Services / Platform Design
Platform Design & Build
We lay the foundation. In about a month, we design and stand up your cloud data platform — including AI/ML infrastructure — so your team has a solid, production-ready base to build on.
Typical timeline
~4 weeks
Deliverable
Production-ready platform
Handoff
Docs + runbooks + IaC
What we build
The components of your platform
Data Warehouses
Cloud-native warehouses optimized for analytical workloads, with proper partitioning, indexing, and cost management.
Lakehouse Architecture
Unified platforms that combine data lake flexibility with warehouse performance and reliability.
Data Governance & Cataloging
Data catalogs, lineage tracking, access policies, and compliance controls that keep your data trustworthy.
Cloud Infrastructure (IaC)
Infrastructure as Code for all platform components — reproducible, version-controlled, and auditable.
AI & ML Infrastructure
Feature stores, model registries, vector databases, and GPU compute provisioning — designed into the platform from day one.
Our approach
Discovery to handoff in ~4 weeks
Discovery & Assessment
We evaluate your current data landscape, identify gaps, and define a clear roadmap aligned with your business objectives.
Architecture Design
We design a scalable, cost-effective architecture tailored to your workloads, security requirements, and growth projections.
Implementation
We build iteratively with infrastructure as code, automated testing, and continuous integration at every stage.
Testing & Migration
Phased migration strategies minimize risk and ensure data integrity throughout the transition.
Handoff & Monitoring
We hand off a fully documented platform with monitoring, alerting, and runbooks your team can operate confidently.
Technologies
Tools we work with
We are cloud-agnostic and work with the tools that best fit your organization.
What comes next
Data Operations & Engineering
Once your platform is in place, our team can embed with yours to build the actual data workflows — pipelines, ML operations, and analytics — that turn infrastructure into value.
Learn about Data OperationsGet started
Ready to build your platform?
Start with a free assessment. We'll evaluate your current setup and recommend a path forward.