Data Warehouse & Data Lake Consulting
Maximize data velocity and minimize costs with our end-to-end warehouse services.
$1.2M+
Annual savings—resolving bill shock
10x
Faster performance in dashboards
99.99%
Reliability with automated alerts
Our end-to-end data warehouse and data lake consulting services
Stabilize revenue with more reliable systems
If your system is down or nightly jobs are failing, our data engineers restore service immediately. We don't just reboot; we perform a deep-dive RCA to identify if the issue was a disk-full error, schema drift, or network misconfiguration. By configuring High Availability and automating backup/restore testing, we build a safety net around your data
Eliminate bill shock, right-size your systems
We identify hidden risks and performance bottlenecks. Through query refactoring, indexing, and right-sizing cloud resource allocations, we ensure you aren't paying for a "Ferrari" server when a "Sedan" will suffice. This step is vital for scaling the system without a massive budget increase.
Migrate business data with confidence
Move data from aging on-premise hardware to elastic cloud environments. Unlike a simple "lift and shift," we perform schema conversion and validation to ensure zero data loss and total logic parity. Empower your business to finally leverage advanced AI and machine learning tools.
Better data management
Pythian acts as your control Tower, providing 24/7 global coverage. We manage user permissions, encrypt sensitive data, and provide recommendations to achieve further savings and reliability.
We support the data warehouse and lake technologies you use
Pythian bridges the gap between aging on-premise giants and cloud-native powerhouses, ensuring your data remains a strategic asset rather than a source of stress.
Cloud native modern data platforms and warehouses
Amazon Redshift consulting
Architect high-performance clusters, optimize costs, and build reliable pipelines for your BI and ML workloads.
Snowflake consulting
Design scalable architectures, optimize costs, and build production-grade pipelines that turn your Snowflake investment into measurable outcomes.
BigQuery
Maximize ROI by eliminating "Bill Shock" through precise cost governance and optimizing complex SQL queries for serverless, AI-ready performance.
Azure Synapse
Unify your data landscape by optimizing SQL pools and Spark integration to ensure seamless, high-performance analytics without the burden of unpredictable scaling costs.
Microsoft Fabric consulting
Consolidate your Microsoft data estate into one governed, cost-efficient platform ready for analytics and AI.
Databricks consulting
Achieve a governed, high-performance lakehouse ready for large-scale data engineering and machine learning.
Legacy on-premise data warehouses
Teradata consulting
Translate deep Teradata knowledge into a clean migration path to Snowflake, BigQuery, or Databricks.
Netezza consulting
Evaluate staying within IBM's ecosystem or moving to a cloud-native target—without disruption.
IBM Db2 consulting
Keep Db2 running at peak while building a clear path to cloud-native platforms when you're ready.
Oracle Data Warehouse consulting
Modernize your traditional database environments by stabilizing mission-critical workloads and engineering high-performance architectures that bridge the gap between legacy reliability and cloud-ready scalability.
Vertica consulting
Optimize your Vertica environment while planning a smooth transition to Snowflake, BigQuery, or Databricks.
Hadoop consulting
Migrate critical workloads to modern platforms and decommission aging clusters—preserving the logic your business relies on.
SAP BW consulting
Move SAP BW workloads to modern platforms while preserving the reporting structures your organization depends on.
Greenplum consulting
Optimize performance and plan your migration to a cloud-native platform with greater flexibility and lower overhead.
Canadian retailer accelerates insights with a unified data platform
The customer partnered with Pythian to accomplish a centralized source of truth.
A leading Canadian clothing retailer struggled with siloed data and slow, manual reporting that prevented timely decision-making. By deploying Pythian's enterprise data platform (EDP) quickstart for Google Cloud, the company created a centralized source of truth. The new data platform enables self-serve analytics, allowing business users to access critical insights in near real-time and build a more data-driven culture.
Ready to transform your data warehouse or data lake?
Data warehouse and data lake services frequently asked questions (FAQ)
Pythian's related data warehouse and data lake services
From stable foundations to production AI—Pythian covers the full data journey.
Move to modern platforms without disruption
Data warehouse migration consulting
We translate years of embedded business logic and refactor proprietary code so you modernize without breaking what the business depends on.
Build reliable, governed data pipelines
Data engineering consulting
We build and manage the pipelines and quality rules that keep your platform fed with trusted, analytics-ready data.
Align your data investments with business goals
Data strategy and management consulting
We define governance, data ownership, and a long-term roadmap that aligns every data investment with your organization's priorities.
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