The Instruments

Seven ways to
read your future.

07 tools · built on
U.S. public data
no login · free to share
Two mainstays. Five field instruments. Each one plots a different variable.
01 New law · 2027

redline · verdict engineWill your degree
survive the cut?

A new law strips federal loans from majors that earn below a line. Search any degree, get the earnings-test verdict — a year before the official ruling lands.

Run the verdict
02 Flagship · 18→60

simlife · life simulatorPick a major,
then live it out.

Choose a field, then step through a whole career one decision at a time. Every choice bends the salary curve. No two lives ever run the same.

Start at 18
drawline03

Guess your admit rate.

Draw the 20-year trend you expect — then get called out.

galaxy · 3D04

Every job is a star.

738 careers mapped as a skill galaxy, lit by AI exposure.

flow · visa05

Who gets sponsored?

The H-1B pipeline, drawn as a Sankey of visa flow.

movemap · pay map06

Same job, different city.

One role, mapped across every U.S. metro — watch the same paycheck change color coast to coast.

escape · AI map07

AI is coming. Escape to?

Every job ranked by AI exposure — then routed to the safest neighbor you can actually jump to.