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Everything you need to get the most out of Total Circumstance AI.
How it works
Total Circumstance AI reviews officer-written narratives for probable cause strength, clarity, and legal sufficiency. The officer stays the author — this tool makes sure the report holds up before it leaves the building.
Paste your narrative
Copy your written report and paste it into the narrative field. Select the incident type and state/jurisdiction to get jurisdiction-specific analysis.
Run the analysis
Click Analyze Narrative. The app scores your report against three fixed rubrics: Probable Cause, Narrative Clarity, and Legal Sufficiency — each scored 0–100.
Review your results
See exactly where points were lost, what elements are missing, how a defense attorney would attack the report, and what to fix before filing.
Revise and resubmit
Update your narrative based on the feedback and run it again. Every analysis is saved to your case history so you can compare before and after.
Other tools
The Narrative Analyzer is the core tool, but three more live right alongside it as tabs across the top of the app.
DUI Field Notes
A structured checklist for a DUI stop — vehicle-in-motion cues, personal contact cues, HGN/Walk-and-Turn/One-Leg Stand results, and a screen-only TC Score snapshot of your probable cause. Click "Try a sample →" at the top of the form to see it filled out and scored before entering a real case.
RS Field Notes
Documents the basis for a Terry stop and, separately, the basis for any frisk — these are scored independently since they're distinct legal questions. Also has a "Try a sample →" button.
Case Law
Search and browse the full, verified list of cases the Narrative Analyzer cites from — the same fixed list every time, nothing generated on the fly. Useful as a quick refresher between incidents, not just during one.
Your name and badge number auto-fill into every new DUI or RS Field Notes entry once you've set them in Account Settings — one less thing to retype each time. The "Your stats" panel on the Narrative Analyzer's sidebar also tracks how many cases you've run this month and all-time, plus the rubric category you consistently score lowest on.
Understanding your scores
Three scores are generated for every narrative. Each is based on a fixed rubric — the same narrative will always receive the same score.
Probable cause rubric
Seven elements make up the probable cause score (100 points total). These elements reflect the legal requirements under Illinois v. Gates and the totality of the circumstances standard.
The legal standard from Terry v. Ohio requiring specific, objective facts — not a hunch — that justify initiating contact or a stop.
The narrative must describe what the officer personally saw, heard, or smelled — not conclusions or assumptions.
The connection between what the officer observed and the specific crime alleged must be clearly articulated.
Courts give weight to an officer's training and experience when interpreting ambiguous behavior. This must be explicitly articulated.
Additional facts, evidence, or information beyond the officer's direct observations that support probable cause.
A strong probable cause narrative anticipates and addresses why the observed behavior is not consistent with innocent activity.
The time between observations and the arrest/search must be close enough that probable cause has not gone stale.
Narrative clarity rubric
Six elements make up the clarity score (100 points total). Clarity ensures the report is easy to follow in court and on the stand.
Events should be presented in the order they occurred, making the narrative easy to follow and testify to.
Narratives should be written in first person ("I observed") using active voice, making clear what the officer personally did and saw.
Exact times and precise locations anchor the narrative factually and help establish the timeline in court.
Conclusory language tells the reader what to think instead of showing them facts that lead to that conclusion. Courts disregard it.
The narrative should present facts objectively, without characterizations, opinions, or language that suggests a predetermined conclusion.
The narrative should tell the complete story — from initial observation through disposition — without unexplained gaps.
Legal sufficiency rubric
Five elements make up the legal sufficiency score (100 points total). These elements ensure the report meets the legal requirements for the charged offense.
Each element of the charged offense must be supported by facts in the narrative.
The narrative should demonstrate that constitutional requirements were met — particularly Fourth and Fifth Amendment compliance.
Evidence must be properly documented from discovery through booking to be admissible.
Any use of force must be documented with the specific threat or circumstance that justified it, evaluated under Graham v. Connor. If no force was used, this element is not applicable.
Any statute cited in the narrative should be the correct one for the offense charged in the applicable jurisdiction.
Foundational legal standards
These landmark U.S. Supreme Court cases establish the legal standards your narrative is evaluated against. Understanding them helps you write more defensible reports.
Established that a police officer may stop and briefly detain a person based on reasonable articulable suspicion that criminal activity is afoot — even without probable cause for arrest. The officer must be able to articulate specific, objective facts, not just a hunch. Applies to every narrative involving an investigative stop.
Established the "totality of the circumstances" test for probable cause. Courts look at the overall picture created by all available facts — no single element is required. This is the standard your PC score is measured against and the origin of our name.
Required that suspects in custodial interrogation be advised of their rights before questioning. If Miranda was given, document it in the narrative — when it was given, what method was used, and what the suspect's response was. Failure to document is one of the most common gaps in narrative review.
Established the "reasonable expectation of privacy" standard for Fourth Amendment protections. Relevant to any narrative involving a search — document why the subject had no reasonable expectation of privacy, or what exception to the warrant requirement applied.
Defined the scope of a lawful search incident to arrest — limited to the person of the arrestee and the area within their immediate control. Relevant to any narrative involving a search following an arrest. Document the basis for any search that extends beyond these limits.
Established the "objective reasonableness" standard for use of force. Courts evaluate force based on the perspective of a reasonable officer on the scene at the time of the incident — not hindsight. Relevant to any narrative involving use of force. Document the specific threat and why the force was objectively reasonable.
Defense challenge preview
The Defense Challenge Preview is a unique feature of Total Circumstance AI — no other narrative review tool offers it. After your rubric analysis, the app generates a list of specific arguments a defense attorney would likely make against your report, each rated by severity.
🔴 High risk
A significant vulnerability that a skilled defense attorney would almost certainly raise and that could directly impact the admissibility of evidence or the outcome of the case. Address these before filing.
🟡 Medium risk
A weakness a defense attorney may raise. May not defeat the case but could create reasonable doubt or be used to impeach the officer on the stand. Worth addressing if possible.
🟢 Low risk
A minor issue that is unlikely to significantly impact the case but is worth being aware of. A thorough narrative minimizes even low-risk challenges.
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