Research · Data · Calgary

Spend less time wrangling data. More time on the science.

We build custom data pipelines and automation for Calgary research and data teams: reproducible workflows, cloud-native microservices, and analysis that runs itself. Our background is in predictive modelling and neuroscience data systems, so we speak your language. It starts with a free, risk-free Workflow Audit, and you own every pipeline and line of code we build.

Book a Free Workflow Audit → Back to home
Where research teams lose time

The friction between you and your results.

The teams we work with rarely lack ideas. They lose weeks to the plumbing around the analysis. Our audit finds the bottlenecks worth automating first.

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Manual data wrangling
Cleaning and reshaping the same datasets by hand every time a new batch arrives, instead of a pipeline that does it on ingest.
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Reproducibility gaps
Results that are hard to reproduce because the steps live in someone’s notebook and undocumented local scripts.
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Fragile infrastructure
Analysis that runs on one laptop and breaks the moment it needs to scale to the cloud or onto a colleague’s machine.
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Disconnected sources
Data scattered across instruments, spreadsheets, and storage buckets that never get pulled into one clean, queryable place.
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Slow feedback loops
Long waits between running an analysis and seeing the result, because each step is kicked off and monitored by hand.
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Reporting by hand
Rebuilding the same figures and summary tables for every update, when a workflow could regenerate them automatically.
Why research teams work with us

We have built these systems ourselves. Engineering, not slideware.

Our team comes from complex data systems, biochemistry, and predictive analytics, including an M.Sc. in Neuroscience from the University of Calgary. We have built predictive models and cloud-native data microservices for research work, so we understand versioning, reproducibility, and the difference between a demo and a system you can trust.

We build reliable custom software loops and pipelines around the tools your team already uses, deployed on infrastructure in your name. Every system is quoted at a fixed price between $1,199 and $3,699, with no ongoing retainer, and you own all of the code outright.

"We build reproducible, cloud-native workflows so your team can focus on the research, not the plumbing."

Ready to automate the plumbing? Let’s talk.

Book your free 30-minute Workflow Audit. We map your data workflow, pinpoint the bottlenecks, and hand you a clear blueprint. No obligation, no sales pitch.

Book My Free Workflow Audit → Back to Home

Or call (587) 973-8089 · hello@mapleloopai.ca

Serving Calgary, Chestermere, Airdrie, Okotoks, Cochrane, and surrounding Alberta.