Data Engineering
We build the data backbone your analytics and AI depend on, ingestion pipelines, warehouses and lakehouses, and streaming systems engineered for reliability and scale. With testing, lineage, and governance built in, your teams get data they can actually trust, delivered where and when they need it.
What's included
Typical deliverables
- Data architecture & platform design
- Production ingestion & transformation pipelines
- Warehouse / lakehouse implementation
- Data quality & observability framework
How we deliver data engineering
Discover
We dig into your business goals, constraints, and existing systems to define what actually needs to be built, and what doesn't.
Design
Architecture, UX, and technical planning happen together, so the system we design is one your team can operate and extend.
Build
Short, transparent iterations with working software in your hands every week, not a black box until launch day.
Scale
We stay on for hardening, performance, and growth, or hand off cleanly with full documentation and a trained team.
What we build it with
The tools we reach for on Data Engineering work, picked for the problem in front of us and for the team who inherits the code.
Ingestion
Getting data out of systems that resist it
- Apache Kafka
- Airbyte
- Apache Flink
- Apache Pulsar
Processing
Transformations that are tested like code
- Python
- Apache Spark
- Polars
- dbt
Storage
The warehouse and the lake, and when to use each
- Snowflake
- Databricks
- BigQuery
- ClickHouse
- DuckDB
Orchestration
Scheduled, observed, and alerting on freshness
- Apache Airflow
- Prefect
- Trino
- Datadog
- Custom SoftwareBuilt around your operation
- SaaS ProductsMulti-tenant platforms that scale
- Web DevelopmentFast, accessible, built to convert
- Mobile AppsNative feel from one codebase
- AI & MLModels that reach production
- Data ScienceDecisions backed by evidence
- Cloud & DevOpsInfrastructure for teams that ship
- Cloud ServicesMigration, scale, cost control
- RoboticsPerception, control, autonomy
- Blockchain & CryptoOn-chain systems and settlement
- FintechPayments, ledgers, controls
- Emerging TechIoT, AR, edge, spatial