Case Study
View Case StudyTray.ai
Migrating hundreds of thousands of pages, re-platforming and extending for the leading composable AI integration platform
From Contentstack to KeystoneJS
We are the Contentstack to KeystoneJS migration experts
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Challenges with Contentstack
Key pain points
Contentstack comes with a hefty price tag and an even heftier learning curve. You don’t just “spin it up,” you architect it, model it, train teams, fight through workflows, and hope your budget survives the onboarding. The editor can drag when the content tree gets big, and the visual builder starts feeling like it's running a marathon with ankle weights.
Pricing is also locked behind sales calls and enterprise paperwork. Good luck, if you want to switch platforms later. The custom setups and integrations turn migration into a full-blown project. Even with strong APIs, a lot of “advanced” tasks still need bespoke dev work, meaning you’ll rely on specialists whether you like it or not.
Steep learning curve
Even seasoned teams need time to get comfortable. Content modeling and workflows aren’t “plug and play,” expect onboarding sessions and a couple of headaches.
Complex initial setup
Getting everything wired up the way you want takes real developer hours. This isn’t a “spin it up on a Friday” CMS.
Performance lags in editor
Large content models and lots of entries can make the editor feel sluggish, especially when teams scale up.
Limited self-service customization
Anything beyond the basics tends to require a developer. Marketers won’t be bending this platform to their will alone.
Editor usability concerns
The visual builder is powerful but can get overwhelming fast, especially with deep nesting or complex blocks.
Content modeling complexity
You’ll spend time architecting your content upfront. If your team isn’t used to strict modeling, brace yourself.
Benefits of KeystoneJS
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.
Common questions
Contentstack to KeystoneJS migration FAQs
Answers to the most common questions about Contentstack to KeystoneJS migration
How much does Contentstack cost?
Contentstack doesn't publish pricing, which is standard for enterprise DXP platforms and frustrating for everyone else. Based on what we've seen, expect the entry point for a small team to start around $3,000-$5,000/month, with enterprise contracts landing in the $50,000-$150,000+ per year range depending on API usage, regions, and seats. Implementation costs run separately and typically require 8-16 weeks of developer time. If you're comparing against Contentful or Sanity at the enterprise level, Contentstack is generally in the same ballpark as Contentful but significantly more expensive than Sanity for comparable functionality.
Is Contentstack worth the investment for mid-sized teams?
For most mid-sized teams, no. Contentstack was built for Fortune 500 content operations with global teams, complex approval chains, and multi-region delivery requirements. If your team has 5-15 people managing content across 2-3 markets, you're paying enterprise prices for capabilities you'll never fully use. The workflows and governance tools are genuinely good, but they come with complexity overhead that slows smaller teams down. We typically steer mid-sized companies toward Sanity or Contentful, which offer strong workflow controls without the enterprise onboarding burden. Contentstack makes sense when you have 50+ content editors across multiple regions. Below that threshold, leaner platforms deliver more value per dollar.
How hard is it to migrate off Contentstack?
Harder than most headless CMS platforms because of the custom integration layer. Contentstack's composable architecture means teams typically build extensive webhook pipelines, custom extensions, and multi-step workflows that all live within the platform. Content extraction through their REST and GraphQL APIs is straightforward, but replicating the orchestration logic elsewhere takes real engineering effort. Schema migration is manageable if your content models are well-documented. Plan for 8-14 weeks for a full migration. The longest phase is usually rebuilding the approval workflows and publication pipelines in the target platform, since Contentstack's workflow engine is one of its strongest features and the part teams rely on most.
What should enterprise teams consider before choosing Contentstack?
Ask three questions first. Do you actually need multi-region CDN delivery and MACH-compliant architecture, or is that just nice to have? If you're serving one market from one region, you're paying for global infrastructure you won't use. Second, does your editorial team have the patience for a steep onboarding curve? Contentstack's content modelling is powerful but requires careful upfront architecture. Third, what's your exit strategy? Contentstack contracts often span multiple years, and the custom integrations you build create switching costs that grow over time. We always recommend running a proof-of-concept with real content before signing an annual contract. That 2-week investment can save you from a 2-year mistake.
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.
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