AI & ML development and implementation
Put AI to work on the data you already have.
Forecasting, generative AI, and machine learning that go into production — not a deck. PelicanSoft builds the models and implements the workflows around them so staff actually use the output on a Tuesday. No data-science department required.
PelicanSoft, LLC — Greater Houston, Texas
281-825-7261 · https://pelican-soft.com/contact
Who we work with
We work with energy, manufacturing, and field-to-office teams across Texas — and with growing companies that need AI, data, and custom software working on Monday, not workshopped.

AI & ML
AI and ML Development and Implementation
You do not need a data-science department to get value from AI. PelicanSoft builds and implements practical machine learning and generative AI on the data you already have — forecasting, line-loss and production models, financial projections, and assistants grounded in your own documents and systems. The difference is implementation: models in production, workflows staff will use, and MLOps so the work does not die in a notebook. TensorFlow, PyTorch, scikit-learn, and Hugging Face when they earn their keep. Spreadsheets when they do not.
What we fix
Pick the fire. We will bring the hose — and the architecture.

Put Your Data on the Night Shift
AI and ML Development and Implementation

Software That Fits How You Work
Application Development

One Company. One Set of Numbers.
Business Systems Integration

Answers Before the Meeting Starts
Business Intelligence

Keep It Fast. Keep It Up. Keep It Yours.
Database Administration

The Company Should Run When You Leave the Room
Business Operations
From the blog
Practical notes on AI, ML, and implementation — written for search and for people who have to ship.
September 6, 2026
When AI ships the app, IT’s job is to shepherd
Users can stand up tools overnight with AI. IT’s job is to shepherd what gets built so the company still has one stack, one set of numbers, and a reverse path.
September 5, 2026
Managing code repositories when AI writes the code
AI can ship branches faster than a junior. Your git hygiene has to keep up — or Monday becomes archaeology.
August 24, 2026
AI and ML implementation for growing companies
How small and mid-size companies get value from AI and machine learning without a data-science department — by implementing models on the data they already have.
