Data Platform Modernization

Custom Data Engineering

Not every problem fits a packaged service. If you need a pipeline built, a data quality framework designed, a GCP job shipped, or an agentic workflow wired up — we scope it and build it. Senior engineers, production-ready code, no handoff to a junior team.

Book a free Platform Health Check → All data services

What we build

Production-ready, whatever the shape of the problem

Custom Data Pipelines Ingestion, transformation, and delivery pipelines built for your specific sources and destinations. Batch or streaming, scheduled or event-driven — deployed as code with tests and runbooks.

Data Quality Frameworks Automated data quality checks, schema validation, anomaly detection, and alerting built into your pipeline. Not bolted on after incidents — designed in from the start.

Agentic Workflows on GCP Data infrastructure for agentic AI systems: structured retrieval pipelines, event-driven triggers, orchestrated multi-step jobs on Vertex AI and Cloud Run. Built to run reliably in production.

GCP Data Jobs One-off or recurring: Dataflow jobs, BigQuery stored procedures, Cloud Functions for data events, Pub/Sub consumer pipelines. We scope, build, and ship — senior engineers, production standard.

Transformation & dbt Models Complex SQL transformations, dbt model design, semantic layer definitions, and test suites. Modular, documented, and ready to be maintained by your team after we hand over.

API & Data Integration Custom connectors and integration layers between SaaS tools, internal APIs, and your GCP data platform. We handle the edge cases, rate limits, and schema drift so your pipelines don't.

How we engage

Scoped, fixed, no surprises

Tell us what you need

Book a 30-minute call. Describe the problem, the stack, and the outcome you need. We don't need a formal spec — a clear description is enough to start.

We scope it

Within 1–2 weeks we come back with a fixed-scope SoW: deliverables, timeline, and price. No open-ended retainer, no hourly billing that blows up.

Senior engineers build it

The engineer who scoped it builds it. Code is reviewed, tested, documented, and handed over with runbooks — not just a pull request and a Slack message.

Technologies