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Artifacts

Artifacts

Download-ready FinOps resources — tools, templates, datasets, slide decks, and other practical assets. Each release is designed to be useful immediately, helping practitioners apply ideas, run workshops, or support FinOps work in real environments.

Forecast any number with eight forecasting algorithms

Forecast any number with eight forecasting algorithms

Forecasting shouldn’t be a black box. forecast_costs.py runs multiple models—SMA, Holt-Winters, ARIMA, NeuralProphet, and more—to show how each interprets your data. Vendor-neutral and simple, it helps you explore any time series with clarity, not just cloud costs.

Only get the AWS cost data you need

Only get the AWS cost data you need

The first FinOps Toolkit tool, cost_and_usage.py, was built for simplicity: one command, one CSV, two columns — date and number. It pulls AWS cost data with minimal permissions and zero dashboards, proving that FinOps clarity starts with small, local, human-readable data.

FinOps Toolkit: start with context, end with clarity

FinOps Toolkit: start with context, end with clarity

The FinOps Toolkit is a set of open-source scripts to explore, forecast, and explain cloud costs — no dashboards, no lock-in. Some tools are AWS-specific; others are vendor-neutral and forecast any number. Built on one idea: context is everything — start with context, end with clarity.