Data engineering that drives results.
The same engineering rigor that processes millions of trades at scale — applied to your business data. We help companies maximize efficiency and productivity with data.
What we do
Practical data engineering for businesses that need results, not slide decks.
Data Pipeline Architecture
Design and build production-grade data pipelines that ingest, transform, and deliver data reliably. From raw sources to decision-ready output with fault tolerance baked in.
Marketing Analytics & CAC Optimization
Turn marketing data into actionable strategy. Process campaign data to find optimal strategies that maximize dollar efficiency for customer acquisition cost.
Data Strategy Consulting
Audit your existing data infrastructure and identify where efficiency gains are hiding. We help you build a roadmap from raw data to competitive advantage.
How we work
No bloated proposals. No months of discovery. We move fast and build real systems.
Discovery
Understand your data, your goals, and where the bottlenecks are.
Architecture
Design the pipeline, the transformations, and the output format.
Implementation
Build it with production-grade engineering. Fault tolerance, monitoring, documentation.
Iteration
Measure results, optimize performance, and refine the system as your needs evolve.
Built on experience
Position5's data engineering consultancy isn't theoretical. It's built on the same foundation that powers our products: Arcana processes millions of real-time trades with fault tolerance. Sigil iterates through hundreds of trading strategies at speed. The engineering that makes those systems reliable is the same engineering we bring to every client engagement.
Whether you need to process marketing data to optimize CAC, build attribution pipelines, or architect a data system from scratch — the approach is the same: clean ingestion, fault tolerance, enrichment, and actionable output.