DATA WAREHOUSING AND BIG DATA PLATFORMS

Big Data Solutions That Drive Strategic Insights

Transform massive, complex datasets into actionable insights with scalable data warehousing and big data solutions. Our services help organizations improve operational efficiency, optimize decision-making, and unlock new growth opportunities.

✓SOC 2 Type II Certified
•
✓PCI-DSS Level 1 Ready
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✓<50ms Distributed Latency
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✓99.999% Fault Tolerance
ENTERPRISE GRADE
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99.999% High Availability
Zero-Downtime Migration Ready
DATA & ANALYTICS

Centralize and Optimize Enterprise Data

Legacy relational databases crumble when subjected to petabyte-scale analytical queries and complex cross-department joins. We design high-performance cloud data warehouses and modern lakehouses that decouple compute from storage, delivering blazingly fast query execution at predictable costs.

Our cloud architects specialize in Snowflake, Google BigQuery, and Databricks Lakehouse, structuring data into optimized medallion architectures (Bronze, Silver, Gold) that maximize query caching and minimize compute credit consumption.

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DATA & ANALYTICS

Unlock Insights with Advanced Analytics

Unstructured data like clickstream logs, IoT telemetry, and media files require scalable cloud data lakes with open table formats. We engineer modern lakehouse architectures using Apache Iceberg, Delta Lake, and Apache Parquet stored on AWS S3 and GCP Cloud Storage.

With ACID transactional guarantees, schema evolution, and time-travel querying on object storage, our lakehouse architectures eliminate data duplication while supporting high-concurrency SQL analytics and distributed ML training.

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SUB-15ms LATENCY
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Real-Time Streaming Engine
Zero-Message-Loss Architecture
SOC 2 & PCI-DSS READY
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Zero-Trust NIST 800-207
AES-256 & mTLS Segregation
DATA & ANALYTICS

Scalable Solutions for Growing Data Needs

Uncontrolled cloud data warehouse usage can quickly cause compute billing to spiral out of control. We implement automated FinOps monitoring, query timeout policies, and intelligent auto-clustering configurations.

Combined with automated data lifecycle policies that transition cold records to archival storage tiers, our architectures reduce data warehousing operational expenditures by up to 45% while maintaining sub-second query performance.

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Data Warehousing & Big Data Solutions Optimized for Performance

Deploy platforms that efficiently store, process, and analyze large datasets. Enable real-time insights, predictive analytics, and streamlined operations across your organization.

Apache Iceberg & Delta Lake Open Storage Formats

Architect modern enterprise data lakehouses leveraging Apache Iceberg and Delta Lake on AWS S3. We deliver ACID transaction consistency, zero-copy cloning, and historical time-travel querying on open Parquet files, eliminating vendor lock-in and reducing cloud storage costs. By eliminating vendor lock-in and decoupling analytical compute from S3 object storage, our lakehouse architectures lower total cost of ownership by up to 50% while scaling to petabytes.
CLOUD-NATIVE
Apache Iceberg & Delta Lake Open Storage Formats
Enterprise Architecture
Multi-Region Active-Active
Flexible Collaboration

Data Warehousing & Big Data Engagement Models

Unify distributed enterprise data into modern cloud data warehouses and lakehouses engineered for high concurrency, petabyte scale, and compute cost efficiency.

Team Extension

Specialist Staff Augmentation

Embedded Senior Developers & Architects

Scale your internal capacity with top 1% engineers who embed seamlessly into your repos, attend daily standups, and write clean, tested code.

  • Guaranteed overlap with US business hours
  • Fast placement within 48 to 72 hours
  • Flexible monthly scaling with zero lock-in
  • Rigorously vetted technical specialists
Milestone Delivery

Fixed-Scope Milestone Builds

Defined Deliverables, Timeline & Cost

Perfect for greenfield implementations, system integrations, migrations, or proof-of-concept prototypes with well-defined project requirements.

