Warehouse Assessment
Assess source schemas, ETL/ELT jobs, BI dependencies, and workload characteristics for migration planning.
Database Services
Data Warehouse Migration
Modern analytics platforms with governed data migration
Overview
Strategic context for this service
Data warehouse migration programs require more than platform changes. They involve semantic mapping, ETL redesign, BI compatibility, and governance continuity across every analytical workflow.
McVey Consulting helps organizations migrate from legacy warehouse stacks to modern architectures that improve query performance, reduce maintenance overhead, and support near real-time reporting.
Our teams coordinate data modeling, pipeline transition, and validation processes so your business teams retain trusted reporting while gaining a more scalable analytics foundation.
Key Features
Core capabilities included in delivery
Target Model Redesign
Design dimensional and domain-aligned models optimized for the destination warehouse platform.
Pipeline Modernization
Rebuild and optimize ingestion, transformation, and orchestration pipelines for reliability and observability.
Semantic Layer Migration
Map metrics and business definitions to preserve reporting consistency across tools and teams.
BI & Dashboard Validation
Validate dashboards, scorecards, and query outputs against baseline results before cutover.
Performance Engineering
Tune partitioning, clustering, and compute strategy to improve query speed and cost efficiency.
Data Quality Controls
Implement reconciliation tests and anomaly checks to maintain trust in migrated datasets.
Governance Alignment
Maintain lineage, retention, and access governance policies across the new warehouse environment.
Business Benefits
Outcomes decision-makers can measure
Faster analytical query performance with modern compute and storage patterns
Higher confidence in data through reconciliation and quality checkpoints
Reduced warehouse operating costs via workload-aware optimization
Improved reporting agility for business and product analytics teams
Stronger governance with clear lineage, ownership, and access controls
Lower maintenance burden through modernized ingestion and transformation pipelines
Better scalability for growth in data volumes and analytical users
Cleaner architecture for future AI and advanced analytics initiatives
Our Process
Structured execution from planning through optimization
1
Discovery & Inventory
Weeks 1-2Inventory data assets, ETL jobs, dashboards, and governance dependencies.
2
Target Design
Weeks 2-4Define destination model, transformation strategy, and migration sequence.
3
Pipeline Build
Weeks 4-7Implement ingestion and transformation pipelines with test automation.
4
Validation & UAT
Weeks 7-8Perform data reconciliation, report parity checks, and user acceptance testing.
5
Cutover
Week 9Execute controlled cutover and monitor platform performance during transition.
6
Optimization
Week 10+Tune performance and cost settings, then finalize operations handoff.
Technologies Used
Platforms and tools selected for reliability and scale
Warehouses
SnowflakeBigQueryRedshiftAzure Synapse
Transformation
dbtSparkSQL ELT pipelinesDataflow
Orchestration
AirflowPrefectDagsterCloud Composer
Bi
Power BITableauLookerMetabase
Why Choose Us
Engineering expertise and delivery accountability in one partner
McVey Consulting combines strategic guidance with implementation depth to help enterprise teams modernize databases without compromising uptime, security, or compliance.
What Sets Us Apart
Why teams choose McVey Consulting
We combine deep technical experience, outcome-driven execution, and dependable partnership to solve mission-critical technology challenges with confidence.
Insight 01
Proven Experience
We bring decades of hands-on delivery across cloud modernization, compliance, security, and resilient operations.
Insight 02
Execution That Delivers Results
Every engagement is designed around measurable outcomes, from faster deployments to stronger uptime and reduced risk.
Insight 03
Partnership You Can Rely On
We work transparently with your team, stay accountable through execution, and keep leadership aligned at every stage.
What sets us apart in practice
McVey Consulting is built for teams that need more than advice. We partner from strategy through implementation to help you modernize faster, stay audit-ready, and run critical systems with less operational friction.
Experience-led decisionsOutcome-focused executionTrusted long-term partner
Get started
Modernize Your Data Warehouse
Plan a controlled warehouse migration that protects reporting continuity and improves analytics performance.
- Compliance-aware scoping from day one
- Senior practitioners—not a handoff queue
- Clear outcomes you can take to leadership
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