Managed Data Readiness Services
Managed data readiness and analytics-as-a-service: continuous metric certification, managed observability, governance operations, and AI-readiness upkeep as a monthly retainer.
What this service covers
- managed data readiness
- analytics as a service
- managed analytics
- managed data governance
- managed data observability
- data readiness retainer
- ongoing data governance
- AI readiness maintenance
Frequently asked questions
What is managed data readiness?
Managed data readiness is an ongoing service that keeps your data continuously AI-ready instead of letting a one-time project decay. It covers continuous metric certification, managed data observability, governance operations (ownership, access, lineage, audit evidence), and AI-readiness maintenance, run as a retainer so the foundation stays true between and during AI projects.
How is this different from a one-time governance project?
A project delivers a certified foundation on a fixed date. Managed data readiness keeps it true after that date. Turnover, new pipelines, new tools, and new AI workloads all erode a static foundation within a couple of quarters. The managed service owns the metric layer, the monitoring, and the governance as a living system, so trust does not slide back.
What does analytics-as-a-service include?
Our managed offering bundles the ongoing work that keeps analytics trustworthy: metric certification, data observability monitoring and response, governance operations, and AI-readiness upkeep. You get a named senior owner, a defined scope, and a monthly cadence rather than a queue of ad-hoc tickets.
Who is managed data readiness for?
Teams that have built (or want to build) a certified data foundation and need it to stay true without hiring a full internal governance and reliability team. It fits organizations shipping multiple AI or agent workloads, regulated industries that need continuous audit readiness, and lean data teams that cannot absorb the maintenance load on top of delivery.
How is it priced?
It is a monthly retainer scoped to your environment: the number of certified metrics, the pipelines under monitoring, the governance surface, and the AI workloads in flight. We price by a defined scope and service level, not by an hours bucket, so the cost and the coverage are clear up front.
Can you take over a foundation someone else built?
Yes. We start with a short readiness assessment of what exists, document the gaps, certify what can be certified, and then operate it. We do not require that we built the original foundation, only that there is something defensible to maintain or a plan to get there.
Request the 30-day Analytics Truth Audit to scope this engagement for your environment.