  • Clear milestone roadmap & guaranteed delivery date
  • Full source code & IP ownership on milestone sign-off
  • Comprehensive test coverage and security validation
  • Seamless handoff or transition into continuous support

Ongoing Support & Maintenance

Our team provides dedicated post-launch support to ensure your applications continue running smoothly. From troubleshooting to updates, performance monitoring, and security patches, we’re here to help your business stay ahead.

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24/7 Support

We’re available when you need us to ensure uninterrupted operations.

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Security & Compliance

Regular audits and updates to protect your data and meet industry standards.

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Performance Monitoring

Continuous tracking to keep your applications running efficiently.

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Updates & Optimizations

Ongoing enhancements to keep your applications up-to-date and performing at their best.

Expert Support & Transformation Services

Our team doesn’t just build and deploy your applications — we provide comprehensive support and strategic expertise to ensure your technology drives business success. From ongoing maintenance to project planning and process optimization, we help companies stay competitive and future-ready.

  • checkContinuous Monitoring of Your Systems – Ensure your applications remain online and fully operational by detecting and resolving issues before they impact users.
  • checkScheduled Maintenance & Optimizations – Keep your systems efficient and cost-effective with automated updates, performance tuning, and proactive improvements.
  • checkContinuous Deployment & Fixes – Maintain a secure, reliable, and competitive product with seamless updates, patches, and enhancements delivered without disruption.
  • checkPerformance & Reliability Insights – Gain real-time visibility into your application’s health, enabling data-driven improvements that boost user satisfaction and business results.

Forming strong and trusted connections with our clients

300+
Engineers
5
Global Offices
20+
Years of Experience
1500+
Successful Projects
4.5+
Customer Satisfaction

Cloud Data Warehousing & Big Data FAQs

Frequently asked questions about Snowflake and BigQuery architectures, compute cost optimization, clustering keys, and zero-downtime warehouse migrations.

Which cloud data warehouse platforms do you build on?

We architect and optimize enterprise warehouses on Snowflake, Google BigQuery, Amazon Redshift, and Databricks Delta Lake. We evaluate your data velocity, SQL concurrency demands, and storage-to-compute ratios to determine the most cost-effective architecture.

How do you prevent spiraling cloud data warehouse compute costs?

We implement rigorous FinOps controls: automated cluster auto-suspend and scaling thresholds, query concurrency limits, incremental dbt materializations, clustering and partitioning keys, and automated monitoring of unoptimized or long-running queries.

Can you migrate legacy on-premises data warehouses (Teradata, Oracle, SQL Server) to the cloud?

Yes. We provide automated schema conversion, ETL refactoring, historical data backfill via cloud import appliances, and dual-run validation to ensure zero reporting downtime during your cloud migration.

What is the difference between a Data Warehouse and a Data Lakehouse?

A traditional warehouse stores structured, cleaned data optimized for fast SQL queries. A Data Lakehouse (such as Databricks or Snowflake Iceberg tables) combines the open, low-cost storage of data lakes (Parquet/ORC) with ACID transactions and schema enforcement, enabling both machine learning and BI on a unified data store.

What does a Big Data engineering pod look like?

Our dedicated big data squads comprise a Principal Cloud Data Architect ($125/hr), Senior Big Data/Spark Engineer ($125/hr), Data Infrastructure/DevOps Specialist ($125/hr), and QA Automation Engineer ($70/hr) managed by a Technical PM ($100/hr) with blended rates from ~$82/hr.

What It’s Like to Work With Us

A look into the journey from idea to scale, shared by one of our most successful early-stage clients.

Built for Growth, Delivered with Speed 💪

"Exquisite Software helped us go from idea to launch fast. They understood our goals, built a solid MVP in under 4 months, and guided us through key product decisions. We hit $36K MRR in 6 months — couldn’t have done it without their insight, speed, and execution."

Alex Lawson

VP of Product at Contigen

Alex Lawson

Let's Accelerate Your Project – From Concept to Launch

Fast and Efficient Custom App Development – Connect with Our Team Today to Transform Your Concept into a Fully Realized Product

Exquisite Software - Technology Solutions