Databricks Center of Excellence
Enterprises often struggle to scale Databricks beyond initial projects due to challenges with governance, cost management, security, and adoption across business units.
Infinitive’s Databricks Center of Excellence (CoE) offering provides a structured framework that enables customers to operate Databricks as an enterprise-grade platform for analytics, AI, and data engineering, balancing innovation with governance and cost efficiency.
From a powerful tool to an enterprise-wide capability.
A Databricks CoE transforms the platform from a powerful tool into an enterprise-wide capability, utilizing Infinitive’s experience and based on the core principles of the Databricks Well-Architected Framework.
What customers achieve with our CoE framework.
Enterprise-grade security
Establish a compliance-ready access and audit framework with centralized governance and role-based controls. Enable consistent monitoring and traceability across enterprise data and analytics platforms.
Operational clarity
Provide operational clarity by defining roles, responsibilities, and ownership across platform teams and business units. Support aligned decision-making and scalable operations.
Cost transparency
Empower your organization to optimize Databricks spend across business units. Gain actionable insights that drive smarter budgeting, reduce waste, and maximize the ROI of your data and AI investments.
Reliable operations and recovery
High platform availability through proactive monitoring, resilient fault-tolerant design, automated failover, and tested disaster recovery to minimize downtime and ensure continuity.
Accelerated adoption
Quickly onboard new lines of business and users, reducing time-to-value and driving faster, organization-wide engagement with your data and AI platforms.
Governed innovation
Empower AI and analytics initiatives at scale by balancing agility with compliance, ensuring innovative solutions are both fast-moving and secure.
Tailored to your maturity, goals, and regulatory environment.
Infinitive tailors the Databricks Center of Excellence to your organization’s maturity, business goals, and regulatory environment. With our approach, the CoE establishes:
Team structure and roles
Defined ownership across platform admin, governance, FinOps, and line-of-business champions.
FinOps and cost management
Real-time cost visibility, chargeback/showback models, and optimization playbooks.
Platform security
Role-based access controls, audit logging, and integration with enterprise IAM/SIEM tools.
User access strategy
Tiered user enablement (engineers, analysts, ML/AI teams, business consumers) with self-service onboarding.
Governance framework
Data, AI, and model governance leveraging Unity Catalog, MLflow, and enterprise compliance frameworks.
Reliability and resilience
Platform health monitoring, environment standardization, automated recovery workflows, and disaster recovery strategies designed to meet enterprise SLAs.
Get started. Speak with a Databricks expert.
We’ll tailor a Center of Excellence to your platform maturity, business goals, and regulatory environment.