01 · Collect
Crawl the whole record.
Speeches, votes, bills, budgets, filings, and government data — crawled and unified, continuously.
Sectors / Politics
Politics runs on claims that are loud, contradictory, and rarely checked.
What a politician said, how a bill actually moved, whether we're really more polarized — the record exists but is scattered, hard to crawl, and harder to reason over. Governance is a knowledge problem.
Research
Political knowledge is everywhere and almost none of it is legible. Governments keep their own records — votes, bills, budgets, filings — but they are hard to crawl and harder to crunch. What politicians say is looser still: repeated, reversed, and rarely checked against what they actually did.
So the questions that matter go unanswered. Are we genuinely more polarized, or does it only feel that way? Where does a vote change the outcome — or does it just mean the largest generation wins? A coherent core over the public and governmental record makes governance legible.
Questions Worth a Clean Answer
Ask hard. Answer with clean data.
- Q01A senator's public statements and voting record are both in the public domain but stored in incompatible systems. When you reconcile the two over a full career, how often do they contradict?
- Q02Social media makes it feel like the country is more divided than ever. But when you measure actual policy positions across a decade of voting data, is polarization real — or is it performative?
- Q03A bill passes through dozens of committees, amendments, and procedural votes before becoming law. Most of that process is technically public but practically opaque. What would a structured, queryable record of legislative mechanics reveal?
- Q04Campaign finance, lobbying disclosures, and voting patterns are each published separately. When you link them into one graph, which relationships between money and policy outcomes become visible?
The Method — A Continual Loop
Collect, refine, hypothesize, test — repeat.
02 · Refine
Strip spin from substance.
Repetition, reversal, and spin reduced to what was actually said and actually done.
03 · Hypothesize
Read the structure of power.
The core measures alignment, polarization, and where decisions actually get made.
04 · Test
Check against outcomes.
Claims and models checked against enacted law, real spending, and what voters actually got.
05 · Refine
Keep the picture current.
Findings fold back in; the map of how government works stays up to date. Continual.
The Cascade
Making Government Legible.
Treating politics as a knowledge problem: turning the raw public record into structure, then readable patterns, then civic insight. Neutral and non-partisan by construction.
Record
Structure
Read
Insight
Select any node to trace its chain. Left to right: Record → Structure → Read → Insight.
What the Core Delivers
Knowledge you can act on.
- A crawlable, reconciled record of what was said and what was done — with provenance.
- Polarization measured, not asserted — a real picture of how divided we are.
- Opaque government process made legible: how bills move, where power sits, where a vote matters.