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Everything you need to get the most out of Total Circumstance AI.

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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.

1

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.

2

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.

3

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.

4

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.

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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.

Strong
75–100
Narrative is well-articulated and legally sufficient in this area.
Moderate
50–74
Some gaps or weak articulation. Review recommendations before filing.
Needs work
0–49
Significant elements are missing or poorly articulated. Do not file without revising.
Note: Scores reflect the narrative as written — not the strength of the underlying case. A legally sound arrest can still receive a low score if the narrative fails to articulate the facts correctly.
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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.

Reasonable articulable suspicion 0–15 pts

The legal standard from Terry v. Ohio requiring specific, objective facts — not a hunch — that justify initiating contact or a stop.

How to score full points

Describe the exact behaviors, observations, or conditions that prompted contact. Include time, location context, and why those specific facts are suspicious.

Common mistake

Conclusory language like "subject appeared suspicious" or "I had a feeling" without supporting specific facts.

✓ Strong
"At 2300 hours in a documented narcotics area, I observed the subject conduct three hand-to-hand exchanges within 10 minutes, each lasting under 5 seconds with no conversation."
✕ Weak
"I observed the subject acting suspiciously in the area."
Specific observable facts 0–20 pts

The narrative must describe what the officer personally saw, heard, or smelled — not conclusions or assumptions.

How to score full points

Use precise, sensory language. Describe exactly what you observed — movements, objects, behaviors, statements — with specifics like distances, times, and descriptions.

Common mistake

Vague descriptions, characterizing behavior without describing the actual behavior, or using "appeared to be" without describing what was actually seen.

✓ Strong
"I observed the subject reach into his waistband with his right hand, look directly at me, then quickly turn and walk in the opposite direction at a pace faster than normal foot traffic."
✕ Weak
"The subject appeared nervous and was acting like he was hiding something."
Nexus between observations & crime 0–20 pts

The connection between what the officer observed and the specific crime alleged must be clearly articulated.

How to score full points

After describing observations, explicitly connect them to the crime — explain why those specific facts indicate criminal activity rather than innocent behavior.

Common mistake

Describing observations in detail but failing to explicitly connect them to the offense charged.

✓ Strong
"These hand-to-hand exchanges, consistent with narcotics transactions I have observed in over 200 prior arrests, combined with the subject's immediate flight upon seeing my patrol vehicle, established probable cause for possession with intent to distribute."
✕ Weak
"Based on the above, I believed criminal activity was afoot."
Training & experience applied 0–10 pts

Courts give weight to an officer's training and experience when interpreting ambiguous behavior. This must be explicitly articulated.

How to score full points

State your relevant training, years of experience, number of similar cases handled, and specifically how that expertise informs your interpretation.

Common mistake

Saying "based on my training and experience" without specifying what training, how many years, or what that training taught you to recognize.

✓ Strong
"Based on my 8 years as a patrol officer, specialized narcotics training in 2019, and participation in over 150 narcotics arrests, I recognized the described hand-to-hand exchange as consistent with a street-level drug transaction."
✕ Weak
"Based on my training and experience, I knew this was drug activity."
Corroborating evidence 0–15 pts

Additional facts, evidence, or information beyond the officer's direct observations that support probable cause.

How to score full points

Include dispatch information, prior calls for service, other officers' observations, informant tips (if applicable), or any other information that independently supports your probable cause.

Common mistake

Relying solely on one officer's observations without noting any corroborating information that was available.

✓ Strong
"Dispatch confirmed two prior calls for narcotics activity at this location within the past 30 days. My partner, Officer Davis, independently observed the same hand-to-hand exchanges from a position 50 yards north."
✕ Weak
"I observed the above and made the arrest."
Innocent explanation addressed 0–10 pts

A strong probable cause narrative anticipates and addresses why the observed behavior is not consistent with innocent activity.

How to score full points

Acknowledge that the behavior could have an innocent explanation, then articulate why — given all the circumstances — you concluded criminal activity was more likely.

Common mistake

Failing to address the most obvious innocent explanation for the observed conduct. Defense attorneys will raise it at trial — address it in the narrative first.

✓ Strong
"While the subject could have been conducting a legitimate transaction, the location (a known drug corner), time (0200 hours), brevity of contact (under 5 seconds), and immediate flight upon seeing police are inconsistent with a lawful exchange."
✕ Weak
"There was no innocent explanation for what I observed."
Temporal proximity 0–10 pts

The time between observations and the arrest/search must be close enough that probable cause has not gone stale.

