A Detailed Overview of Our Four-Week Accelerator for Production-Safe Migration
Engineering teams reach EKS from different starting points. Some are leaving EC2 fleets, others are consolidating ECS task definitions or Fargate services, and many are moving off on-premises or self-managed Kubernetes. The starting environment varies widely, but the failure modes that follow don't. Networking misconfigurations, IAM scope errors, autoscaling instability, and reliability gaps surface under real production traffic after the migration team has disengaged, often leaving the on-call team to own the result. The pressure to move is real, but the cost of moving wrong is higher.
The EverOps EKS Migration Readiness Assessment exists to close that gap before it opens. This new offering is a four-week engagement that delivers a production-safe migration plan grounded within your current environment.
Read on for a comprehensive breakdown of why these failure modes are so predictable once you look at the decisions that produce them, what closing that gap actually requires before a single workload moves, and why the standard this work sets matters for more than just this one migration. The platform you build now is the platform everything else, including what your infrastructure needs to support next, will run on.
Why These Failure Modes Are Predictable
EKS migration is challenging because dozens of decisions must be made correctly and in sequence, and most teams don't catch the gaps until they're already in production. VPC CNI configuration, security group design, IAM scoping, Karpenter strategy, and reliability configuration all need to be designed per workload rather than applied as defaults. Today’s generic playbooks assume a clean starting point that rarely exists, resulting in a workload that passes smoke tests but fails under real traffic.
The financial stakes of this are well documented. In a McKinsey survey of roughly 450 IT decision-makers, 75% of cloud migrations ran over budget, 38% ran past schedule, and post-cutover failures were among the missteps that drove those numbers. The work runs at scale, too. CNCF recently reported that 82% of container users now run Kubernetes in production, establishing it as the operating system for AI at scale. Infrastructure that isn't observable and properly scoped is not only a migration risk, but also a gap that will block return on AI investments down the line.
We unpack that connection further in our latest report, The Infrastructure Imperative, available for free download now if you’d like more details.
What the EKS Migration Readiness Assessment Delivers
Our EKS Migration Readiness Assessment inventories your workloads, designs cluster architecture against your real VPC and IAM structure, and produces a sequenced, production-safe migration plan. This is the work that belongs before the cutover. It should be the first step in any EKS migration engagement and will help lay the foundation for what will run on that cluster next. The same observability coverage, IAM scoping, and stability testing that make a migration production-safe are the qualities that determine whether a cluster is ready to support AI agent workloads.
Discovery and architecture work such as this typically runs in parallel with migration execution, or after it's already underway. This Assessment offering compresses that work into four weeks before a single workload moves and includes the following steps:
Weeks 1-2: Discovery & Architecture Design
Our expert engineers will inventory your workloads across EC2, ECS, Fargate, on-premises Kubernetes, and self-managed K8S and score each workload's containerization readiness. This includes everything from:
- Reviewing your VPC, subnet, and security group structure for EKS compatibility
- Auditing EC2 instance profile permissions and mapping them to IRSA and Pod Identity scoping targets
- Evaluating a Karpenter and spot strategy against your actual workload profiles
- Reviewing your CI/CD pipeline and container registry integration for EKS compatibility
From there, an observability gap assessment checks CloudWatch Container Insights coverage and instrumentation readiness. A mid-point checkpoint at the end of week two validates the architecture direction before the analysis deepens.
Weeks 3-4: Migration Planning & Readout
This is where our team turns that analysis into real deliverables. During this time, you will receive:
- Workload inventory with containerization readiness scores
- EKS cluster architecture design
- Networking and IAM decomposition plan
- Sequenced migration plan with rollback defined at every boundary
- Cost and efficiency model sized against your actual workload profiles
- AI-forward alignment notes flagging where observability gaps, IAM posture, or runtime configuration would block AI agent adoption, with a remediation path identified for each
Week four closes with an executive readout that carries the risk map, the migration timeline, AWS MAP milestone alignment, and recommended next engagement steps.
Who You’ll Work With
We staff all engagements with senior, U.S.-based W-2 engineers who have executed EKS modernization from every starting point covered here. These are engineers who design the architecture and run the migration, not project managers summarizing work done elsewhere. The engineers who deliver this Assessment are the same forward-deployed engineers who execute the migration. This ensures there is no handoff or translation loss during the process.
These engagements are also delivered alongside AI-assisted tooling that automates analysis, surfaces configuration risks, and accelerates the readout, so every hour of engineer time goes further than it would in any other traditional engagement model.
