find it confusing and need more training. ### No visual editing or live preview There's no way for editors to see content in context before publishing. You'd need to build your own preview infrastructure, which is a significant engineering effort. ### Scaling requires significant effort Running Keystone under high traffic means managing session stores, reverse proxies, and server resources yourself. It doesn't scale as smoothly as cloud-native CMS alternatives. ## Target: Adobe Experience Manager - **Type:** headless - **Official site:** https://business.adobe.com/products/experience-manager/sites.html - **Pricing:** https://business.adobe.com/products/experience-manager/pricing.html - **Last reviewed:** 2026-07-28 ## Key advantages AEM is the kind of platform you only choose if you’re a Fortune 500 company or you enjoy voluntary suffering. I’m not an Adobe fan. It’s bloated, overpriced, and built to lock you into their ecosystem. But fine, here are the positives. The Adobe integration is the real draw. If your organisation already lives inside Creative Cloud, Analytics, and Target, AEM becomes a giant DXP monolith that handles assets, personalisation, segmentation, and multi-channel delivery from one place. The DAM is genuinely strong, now split into Assets Prime and Assets Ultimate tiers, and it scales to enormous traffic when you throw infrastructure at it. If you’re not operating at scale, you’ll spend absurd money for problems a clean Sanity + modern composable stack solves better and cheaper. If you are considering AEM or escaping it, get in touch. We’ll help you choose something that won’t haunt your ops team for the next decade. ### Integration with Adobe tools AEM connects with Creative Cloud, Analytics, and Target, letting teams move assets, data, and personalisation logic across tools without friction ### Powerful digital asset management The DAM is genuinely powerful. It has AI tagging, smart cropping, versioning, and bulk optimisation for massive media libraries. ### Consistent multi-channel delivery AEM can push content to web, mobile apps, email, and more from one central source. Ideal for enterprises that need consistent messaging across every customer touchpoint. ### Flexible architecture Runs headful, headless, or hybrid. Teams can serve Content Fragments over GraphQL, author on a live frontend with the Universal Editor, or ship through Edge Delivery Services, then mix that with legacy setups. Adaptable for companies with complicated stacks. ### Scalable enterprise-level operations AEM is designed to handle huge traffic, global teams, and heavy workflows. It scales reliably when backed by proper infrastructure and Adobe’s cloud. ### Intuitive user interface For an enterprise platform, the UI is relatively approachable, helping large content teams manage complex workflows without needing to touch code. ## Key pain points 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. ### High complexity and cost 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. ### Steep learning curve The platform is dense and requires specialised training just to perform routine tasks. Most teams can’t operate it without dedicated experts. ### Prolonged implementation periods Even simple projects take months. Rollouts, upgrades, and workflow changes move slowly and require careful planning to avoid breaking things. ### Challenging navigation of capabilities AEM packs in a huge feature set, but finding and configuring what you actually need can feel like wading through molasses. ### Necessary reliance on Adobe partners You’re essentially forced into using Adobe-certified agencies or consultants for setup, maintenance, and troubleshooting and they don’t come cheap. ### Not ideal for smaller companies 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. ## Frequently asked questions ### What makes migrating from KeystoneJS difficult? KeystoneJS stores data through Prisma, so the database layer is well-structured and easy to export. The harder part is replacing everything Keystone doesn't give you. Most Keystone projects have custom-built preview systems, publishing workflows, and access control logic that are tightly coupled to the Node.js backend. Rebuilding those features in a new CMS takes planning. We typically budget 4 to 8 weeks for a Keystone migration depending on how much custom infrastructure the team has built around it. ### Why do teams move away from KeystoneJS? Deployment complexity is the number one reason. Teams love Keystone during local development, then hit a wall getting it reliably into production. The Docker images can balloon past a gigabyte, the docs don't cover production hosting well, and there's no managed hosting option. The small community compounds this problem. When you hit an edge case, there are fewer people who've solved it before. Content editors also struggle with the admin UI, which lacks visual editing, live preview, and built-in publishing workflows that competing platforms ship by default. ### How do we extract our content from KeystoneJS? Since Keystone uses Prisma ORM, your content lives in standard PostgreSQL, MySQL, or SQLite tables with clean schemas. You can export directly from the database using SQL dumps or Prisma's query API. The content model is defined in your TypeScript codebase, so mapping fields to a new CMS is straightforward. We write automated scripts that handle the data transformation, including resolving relationships between lists and migrating file references. For a project with 20 to 50 Keystone lists, extraction and transformation usually takes 1 to 2 weeks.