Skip to content

Applications

One platform. Different public problems.

TUC applies Augmented Understanding where health, wealth, knowledge, and access meet.

Explore Augmented Understanding

What an application is

A focused way to make one public problem easier to understand.

Each application starts with a community and a question, then makes its evidence boundary, purpose, consent model, and current maturity clear.

How it works

  1. Start with lived context.
  2. Agree on purpose and information boundaries.
  3. Connect only the signals relevant to the question.
  4. Return a clear, usable understanding—not an opaque recommendation.

Applications

Health and wealth

Vueni

An application exploring how health context and financial behavior can be understood together. Privacy, consent, and user control come before any wearable or financial signal.

Literacy and AI

LinkingLiterature

An application using literature and guided learning to make AI concepts more approachable.

Public systems

Civic tools

A direction for place-based tools that help residents understand programs, tradeoffs, and next steps.

Shared foundation

Different contexts. One method.

These are applications of Augmented Understanding—not competing companies and not a self-serve infrastructure product.

Who we work with

Built with institutions that serve the public.

Municipalities, public agencies, nonprofits, and philanthropic partners.

Status and proof

Clarity includes what is not finished.

Application maturity will be labeled when TUC approves the public status. Until then, this page describes the work without implying general availability.

Apply the platform to a public problem.

Let's Talk