That delivery model rests on a proven track record. To date, EverOps has supported 7 IPOs, a 95% client retention rate, averages $1.7 million in cloud savings per engagement, and contributed to more than $180 billion in combined market value created for the partners we serve. Teams running mission-critical workloads at Peloton, Zendesk, and Life360 are just a few of the enterprises that sit within that portfolio today.
How the Assessment Aligns With AWS MAP
The Assessment maps cleanly to the AWS Migration Acceleration Program. Its phases align to MAP Assess and Mobilize, and the migration that follows runs through MAP Migrate and a production validation milestone. The engagement also carries ACE co-sell eligibility under the Compute Modernization track.
This also matters if your migration runs through a pre-existing AWS account team. That structure gives them a funded modernization path to point to, with an execution partner who already owns the outcome, the same embedded model behind our ongoing AWS partnership.
You can explore EverOps' current offerings directly on the AWS Marketplace.
Getting Started
The EKS Migration Readiness Assessment is part of EverOps' suite of Accelerator programs, which are all fixed-scope engagements designed to deliver measurable outcomes in four to eight weeks, without lengthy discovery cycles or open-ended budgets.
Getting started with this assessment takes about two weeks from the signing date. Week one requires a few stakeholders, your platform or infrastructure leads, and an IAM or security contact, plus read access to your AWS environment for inventory and configuration review. Production access is not required to run the Assessment.
Every Assessment ends with a clear set of next steps, and you leave with three ways to proceed:
- Take the roadmap and execute the migration with your internal team
- Engage EverOps for the full migration as a fixed-fee, milestone-gated project, typically three to six months depending on inventory size and source complexity
- Move into an embedded TechPod that covers migration execution and ongoing EKS operations
Most clients move directly into migration from this point. The Assessment produces the architecture design and sequenced plan that becomes the statement of work, so execution starts without re-scoping or ramp-up, with engineers already embedded in your environment.
Ready to Map Your EKS Migration Before You Move?
The same discipline carries through every pillar of the engagement, with networking and security validated per workload, compute strategy matched to each workload's actual tolerance, and reliability tested against production traffic before cutover.
If you are planning an upcoming EKS migration, map the risk before you move. Request the Assessment now, and our team will walk you through your results and propose a roadmap tailored to your actual environment, with the foundation your AI ambitions require.
Frequently Asked Questions
Do we need to change our existing AWS setup or adopt new tools to go through the Assessment?
No. The Assessment is built around your existing VPC, subnet, and security group standards, your CI/CD pipeline, and your container registry. We don't apply greenfield patterns that require operational relearning. We evaluate your actual environment and provide options, not mandates. If your current toolchain presents real constraints, the Assessment surfaces them and lays out a path forward.
What's out of scope for the Assessment?
Database migrations, application code refactoring beyond what containerization requires, and ongoing EKS operations after cutover sit outside the Assessment's current scope. Each is available as a separate, follow-on engagement once the Assessment is complete.
Does the Assessment handle mixed source environments and workloads that haven't been containerized yet?
Yes to both. Bare-metal and VM-based workloads that require containerization prior to migration are within scope, along with EC2, ECS, Fargate, on-premises Kubernetes, and self-managed Kubernetes environments. Mixed or hybrid inventories, where multiple source types are in scope simultaneously, are also fully supported, and among the most common environments we assess. Migration sequencing accounts for the different complexity profiles across source environments. The migration path varies. The production standard doesn't.
How is this different from what an AWS Professional Services team or a systems integrator would deliver?
Most assessments led by professional services teams or systems integrators draw from standard playbooks and reference architectures rather than your actual environment. EverOps engineers review your real workload inventory, IAM structure, VPC configuration, and CI/CD pipeline, and then build the migration plan based on what they find. The engineers who run the Assessment are also the engineers who execute the migration if you move forward, so the relationship between assessment and delivery stays continuous.
How does the Assessment connect with current AWS funding programs?
The Assessment phases align with AWS MAP Assess and Mobilize, and the subsequent migration runs through MAP Migrate and a production validation milestone. If your migration runs through an AWS account team, that alignment gives them a funded modernization path to reference when building the internal business case.
How quickly can we start, and what does our team need to provide in week one?
Typically, within two weeks of signing. Week one requires two to three stakeholders, your platform or infrastructure leads, and an IAM or security contact, plus read access to your AWS environment for inventory and configuration review. No lengthy onboarding and no vendor procurement cycles. If you're ready to move, we're ready to start.
