Service 06

Data Science & Analytics

From messy spreadsheets to production models: we build the pipelines, analysis, and dashboards that turn your data into decisions.

We turn raw and messy data into pipelines, models, and dashboards your team can actually use. This has ranged from computer-vision models that read architectural blueprints, to reporting dashboards that give operators a real-time view of their business.

What's Included

Data pipeline design, cleanup, and automation
Predictive models and statistical analysis for specific business questions
Computer vision and image/segmentation models where relevant
Reporting dashboards built for daily use, not one-off reports
Data annotation and model training workflows
Coordinate transformation and geometric/spatial data processing
Ongoing model monitoring, retraining, and improvement

How We Work

Discovery: identify the question the data needs to answer
Pipeline: clean, structure, and automate the data flow
Model: build and validate the analysis or ML model
Dashboard: surface results in a usable, daily-use interface
Support: monitor and retrain as data and needs evolve

Frequently Asked

Our data is messy. Is that a problem?

That's the normal starting point. Pipeline design and cleanup is usually the first phase of the engagement, not a blocker to starting.

Can you build computer vision models, not just dashboards?

Yes, we've trained instance segmentation models to read architectural blueprints, alongside more typical predictive and reporting work.

Do you maintain the models after delivery?

We can. Models drift as real-world data changes, so ongoing monitoring and retraining is available as part of the engagement.

What kind of data sources can you work with?

Spreadsheets, databases, images, blueprints, APIs: if it can be structured or extracted, we can build a pipeline around it.

Do we need to already have clean, labeled data?

No, data cleanup and annotation (for example, labeling training imagery) is often part of the engagement itself, not a prerequisite.

Can you turn our data into a dashboard our team actually uses?

That's the goal: we build reporting interfaces meant for daily use, not static one-off reports that get opened once and forgotten.

Ready to start?

Tell us about your project and we'll follow up with a scoped quote.

Get a Quote

Who It's For

Businesses sitting on data they aren't using effectively
Teams needing a specific predictive or computer-vision model built
Products that need operational dashboards and reporting
Companies wanting ongoing analytics support, not a one-time report

Our Work

Data Science & Analytics projects we've delivered

AI / ML

Blueprint Segmentation with Mask R-CNN

A computer vision pipeline that uses a Mask R-CNN deep learning model to read architectural blueprints like a floor plan.

Car Price Prediction AI Agent

A standalone AI agent that predicts a car's market price from its make, model, and condition.

From the Blog

How we built them

AI & Data Science

Annotating a Custom Dataset for Blueprint Segmentation in Roboflow

The dataset and training work behind our Mask R-CNN blueprint segmentation model: annotating architectural blueprints in Roboflow and training via Detectron2.

Building a Standalone AI Agent for Car Price Prediction

How we delivered a standalone AI agent that predicts a car's market price from its make, model, condition, and mileage, built for direct integration into a client's own system.

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Other ways we can help

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