Big Data Solutions
Big data infrastructure that turns overwhelming data volumes into competitive advantage. We build data pipelines, analytics platforms, and real-time processing systems that scale from gigabytes to petabytes. Modern data engineering that delivers insights, not just infrastructure.
Big Data Challenges We Solve
The Problem
- Data silos across multiple systems make analysis impossible
- Legacy ETL processes take hours when you need real-time insights
- Cloud data warehouse costs spiraling out of control
- Analysts spending more time waiting for queries than analyzing
The Solution
- Unified data pipelines with centralized access and governance
- Stream processing infrastructure for real-time analytics
- Optimized storage and compute strategies that reduce costs 40-60%
- Performance-tuned warehouses with sub-second query times
Big Data Solutions We Build
From data ingestion to visualization, we architect systems that handle massive scale while remaining maintainable and cost-effective.
Data Pipeline Architecture
We build ETL/ELT pipelines that move data from source systems to analytics platforms. The ingestion layer handles faults gracefully. Transformation logic processes data correctly. Orchestration keeps everything flowing on schedule.
Real-Time Processing
Live stream processing for analytics, fraud detection, and operational monitoring. We use Kafka and Flink to handle millions of events per second without dropping messages or falling behind.
Data Warehousing
We implement Snowflake, BigQuery, and Redshift for analytical workloads. Good schema design and smart partitioning mean your analysts get query results in seconds instead of minutes.
Analytics Platforms
Custom dashboards and BI tools that surface insights from your data. From executive summaries to detailed drill-downs, we build interfaces that turn data into decisions.
Our Capabilities
Big data engineering requires depth across distributed systems, cloud infrastructure, and data architecture. We bring all three.
Distributed Systems Expertise
We've built trading platforms processing millions of transactions and government systems handling sensitive data at scale. Your big data challenges are our specialty.
Data Governance
GDPR compliance, data lineage tracking, and access controls that satisfy auditors. We build security and privacy into the architecture from the start - not as an afterthought.
Cost Optimization
Cloud costs spiral quickly with big data. We architect for efficiency: compression, incremental processing, and the storage strategies that keep your bill reasonable.
Our Approach to Big Data
We start with your business questions and work backward to the data infrastructure. Technology serves the business, not the other way around.
Define Use Cases
Start by identifying the business questions you need answered. What decisions will this data drive? Who needs access, and how quickly?
Design Architecture
Choose the right tools for your scale, budget, and team. Batch vs streaming, warehouse vs lake, build vs buy - we navigate these tradeoffs daily.
Build & Deploy
Build pipelines with proper testing, monitoring, and error handling. Start small, prove the value, then scale up.
Optimize & Scale
Measure query performance, storage costs, and pipeline reliability. Continuous optimization keeps your data stack efficient as volume grows.
Why Choose Hexmount
Big data engineering is where infrastructure meets business value. We excel at both.
Production Experience
We've built data systems that power trading platforms, fintech applications, and enterprise analytics. Not toy projects - real systems handling real scale.
End-to-End Ownership
From data ingestion to visualization, we handle the full stack. No gaps between teams, no finger-pointing when something breaks.
Modern Tech Stack
We work with the latest data engineering tools: Apache Spark, Airflow, dbt, and cloud-native data warehouses. Choose the right tool for your use case.
Business Impact Focus
Big data projects fail when they become tech for tech's sake. We start with business questions and build systems that actually drive decisions.
Ready to Unlock Your Data?
Whether you're drowning in data silos, need real-time analytics, or want to cut your data warehouse costs in half, we can help you build infrastructure that actually delivers business value.
We choose our clients as much as they choose us. Let's see if we're a fit.