Orebit Open Source Initiative

Geological Workflows,
Built Open.

We engineer robust, transparent modeling pipelines for the mining community. Powered by the R ecosystem, our tools bridge the gap between complex raw data and reliable resource evaluation.

Launch GeoDataViz Explore Repo
Our Philosophy
Orebit Logo

From Ore to Intelligence

The core meaning behind the Voxelized Rock. It is not just about turning complex rocks into pixels, but establishing open tools to unlock the true potential of geoscience data.

The Vision (Why)

"To be the catalyst for a data-driven transformation in geoscience, establishing open and transparent tools as the standard for every professional to unlock the full potential of their data."

We envision a future where every geoscientist sees the "Bits" (clarity, intelligence) as the exact standard outcome from their complex "Ore" (raw, chaotic data), facilitated by radically transparent processes.

The Mission (How)

"To empower geoscientists and mining engineers by providing practical, practitioner-built workflows and expert guidance, enabling them to confidently transform complex geological data into reliable, actionable intelligence."

This is our logo in action. We champion those holding the rock by actively democratizing the Transformation Process—deploying practitioner-grade, open workflows.

Open Source Projects

Tools designed to reduce friction for geologists, engineers, and researchers. Fork them, run them locally, or use our hosted versions.

v1.1 Stable

GeoDataViz

A lightning-fast 3D drillhole visualizer. Just drop in your CSV to view Hole ID, Grade, and Lithology in massive 3D Plotly environments. Includes smart P98 outlier cleaning and nearest-neighbor spacing analytics.

Run App Docs
R Package

geosR

An open-source R package that simplifies the pipeline from drillhole points to evaluated resource tonnages. Features geostatistical wrappers for variogram modeling, kriging, and exploratory data analysis.

Documentation View GitHub

Enterprise Tech & Prototypes

Static UI mockups and logic architectural previews of our complex, closed-source backend enterprise systems.

Interactive Prototype

EIS (Engineering)

Production recording, validation workflows, and mining analytics logic. Read the architecture and logic flow for our enterprise production system.

Interactive Demo Docs
Interactive Prototype

HIS (Safety)

Health, Safety, and Environment management framework covering Work Permits (e-Permit), Audits, and automated incident reporting.

Interactive Demo Docs
Interactive Prototype

GeoBot AI

An AI-powered assistant designed to translate natural language into SQL queries against complex mining and metallurgical database schemas.

Try Prototype Docs
Interactive Prototype

PitOp

Strategic open pit optimization models utilizing Floating Cone and Lerchs-Grossmann (LG) graph-theory algorithms for spatial analysis.

Try Prototype Docs

Built on Next-Gen Web Technologies

We believe mining software shouldn't require complex local installations or constant internet communication with a backend server.

  • Zero-Server Architecture: Operated entirely on GitHub Pages static hosting.
  • WebAssembly (WASM): R and Python engines are compiled to WASM to run native data-science computation inside your browser block.
  • Data Privacy by Design: Since the logic executes locally, your sensitive geological CSV files are never uploaded to our servers.
Download Full Repo Zip
# OPTION 1: Run the WebAssembly (WASM) version locally (Offline Mode) git clone https://github.com/ghoziankarami/orebit-showcase.git cd orebit-showcase/apps/geodataviz-lite python -m http.server 8000 # Open http://localhost:8000 # OPTION 2: Run the Native R Source Code (Faster for heavy analytics) cd ../../source_code/geodataviz-lite # Install Required Packages & Launch Native R Engine R -e "install.packages(c('shiny','plotly','dplyr','bslib'))" R -e "shiny::runApp()"

Ready to Transform Your Mining Operations?

Whether you need a custom 3D geological visualization instance, specialized analytical models, or integration with your existing enterprise database schema, our engineering team is ready to help.

Contact Engineering Team Explore Open Source Repo