Architecture & Scale
Lakehouse medallion pattern, Delta Lake ACID transactions, serverless and job clusters, and petabyte-scale processing.
Solution Accelerator
Modern Data Platform Accelerator
Complete lakehouse architecture in 4-6 weeks.
Architecture & Workflows
Unified lakehouse architecture combining data warehouse reliability with data lake openness in a governed platform.
A complete data platform foundation with lakehouse architecture, Unity Catalog governance, FinOps cost management, MLOps capabilities, self-service analytics, data engineering workflows, and cloud-ready infrastructure.
Built for production scale and reliability.
Lakehouse foundationUnity Catalog governanceFinOpsMLOpsSelf-service analytics
Governance & Security
Unity Catalog, fine-grained RBAC, 5-tier role model, compliance controls, complete audit trails, and lineage.
Cost & Performance
Full cost attribution, automated optimization recommendations, Photon acceleration, and real-time cost/performance tracking.
Data & Analytics
Delta Live Tables, Structured Streaming, Auto Loader, Databricks SQL warehouses, and Tableau, Power BI, and Looker integration.
What the accelerator brings into the engagement.
Lakehouse Architecture
Unified lake and warehouse patterns with Delta Lake, medallion architecture, ACID transactions, and scalable processing.
Unity Catalog Governance
Metastore, catalogs, schemas, RBAC, lineage, centralized access control, and compliance framework mapping.
FinOps Cost Management
Cost attribution by user, job, catalog, schema, and table with real-time budget alerts and recommendations.
MLOps Foundation
MLflow tracking, model registry, experiment management, feature store integration, and model monitoring patterns.
Self-Service Analytics
Databricks SQL warehouses, dashboards, BI integration, and governed access for business users.
Data Engineering
Delta Live Tables, Auto Loader streaming, workflow orchestration, and automated data quality checks.
Security & Compliance
Encryption, PII detection, audit logging, secrets management, and SOC 2, GDPR, HIPAA, and PCI-DSS readiness.
Multi-Cloud Support
AWS, Azure, and GCP deployment patterns with cloud-agnostic infrastructure as code.
Implementation assets, documentation, and support.
Implementation
Databricks workspace, Unity Catalog, dashboards, MLflow, Delta Live Tables, SQL warehouses, and RBAC.
Documentation
Architecture, Unity Catalog, FinOps, MLOps, analytics, operations, security, and compliance guides.
Training
Platform, data engineering, MLOps, analytics, FinOps, and security enablement.
Support
Deployment support, knowledge transfer, architecture review, post-deployment support, and health checks.
Structured path to production.
Weeks 1-2
Workspace, Unity Catalog, RBAC, and cost monitoring.
Weeks 3-4
Delta Live Tables, MLflow, feature store, and initial pipelines.
Weeks 5-6
SQL warehouse, analytics enablement, BI integration, and handoff.
Where this accelerator fits.
Platform Modernization
Move from legacy warehouse to lakehouse while reducing cost.
AI/ML Foundation
Enable feature store, model registry, and deployment pipelines.
Self-Service Analytics
Empower business users with governed data access and dashboards.
Cost Optimization
Enable attribution, budgets, and optimization recommendations.
Faster than custom delivery.
$300k+ custom build
Custom delivery can take 24-48 weeks.
$100k accelerator
Accelerator delivery targets 4-6 weeks.
60-70% cost reduction
Reusable platform patterns reduce risk and time.
Get Started
Ready to take your business to the next level?
See how Modern Data Platform can transform your infrastructure.