Arizona Judicial Accountability

The Law As Written.

Every Arizona appellate court opinion scored against the statutes the judge applied. No opinions. No politics. Math.

Subscribe Free → View Dashboard
1,977
Cases Scored
427
Judges Tracked
20+
Years of Data
AZ
Courts Covered

Courts leave a paper trail. We read it.

Arizona appellate opinions are public record. We pull every one, extract the statutory facts with AI, then apply a fixed actuarial scoring matrix — the same rules, every case, no adjustments. The score is the score.

Step 01

Ingest

Every Arizona Court of Appeals and Supreme Court opinion is downloaded the day it publishes. PDFs parsed, full text extracted.

Step 02

Audit

AI reads the opinion and answers eleven binary audit questions — yes or no, no judgment, no opinions. Did the court reverse? Was there a dissent? Did the judge read in something the statute doesn't say?

Step 03

Score

Actuarial deductions applied to four scoring pillars. Same matrix, every case. The result: an overall score from 0–100 and a PASS / WATCH / FAIL grade.

Step 04

Publish

Weekly newsletters and daily tweets deliver the findings in plain English. No jargon, no spin. What happened, who was affected, what the court decided, and the score.


89% pass. 11% don't.

Most Arizona appellate judges follow the law as written. When they don't, we name it, score it, and publish it.

🔴

FAIL

4.7%

Statutory score below 60. Clear deviation from what the law requires — sentencing below mandatory minimums, bench legislation, or rights denial.

92 of 1,977 opinions
⚠️

WATCH

6.0%

Score 60–79. Contested ruling — dissent or material statutory deviation. Judges in this tier face closer scrutiny at retention.

119 of 1,977 opinions

PASS

89.3%

Score 80–100. Statutory compliance confirmed. The court applied the law as written, respected individual rights, and stayed within its authority.

1,766 of 1,977 opinions

Every score breaks down into four dimensions.

The Static Docket Audit Methodology starts every case at 100. Actuarial deductions are applied when the record shows a specific violation. The formula is fixed and never adjusted for outcome.

T

Textualism

Did the judge apply the statute as written, or read in something it doesn't say?

Sentencing cases: 20%
S

Sentencing

Did the criminal sentence match what the statute required — mandatory minimums, range, and triggers?

Sentencing cases: 40%
R

Restraint

Did the court stay within its constitutional lane, or make new law that should have come from the legislature?

All cases: 20%
L

Liberty

Were the individual's constitutional rights protected, or did government power win where the law didn't authorize it?

All cases: 20%

Static Methodology — What That Means

"Static" means the scoring matrix is fixed and published in advance. No case-by-case discretion. No adjustments after the fact. The same eleven audit questions, the same deduction table, applied mechanically to every opinion. If the rule changes, every historical case is rescored under the new rule and the change is logged.

  • All audit flags are binary (yes/no). No partial credit.
  • Deductions are actuarial — sized to the severity of the deviation.
  • Truth anchors validate every version of the matrix.
  • Score weights are proprietary and not published.

Five issues a week. One for every angle.

Written in plain English by an AI editorial voice trained on twenty years of legal storytelling — no jargon, no partisanship, no padding. The facts, told well.

Free

Monday Recap

Every Monday

The five most significant cases from the prior week. Who was involved, what was at stake, what the court decided, and the full score breakdown. The week in court, in five stories.

Daily case tweets on X/Twitter.
Full judge profiles in the dashboard.

Start Free →

Get Started

The Monday Recap is free.
The rest is worth it.

Subscribe on Substack and get the Monday Recap at no cost. Upgrade anytime to unlock all five newsletters and full dashboard access. No ads. No politics. Just the score.

Subscribe on Substack → Explore the Dashboard