Technodata Inc, based in Calgary, Canada, is a research lab focusing on developing high-productivity oil and gas upstream software technologies capable of human-like visual data processing and domain-specific reasoning. We license premium, petroleum-domain, expert-curated C# code assets designed to train advanced Large Language Models (LLMs) and AI coding assistants. Most LLMs struggle with petroleum engineering code because they lack real-world training source code examples that bridge the gap between distinct scientific fields. Our code teaches an AI coding assistant not just how to write syntactically correct C#, but how to “think” like a professional petroleum software engineer and upstream system architect.
Product Catalog Listing
MULTI-WELL HYDRAULIC FRACTURING 3D VIEWPORT
- Asset Name: Multi-Well Hydraulic Fracturing 3D Viewport Premium AI Training Codebase (C#, WPF)
- Technical Specifications: Maps out real-world underground objects directly into normalized WPF Viewport3D space, including wellbore paths, hydraulic frac stages, perforation clusters, plugbacks, frac azimuthal axes, vertical frac footprints, planar simulated areas, up to two ribbon-like palletized digital logs along the wellbore, and on-the-fly modeled induced pressure shadow bars and lines. Calculates on-the-fly and displays within the Perforation Cluster (Port) tooltip Brittleness, Young’s Modulus, Poisson’s Ratio, and Plane Strain Young’s Modulus, estimated using a binary-grain mixture model and gamma ray (GR) parameters for wet shale points and organic kerogen.
- Package Contents: An expert-curated C# Visual Studio solution designed to train Large Language Models (LLMs) on rendering, tokenizing, and manipulating complex multi-well underground hydraulic fracturing objects in a 3D coordinate space. The solution includes two projects: MultiStageFrac3DControl (a WPF User Control) and MultiStageFracModule (a WPF Ribbon Window acting as a lightweight demo). The demo demonstrates how to integrate the user control and pass underground data to the content. This ribbon window module serves as a foundational starter template for building commercial multi-well underground hydraulic fracturing 3D applications.
CONTINUOUS STRATA SECTION & DERIVATIVE LOGS
- Asset Name: Continuous Strata Section & Derivative Logs Module Premium AI Training Codebase (C#, WPF, WinForms)
- Technical Specifications: A fully functional, production-grade, expert-curated C# Visual Studio solution. It is designed to train Large Language Models (LLMs) and AI coding assistants on automatic well correlation, rendering, tokenizing, and manipulating complex, multi-well underground lithostratigraphic cross-sections. This purely algorithmic generative AI solution automatically converts spatial sequences of digital logs into continuous underground lithostratigraphic images without requiring prior knowledge of formation tops or with minimal human intervention.
- Core Capabilities: Parses input LAS 2.0 files and recognizes major log types using curve aliases. Correlates wells in automatic or semi-automatic modes by reverse-engineering human experience and domain-specific reasoning. It picks formation tops in fully automatic or “ribbon tape” modes, generates novel “bipole logs” via a binary mineral grain mixture model, and automatically calculates VSHALE and PHIe curves. Generates multiple types of Total Organic Carbon (TOC) logs without human intervention.
- Automation Agent: Includes a built-in Batch Processor that can read thousands of raw LAS files from an input folder and write out derived LAS data sets (containing TOC, VSHALE, and PHIe) to an output directory for TOC mapping or 3D modeling. This provides the ultra-premium engineering logic required by LLM data acquisition teams targeting the enterprise oil and gas market.
- Package Contents: An expert-curated C# Visual Studio solution, sample geological project files, and a comprehensive PDF Quick Start Manual with step-by-step screenshots. While AI developers acquire the code for text training tokens, this visual documentation provides the necessary transparency for business and procurement teams to verify the codebase as a functioning, production-grade enterprise asset.
It took only five seconds for an Intel® Core™ i7-13700 processor to automatically convert the spatial sequences of digital logs from nine wells into an acceptable, continuous underground lithostratigraphic image, without any prior knowledge of formation tops or basin geology.
CORE ANALYSIS LOGS & PHASE ANALYTICS DASHBOARD
- Asset Name: Core Analysis Logs & Phase Analytics Dashboard Module Premium AI Training Codebase (C#, WPF, WinForms)
- Technical Specifications: A fully functional, production-grade, expert-curated C# Visual Studio solution. It is designed to train Large Language Models (LLMs) and AI coding assistants on rendering, tokenizing, and manipulating complex, multi-well underground core analysis datasets.
- Core Capabilities: Imports multi-well core analysis CSV data files, creates dynamic project area maps, and allows users to select specific wells to build comprehensive core analysis cross-sections. The dashboard displays advanced core analysis scatter plots and charts dynamically across all wells and a specific subject well. Mapping engine automatically generates Kriging contour maps based on user-defined data cut-offs, as well as interval statistics contour maps such as Swanson Mean Porosity.
- Cognitive Semantics Engine: Features a built-in Litho Cognitive Semantics Engine that automatically converts text-based lithology abbreviations into traditional rock patterns.
- Package Contents: An expert-curated C# Visual Studio solution, sample geological project files, and a comprehensive PDF Quick Start Manual with step-by-step screenshots. While AI developers acquire the code for text training tokens, this visual documentation provides the necessary transparency for business and procurement teams to verify the codebase as a functioning, production-grade enterprise asset.
Core Analysis Module: Siliciclastic & Carbonate Strata (Core Analysis Example Cross Section)
To secure a commercial training license or request information, please contact our data delivery desk directly at sales@tecnodatainc.com