Our squads provide documented responsibilities and measurable service expectations to give your team a clear path for resolving issues and managing the environment. You know who owns daily operations, incident response, and production changes.
Gain a dedicated team to run, optimize, and continuously improve your data environment. With KMS Data Squads, your data foundation evolves alongside your business, backed by a team that knows how to keep it reliable as your ambitions grow.
Every business decision depends on the data behind it. As AI adoption adds new workloads and dependencies, gaps become harder to detect, while the team that should fix them is busy keeping existing pipelines running and no one clearly owns the environment as a whole.
Unlike staff augmentation, which adds people but leaves ownership with you, or projects that end at handoff, Data Squads runs and evolves your environment as one ongoing service, making reliable data more consistently available to the people and applications that depend on it.
Your investment in data should create lasting business value. KMS Data Squads helps you realize more of that value by improving how your environment runs and evolves, making reliable data more consistently available to the people and applications that depend on it.
Our squads provide documented responsibilities and measurable service expectations to give your team a clear path for resolving issues and managing the environment. You know who owns daily operations, incident response, and production changes.
Your squad maintains a jointly prioritized backlog of reliability, quality, performance, cost, and refactoring work. You see your environment improve over time instead of only receiving fixes when something breaks.
Our squads use AI assistance and agents to speed up specification, development, testing, and optimization. You receive improvements and incident resolutions faster without adding headcount to your own team.
Qualified KMS engineers evaluate data, architecture, and security decisions on production releases. Every piece of work assisted by AI remains reviewable and governed, so you gain speed without giving up control.
From the first weeks, you receive an environment baseline, a clear ownership model, agreed service levels, and runbooks that make data ownership visible, operation measurable, and improvement continuous. Over time, your data foundation grows stronger.
Gain greater confidence in the data behind your reports and AI applications. Improved quality controls and maintained lineage help your teams understand where information comes from, identify inconsistencies, and address the issues that undermine its use.
Get more value from your data platform investment. Workload and compute optimization improve how your environment uses resources, helping you support business demands with better performance and greater control over operating costs.
Build a data environment that can evolve with your analytics and AI ambitions. Targeted architecture improvements and technical debt reduction address the limitations holding new initiatives back, making your existing foundation better prepared for broader business use.
Make new data workloads easier to deploy and maintain with reusable engineering foundations. Established testing and deployment patterns reduce repeated setup work, helping your team move beyond one implementation at a time.
Before your Data Squad takes over operations, these focused engagements help you understand your data pipelines and turn the data you already run into AI and analytics capabilities.
Your next initiative needs a data foundation that can support it. Bring KMS Data Squads into your environment, and start addressing the limitations holding your business back.
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