Total Circumstance AI scores officer-written narratives against the legal elements of probable cause — flagging gaps, missing case law, and weak articulation before the report ever leaves the department.
"The task of the issuing magistrate is simply to make a practical, common-sense decision whether, given all the circumstances… there is a fair probability that contraband or evidence of a crime will be found."
Illinois v. Gates, 462 U.S. 213 (1983) — the totality of the circumstances standardOur name comes from the legal standard your officers are measured against every time they make an arrest. So does our scoring.
Defense attorneys are already filing motions against AI-generated narratives. When software writes the report, the officer's credibility on the stand becomes the target. We took a different approach.
Officers sign and testify to narratives they didn't write — a new line of attack for any defense attorney.
Body-cam audio to narrative introduces mistakes that get officers impeached on the stand.
Five- and six-figure annual contracts put these tools out of reach for the small and mid-size agencies that make up most of American law enforcement.
We review what the officer already wrote — like a supervisor reading it before submission. Nothing for a defense attorney to challenge about authorship.
Missing elements, weak articulation, and statute errors are flagged while the report can still be corrected.
$16 per officer per month. No contracts, no procurement cycle, no minimum seats. A single deputy can start today.
No prompts to write, no AI expertise needed. Built for the end of a shift, not a software training class.
Paste or upload the officer's written report. Select the incident type and any of the 50 states (plus Federal and UCMJ) for jurisdiction-specific analysis.
The narrative is scored against fixed probable cause, clarity, and legal sufficiency criteria — with relevant case law and statutes cited for your jurisdiction.
Element-by-element feedback shows exactly where points were lost and what to strengthen. Every analysis is saved to the officer's case history.
Every analysis includes a Defense Challenge Preview — specific arguments a defense attorney would make against the report, rated by risk level, with counters for each. No competitor offers this.
The same narrative always earns the same score, because every report is graded against the established elements of probable cause — not a model's mood.
Report writers create the narrative. We make sure the narrative survives scrutiny.
| Total Circumstance AI | AI report writers | Single-state review tools | |
|---|---|---|---|
| Officer remains the author | ✓ Always | ✕ Software writes it | ✓ |
| Rubric-based probable cause scoring | ✓ Element by element | ✕ | Partial |
| Jurisdiction coverage | All 50 states + Federal + UCMJ | Varies by contract | One state |
| Case law & statute citations | ✓ Per jurisdiction | ✕ | ✓ |
| Per-officer case history | ✓ Built in | Department systems only | Varies |
| Defense challenge preview | ✓ Unique to Total Circumstance | ✕ | ✕ |
| Who can buy it | Any officer or agency, today | Department contracts only | Individual officers |
| Price | $16/officer/month | $50,000+ annually | ~$16/month |
Select the jurisdiction, and the analysis applies that state's statutes, case law, and probable cause standards. No waiting for your state to be "added."
Cancel anytime. No procurement cycle, no minimum seats, no sales call required.
Card required to start trial. Cancel before day 8 and you will never be charged. Department and agency pricing available — contact us for multi-seat plans.
The report you file today is the testimony you defend tomorrow. Make sure it holds up — before it leaves the building.
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