Data Modeling & Forecasting
Turn Years of Data Into Forecasts You Can Run On.
Automated pipelines into BigQuery and models that forecast, benchmark, and surface trends early, so decisions run on your history instead of a gut feel.
What Is Data Modeling & Forecasting?
Data modeling and forecasting turns the raw data scattered across your systems into clean, query-ready tables and predictive models. We build pipelines that extract data from your sources and load it into a warehouse like BigQuery, then transform it into well-structured models (fact and dimension tables) that are consistent and fast to query.
On top of that modeled data we layer forecasting: time-series and regression models that project revenue, demand, cash flow, or churn from your own history rather than gut feel. The results feed dashboards and threshold-based alerts, so the numbers update automatically and tell you when something needs attention.
How We Set It Up
Connect and extract
We build ELT pipelines that pull data out of your systems of record on a schedule and land it in one place.
Design the warehouse
We model the data in BigQuery with a clean schema (facts and dimensions) so every downstream query is consistent.
Transform and model
SQL transformations turn raw rows into trustworthy, business-ready tables with the metrics your team actually uses.
Add forecasting
We fit time-series and regression models to your history to project the numbers you care about, with confidence ranges.
Dashboards and alerts
We surface everything in a BI layer with automated alerts when a metric crosses a threshold you set.
Built With
Your History, Working for You
Your data is already valuable. It is just trapped in exports and stale spreadsheets. We pipe it into one warehouse and model it.
Automated pipelines
Your data flows from every system into one warehouse on a schedule, with no more exports, stale spreadsheets, or copy-paste.
Modeled in BigQuery
Years of history, queryable and modeled, so you can forecast and benchmark instead of guessing from last month’s gut feel.
Forecast and spot trends early
See cost creep, demand, and risk before they hit the P&L, while there is still time to act on them.
One source of truth
Every dashboard and report reads from the same governed data, so the numbers finally agree across the business.
How It Works Across Industries
Every industry has a number worth forecasting. Explore the model built for your world.
Forecast cost-to-complete and benchmark margin.
Pipe years of job-cost and bid history into BigQuery and model it. Forecast cost-to-complete, benchmark margin by project type, and see which bids you actually win and why.
ROI: Improving bid margin accuracy by even 1 to 2 points on a $5M book is $50K to $100K straight to the bottom line.
Pipelines, models, and the dashboards on top.
We build the pipelines into BigQuery, model the history, and ship the forecasts and dashboards your team will actually use, with the data strategy to keep them trustworthy as you grow.
Your Workflows. Your Data. Your Software.
Get a free project estimate in under 2 minutes, or book a discovery call to walk us through how your team works today.