Augmented Intelligence
The world belongs in the hands of humans. We empower faster, more informed decision-making with user-centered machine intelligence. Here are some examples from our blog below.

In a crisis like a pandemic, time stands still. Policymakers rush to chart a way out, trying to establish some consensus truth about the situation and the best path forward. The “open science” movement rallies to offer predictive models, but the models are seemingly limitless in number, of uncertain provenance and questionable suitability, and they don’t agree. Understanding and extending complex model code requires deep expertise and takes weeks at best, especially when there’s little transparency into the original intent and assumptions.
Uncharted has been working on applications of knowledge-graph augmented Retrieval-Augmented Generation (RAG) for months now and couldn’t be more excited about its potential.
Is your holiday wish list full of eco-friendly gadgets? Even if you’ve been decidedly nice, supply chain fragility may impact what ends up under your tree.
Understanding and organizing a summation of knowledge is hard. Large language models (LLMs) can help, but words alone are not enough.
When last we checked on the joint DARPA and USGS AI for Critical Mineral Assessment Competition, we were thrilled to discover that we won the Map Georeferencing challenge. We’re honored to find ourselves on the leaderboard once again for the second challenge, Map Feature Extraction.