Software for data teams
We build APIs, data pipelines, and internal tools with R. Systems that your team can trust, maintain, and extend.
What we build
Everything we ship is tested, documented, and built to be owned by your team.
Internal tools
Editable tables, dashboards, and admin panels that sit directly on your data. Server-driven and fast.
Used when: spreadsheets stop scaling.
Data pipelines
Ingestion, transformation, and delivery. Late data, retries, and auditability handled from the start.
Used when: data needs to move safely through multiple stages.
Backend and APIs
HTTP APIs and background services with validation, persistence, and structured logging built in.
Used when: other systems need to depend on yours.
Why R?
We love R. Your data scientists already speak R. So we build on what they know instead of handing them a new stack to learn.
One language from analysis to production
The same R code that does the analysis runs the API, the pipeline, and the dashboard.
Your data scientists can read the code
They can open it, follow it, and change it without learning another stack.
The tools we build with are open source
You can see them, use them, and keep using them without us.
Where we come in
Some projects start on a clean slate. Many start with a spreadsheet that has outgrown itself, or a script someone is scared to touch. It was put together quickly to answer a question, and then quietly became the thing everyone depends on.
By the time we're called in, it usually still works. One person keeps it running and nobody else knows how. Monday's report goes out after someone spends Friday afternoon pasting it together. The analysis lives on a laptop that has to be switched on for anything to happen.
That's the point where it's worth building it properly. Something with tests, logs, and documentation. Then the pasting stops, the numbers are ready before anyone asks, and Friday afternoon is yours again.
Got something like this?
Write to us. A few lines about what you have and what it should do is enough to start.
Discuss a ProjectOr email info@sigflux.com