Your data lives in a dozen systems. We build the pipelines that bring it together, transform it, and deliver it where finance needs it - reliably, every time.
Sound familiar?
You arrive at 8am to find last night's data load failed. Now you're debugging ETL jobs instead of closing the books. It happens every month.
Data from System A goes into Excel. Someone adds columns. Then it's copy-pasted into System B. This is your "integration layer".
The overnight job ran fine. But it only loaded 80% of records because the source format changed. Nobody noticed for three days.
Need a new data feed? Join the queue. IT has a six-week backlog. By the time they build it, the requirement has changed twice.
Dave built the integrations five years ago. Dave doesn't work here anymore. The documentation is a folder of scripts nobody understands.
The numbers in your planning tool don't match the ERP. The ERP doesn't match the data warehouse. You spend hours finding why.
How we help
We build data pipelines designed for finance workloads. Reliable, auditable, and maintainable. When the data arrives, you can trust it.
We document every source, every transformation, every destination. You'll finally see how data actually moves through your organisation.
Right-sized integration approach. Sometimes that's enterprise ETL. Sometimes it's simple scheduled queries. We match the solution to the problem.
Every pipeline has error handling, logging, and alerts. When something fails, you know immediately. When records are missing, you get notified.
Row counts, checksums, business rules. We build validation into the pipeline so bad data is caught before it reaches your reports.
Data dictionaries, pipeline documentation, runbooks for common issues. Knowledge doesn't live in someone's head anymore.
Train your team to handle routine changes. Give finance the ability to add fields, adjust mappings, and extend pipelines without IT.
Platforms
We're tool-agnostic. The right platform depends on your existing stack, data volumes, and team capabilities.
Visual data prep for business users. Complex transformations without code. Our go-to for self-service analytics.
Enterprise-grade ETL for complex, high-volume data integration. Proven in demanding environments.
API-led connectivity for complex system landscapes. Real-time integration with proper governance.
Microsoft's cloud ETL service. Great for Azure-heavy environments and complex orchestration.
Self-service data prep that finance teams can manage. Ideal for smaller-scale transformations.
When off-the-shelf tools don't fit. REST API integrations, custom logic, specialist sources.
Working together
2 weeks. We map your current data flows, identify fragile points, and recommend a target architecture.
Build one critical integration properly. Monitoring, error handling, documentation. Template for future work.
Rebuild your entire integration layer. Migrate from spreadsheets to proper pipelines. Sustainable architecture.
We monitor, maintain, and extend your integrations. You focus on using the data, not moving it.
We're not generic data engineers - we understand finance workloads, month-end pressures, and what reliable data actually means for FP&A teams.
Questions
Start with an integration audit. We'll map what you have, identify the weak points, and show you what reliable pipelines look like.