Platform Buildout · Full Implementation
Lakehouse Buildout
A complete production platform.
Built to last.
Unified Platform Architecture
A Lakehouse designed for your data, your workloads, and your AI roadmap, not a reference architecture applied without adaptation.
Production-Grade Infrastructure
Terraform-defined development, staging, and production workspaces. Reproducible, auditable, and extensible by your team.
Automated CI/CD
Deployment pipelines that promote every change through each environment, with automated testing before anything reaches production.
Unity Catalog Governance
Centralised access controls, lineage, and metadata management, aligned to your organisation's security and compliance requirements.
Medallion Data Pipelines
Bronze, Silver, and Gold layers built to production standards on your actual use cases.
Team Enablement
Knowledge transfer throughout, backed by documentation and runbooks. Nothing about the platform is unfamiliar to your team by the time it's handed over.
Built on the Databricks Data Intelligence Platform. Designed for your organisation.
Six phases. One engagement, start to finish.
Requirements gathering, use case selection with your team, and data source inventory. Clear scope before design begins.
Target architecture design: cloud infrastructure, data flows, Unity Catalog structure, governance model, and CI/CD. Reviewed and approved before the build starts, and kept as a permanent reference for your team.
Terraform-defined development, staging, and production workspaces, with identity management and networking configured and documented.
Deployment pipelines that promote every change through each environment, with automated testing before anything reaches production.
Bronze, Silver, and Gold pipelines for your selected use cases, built to production standards.
Architecture documentation, runbooks, and CI/CD playbooks, building on the knowledge transfer that happens throughout. Your team learns not just how the platform works, but why it was built that way.
By the time the engagement ends, your team is already running the platform.
- Architecture documentation covering infrastructure, governance, and CI/CD design
- Operational runbooks: how to monitor, debug, and maintain the platform
- CI/CD playbook: how to deploy, roll back, and extend pipelines
- Final walkthrough: the platform, its documentation, and the decisions behind it
What migrations deliver in practice
From snow guns to smart systems: TechnoAlpin’s data transformation with Datapao
