Databricks Guided Activation
Operationalizing the Databricks Data Intelligence Platform.
Know where you are going, what you will achieve, and how to get there, with confidence. Guided Activation gives organizations a structured, modular path from Databricks investment to realized business value in weeks, not quarters.
Why organizations struggle to realize Databricks value.
The Databricks platform delivers the infrastructure and capabilities, but getting from use case ideation to value realization requires business logic knowledge, deep technical experience, and the bandwidth to execute. Most organizations face the same three barriers.
Fragmentation tax
Organizations running 7–12 separate data tools spend the majority of engineering time on integration, not innovation. Siloed systems create inconsistent KPIs, governance gaps, and a TCO 3–4× above a unified platform.
PoC to production gap
85% of AI projects never reach production. Teams build impressive proof-of-concepts but lack the patterns, governance, and engineering rigor to operationalize them, stalling months before delivering business value.
Talent constraints
Senior Databricks engineers are scarce and expensive. Internal teams often lack the bandwidth to implement best-practice architectures, and open-ended consulting engagements routinely overrun scope and budget.
Choose the modules. We deliver defined outcomes.
A modular, outcome-driven professional services accelerator that gives organizations a structured path from Databricks investment to production-ready capabilities. You choose the modules that match your priorities. We deliver defined outcomes.
Data strategy
2-week intensive discovery • Reference architecture • Unity Catalog design • Use case prioritization • Strategic roadmap
Data foundation
Bronze → Silver → Gold migration to Databricks Lakehouse and Unity Catalog. The prerequisite layer that all downstream modules build on.
Models
Production MLOps: MLflow experiment tracking, Unity Catalog model registry, Model Serving endpoints, inference monitoring, and CI/CD patterns.
Analytics
AI/BI Dashboards and Genie spaces on Unity Catalog Silver/Gold data. Analysts query in natural language. Executives get real-time dashboards.
Agents
Production AI agents via Mosaic AI and Agent Bricks. Grounded in Unity Catalog data, evaluated with Mosaic AI Agent Evaluation, deployed to serving.
Applications
Custom applications hosted on Databricks Apps, surfacing governed data and AI capabilities to business users. No separate infrastructure.
Security
Databricks Lakewatch: the open, agentic SIEM on your Lakehouse. Detection-as-code, Unity Catalog audit, SIEM integration, and compliance reporting.
Work the way your team works best.
Advisory
Customer engineering team owns implementation. Infinitive provides architecture design, code reviews, and Q&A with an 8-business-hour response SLA. Delivers both assets and team capability.
White glove delivery
The Infinitive team owns all implementation: architecture, code, pipelines, dashboards, and deployment. Faster path to production-ready deliverables. Ideal when customer teams have limited Databricks experience or bandwidth.
Operational support
Choose your skill set. These resources onboard as fully credentialed members of your team, maintaining operations and driving long-term vision and success.
Assess. Align. Accelerate.
Tell us about your Databricks environment and priorities. We’ll match you with the right modules, delivery model, and a complimentary TCO and ROI assessment.
A 90-minute conversation to map your Databricks environment, priorities, and use cases to the right modules and delivery model, focused on business value outcomes.
Technical scoping where we produce a fixed-scope Statement of Work. Clear deliverables, defined hours, no open-ended billing.
Define KPIs and success criteria. Align stakeholders and decision makers. Architecture design and roadmap in 2 weeks.
Get started. Speak with a Databricks expert.
We’ll match you with the right Guided Activation modules and delivery model, plus a complimentary TCO and ROI assessment.