Provide a managed DataOps service that assesses an existing environment, codifies its infrastructure, establishes testing and release pipelines, hardens access controls, and handles ongoing platform operations. Begin with fixed-scope Databricks-on-Amazon-Web-Services engagements, then offer monthly administration, deployment support, governance checks, incident response, and capacity optimization.

Enterprises are modernizing regional data estates while placing stricter security and governance requirements on cloud analytics infrastructure. The repeated demand for combined platform, infrastructure, deployment, and stakeholder-management expertise indicates a capability gap suitable for an external managed team.