Case Study
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Migrating hundreds of thousands of pages, re-platforming and extending for the leading composable AI integration platform
From Directus to Payload
We are the Directus to Payload migration experts
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Challenges with Directus
Key pain points
Directus looks fantastic in demos, but things get rocky once you actually try to use it at scale. The Professional cloud plan is $99/month and caps you at 5 users, 75,000 database entries, and 250,000 API requests — grow past any of those limits and you're straight into custom Enterprise territory. The v12 move to the Monospace Sustainable Core License (MSCL) has also rattled the community; smaller orgs get a free Innovation Grant, but larger teams are navigating a licensing landscape that changed significantly from what they signed up for.
On the dev side, updates can introduce breaking changes, the documentation doesn't always keep pace, and the extension ecosystem is pretty thin. Localization is technically supported but fiddly and easy to misconfigure, and large datasets make the UI noticeably sluggish. And if you want anything deeply custom, you're suddenly living in Vue.js land, which is not where most teams want to spend their weekends.
Breaking update changes
Directus explicitly does not follow semver — any release may include breaking changes. The v10 to v11 upgrade hit schema changes and dropped fields, and the v11 UI scale change (px to rem) broke extensions hardcoding pixel values. Plan your upgrade windows carefully.
Limited extension ecosystem
The plugin ecosystem is still pretty bare. Anything even mildly niche ends up becoming a "let's just custom build it" moment, which defeats the purpose of picking a CMS with extensions. The marketplace launched in beta in early 2024 and is still maturing.
Complex localization setup
Yes, it supports multilingual content, but setting it up feels like assembling IKEA furniture blindfolded. It works, but expect extra config, extra steps, and extra patience.
Version history still tier-gated
Global draft versions now ship automatically with every versioned item — no manual setup required as of March 2026 — which is a genuine improvement. Full version history, rollbacks, and controlled releases are still locked behind higher-tier plans, though, so if predictable publishing workflows are a must, check your tier carefully before committing.
Vue.js knowledge requirement
Custom interfaces and deeper tweaks need Vue.js, so if your team only speaks React, prepare for a small identity crisis (or a hiring plan).
Large dataset performance issues
Heavy tables and deeply relational data can slow down queries and the UI — community reports show 25K-row datasets where raw SQL runs in milliseconds but the Directus API takes 20+ seconds, largely due to internal query overhead and no auto-indexes on foreign keys.
Benefits of Payload
Key advantages
Payload is genuinely strong tech. It’s fast, open-source, developer-first, and perfect if you want full control over your content model. The Next.js integration is smooth, the admin UI is clean, and it’s one of the more flexible modern CMS options if your team prefers to build things exactly the way you want them.
Just know that if you want actual features like visual editing, Vercel Blob storage, image handling, etc, you’ll be paying extra for the privilege. If you’re considering Payload or thinking about migrating into (or out of) it, reach out to us. We can help you figure out whether it’s the right stack or guide you toward a cleaner, saner (Sanity) setup.
Integration with Next.js applications
Payload works natively with Next.js, giving you clean data fetching and a smooth development flow. It removes the usual CMS friction so you can build fast, modern frontends without hacks.
Fully customizable
Everything is configured in code, which means you can tailor the CMS to your exact use case. You define the logic, workflows, and behaviour.
Supports custom data models
You can design any content structure your project needs, from simple documents to complex relational models. This gives you full control over how content is organised and delivered.
Intuitive admin UI
Payload’s admin panel is simple, clean, and fast. Editors can create, update, and manage content without training or digging through confusing menus.
Custom plugins and APIs
You can extend Payload however you like. Build custom fields, integrate external services, or add your own API routes. Perfect for teams that need deeper project-specific functionality.
Built-in authentication
Payload comes with user auth, roles, and access control baked in. No external auth service needed, and you can customise permissions to match your editorial workflow.
Common questions
Directus to Payload migration FAQs
Answers to the most common questions about Directus to Payload migration
How do we migrate content out of Directus?
Directus sits directly on your SQL database, which is both a blessing and a curse during migration. The blessing is that your content is in standard PostgreSQL, MySQL, or SQLite tables, so extraction is as simple as SQL queries. The curse is that Directus stores relational data and file references in its own conventions, so you need to untangle junction tables and re-map asset URLs. We write custom migration scripts for each project. A typical Directus migration with 50 to 100 content types takes 3 to 5 weeks.
Why do teams move away from Directus?
The two biggest triggers we see right now are licensing uncertainty and pricing sticker shock. Directus moved to the Monospace Sustainable Core License (MSCL) with v12 in May 2026, replacing the old BSL. Organisations under $5M revenue and 50 employees get a free Innovation Grant, but even above those thresholds the MSCL still permits free use of the Core tier — so larger orgs aren't categorically forced onto paid plans, though many opt into the cloud or a commercial self-hosted license for the production features sitting outside Core, and the community is noticeably split, with some teams forking old versions or migrating off entirely. On the cloud side, the old unlimited tier is gone; the Professional plan is $99/month and caps you at 5 users, 75K database entries, and 250K API requests. Growth past those limits means a jump straight to custom Enterprise pricing. On the development side, any custom interface work still requires Vue.js, which creates friction for React-focused teams. Breaking changes between updates also erode trust over time. Teams that started with Directus for its open-source appeal often outgrow it when they need predictable pricing and cleaner editorial workflows.
Can we keep our existing database when migrating from Directus?
You can keep your database infrastructure, but you'll likely restructure the schema. Directus creates its own system tables (directus_users, directus_permissions, directus_files, etc.) alongside your content tables. During migration, we extract the content tables, transform the data to fit your new CMS's content model, and leave the Directus system tables behind. If you're moving to a headless CMS like Sanity, the data moves from SQL rows to structured JSON documents, which typically results in a cleaner content model.
How hard is it to migrate away from Payload CMS?
Payload stores content in MongoDB or Postgres, so extracting your data is straightforward compared to proprietary platforms. The real work is restructuring your content model for the target CMS and rebuilding any custom access control logic you've written. We typically complete Payload migrations in 3 to 6 weeks depending on how much custom backend logic is involved. The code-first nature of Payload means most of the content model is well-documented in your own codebase, which actually makes migration planning easier.
What are the main reasons teams leave Payload?
The most common reasons we hear are infrastructure fatigue and ecosystem gaps. Payload requires you to manage your own database, hosting, auth, and scaling. Teams that chose Payload for its developer flexibility eventually realise they're spending more time on DevOps than on content features. The Figma acquisition in 2024 also shifted priorities, and some teams feel the platform's direction became less predictable. Visual editing and live preview still require significant custom engineering compared to platforms that ship them natively.
What does a Payload to Sanity migration cost?
For a typical content site with 200 to 1,000 documents, we estimate 4 to 6 weeks of work. The bulk of effort goes into rebuilding the admin experience and frontend integration, not the data transfer itself. Payload's MongoDB exports are clean, so content migration scripts run reliably. The cost depends heavily on how much custom auth logic and access control you've built, since that needs to be rebuilt in the target platform's permission system. We scope every migration individually after reviewing your Payload config.
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