Data Engineering
The plumbing nobody talks about until it breaks.
Overview
Your AI is only as good as the data feeding it. Most companies know this. Few do anything about it. They bolt on tools, duct tape pipelines, and hope nothing falls over at scale. We build data infrastructure the way it should have been built the first time. Reliable, scalable, and boring in the best possible way. Because the best pipelines are the ones you never think about.
What We Build
Data Pipelines That Hold
Batch, streaming, real time. We build pipelines that handle production volume without the 3 AM phone calls. Clean data in, clean data out, every time.
SAP and Enterprise Integration
Your SAP system isn't going anywhere. Neither is your ERP, your CRM, or that database someone built in 2007 that somehow runs everything. We connect them all without breaking what already works.
Cloud Data Infrastructure
Data lakes, warehouses, lakehouses. We design and build the storage and compute layer your analytics and AI teams actually need. Not the one a vendor sold you in a slide deck.
How We Work
FOUR PHASES.
Discovery
We audit your existing pipelines, sources, and systems. We find the bottlenecks, the single points of failure, and the dependencies nobody has documented. Then we give you a clear picture of what needs to change and why.
Architecture
We design the data architecture before we build it. Sources, transformations, storage, access patterns, governance. All of it mapped out so your team understands what we're building and why.
Build
We build incrementally. No six month blackout where your team hears nothing. Every sprint delivers working infrastructure you can see and test. Production quality from day one.
Operate and Evolve
Pipelines aren't a project. They're a living system. We build with monitoring, alerting, and documentation so your team can own it after we leave. Or we stick around if you need us to.
Technologies
THE TOOLS BEHIND THE WORK.
Orchestration
Airflow | Prefect | Dagster | Step Functions
Processing
Spark | dbt | Flink | Kafka | Fivetran
Storage
Snowflake | Databricks | BigQuery | Redshift | Delta Lake
Cloud
AWS | Azure | GCP
Integration
SAP BTP | MuleSoft | Informatica | Custom APIs
Industries
WHERE COMPLEXITY IS THE NORM.
Financial Services
Complex data lineage, legacy platforms, and infrastructure where every transformation is traceable.
Biotech & Life Sciences
Clinical data, lab systems, and pipelines where every transformation is tracked and traceable.
Manufacturing
Sensor data, ERP systems, and supply chain feeds that need to move fast and land clean.
Consumer Packaged Goods
Retail channels, distributor feeds, and demand signals connected into a single picture.
Frequently Asked
WHAT PEOPLE ASK BEFORE THEY BUILD.