# Work

> Products and platforms built by Decision Labs, including Geobase, EarthGPT, Verisat.ai, and GeoAI.js.

- HTML: https://decision-labs.com/work
- LLM: https://decision-labs.com/llm/work.md

## Metrics

- 12+ AI products
- 50+ models trained
- 3 research partnerships

## Projects

### EarthGPT

EarthGPT enables policy analysts, journalists, and researchers to query satellite data and climate models using natural language, backed by ViTs, LLMs, and RAG pipelines.

- URL: https://www.earthgpt.app/
- Category: Machine Learning
- Technologies: PyTorch, FastAPI, AWS

### Geobase

Geobase is a Supabase fork with PostGIS, vector/raster tile servers, and STAC integration. It provides developers with cloud-native geospatial infrastructure to build scalable applications.

- URL: https://geobase.app
- Category: AI/ML
- Technologies: Python, TensorFlow, PostGIS

### GeoAI.js

GeoAI.js brings HuggingFace transformers.js models to the browser and Node.js, enabling client-side geospatial AI. Includes live demos and docs for developers.

- URL: https://docs.geobase.app/geoai-live
- Category: AI/ML
- Technologies: JavaScript, Node.js, HuggingFace

### Verisat.ai

Verisat.ai detects fake or manipulated satellite imagery by analyzing noise patterns, FFT fingerprints, and patch-level inconsistencies. Built to support journalists and analysts.

- URL: https://verisat.ai/
- Category: Platform
- Technologies: React, Node.js, Kubernetes