How to score full points

Document exact times throughout the narrative. If there is a gap between initial observations and action taken, explain why probable cause remained fresh.

Common mistake

Vague references to time, large unexplained gaps between observations and arrest, or failing to timestamp key events.

✓ Strong
"At 2247 I observed the transaction. I maintained visual contact throughout. At 2249 I initiated the traffic stop — approximately two minutes after observing the hand-to-hand exchange."
✕ Weak
"Later that evening I conducted a traffic stop of the vehicle."
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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.

Chronological order 0–20 pts

Events should be presented in the order they occurred, making the narrative easy to follow and testify to.

How to score full points

Start from the beginning of the contact or observation and move forward in time. Each paragraph should advance the timeline.

Common mistake

Jumping between timeframes, adding events out of order, or referencing something that happened earlier without re-establishing the timeline.

✓ Strong
Clear timestamps at each key event, events described in the order they occurred from initial observation through arrest.
✕ Weak
Describing the arrest, then going back to explain why the stop was initiated, then jumping forward again.
First person & active voice 0–15 pts

Narratives should be written in first person ("I observed") using active voice, making clear what the officer personally did and saw.

How to score full points

Use "I observed," "I asked," "I arrested" throughout. Avoid passive constructions like "the subject was observed" that obscure who did what.

Common mistake

Passive voice ("it was noted that"), third-person references to yourself ("this officer"), or mixing first and third person.

✓ Strong
"I observed the subject reach into his waistband. I ordered him to show his hands. I conducted a pat-down of his outer clothing."
✕ Weak
"This officer observed the subject. A pat-down was then conducted by this officer."
Specific times & locations 0–20 pts

Exact times and precise locations anchor the narrative factually and help establish the timeline in court.

How to score full points

Include specific clock times (not "afternoon" or "evening"), exact addresses or GPS coordinates, and specific location descriptions.

Common mistake

Vague time references ("late at night," "around noon"), approximate locations ("near the park"), or failing to note when key events occurred.

✓ Strong
"At 2247 hours I was traveling southbound on Highway 231 near mile marker 14 in Cannon County when I observed..."
✕ Weak
"That night I was on patrol when I saw a vehicle near the highway."
No conclusory language 0–20 pts

Conclusory language tells the reader what to think instead of showing them facts that lead to that conclusion. Courts disregard it.

How to score full points

Replace every conclusion with the specific observation that led to it. Instead of "appeared intoxicated," describe exactly what you saw: glassy eyes, slurred speech, unsteady gait.

Common mistake

"Appeared suspicious," "appeared intoxicated," "appeared nervous," "I knew this was criminal activity" — none of these are facts.

✓ Strong
"The subject's eyes were glassy and bloodshot, his speech was slow and slurred, and he swayed side to side while standing still."
✕ Weak
"The subject appeared to be under the influence of alcohol."
Objectivity 0–15 pts

The narrative should present facts objectively, without characterizations, opinions, or language that suggests a predetermined conclusion.

How to score full points

Report what you observed, not what you think it means. Let the facts speak for themselves. Avoid editorializing or expressing opinions about the subject's guilt.

Common mistake

Characterizing the subject's demeanor judgmentally, expressing personal opinions, or using language that assumes guilt before arrest.

✓ Strong
"The subject stated, 'I don't have anything on me.' His hands were visibly shaking as he handed me his license."
✕ Weak
"The obviously guilty subject nervously tried to hide what he had done."
Completeness 0–10 pts

The narrative should tell the complete story — from initial observation through disposition — without unexplained gaps.

How to score full points

Include all legally significant events: initial contact, basis for stop, all observations, statements made, Miranda if applicable, searches conducted, evidence found, and final disposition.

Common mistake

Missing the basis for the initial stop, omitting Miranda warnings when required, or ending without noting disposition.

✓ Strong
A narrative covering: initial observation → basis for contact → development of PC → arrest → Miranda → search → evidence → transport → booking.
✕ Weak
A narrative that jumps from initial stop to arrest without explaining what happened in between.
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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.

How to use the defense challenge preview: For each challenge, the app provides a specific counter — what language or information added to the narrative would defeat that argument. Use these counters to strengthen the report before filing.

Frequently asked questions

Does this constitute legal advice?
No. Total Circumstance AI is a reference and review tool only. Analyses are based on general legal standards and do not constitute legal advice. Always consult legal counsel regarding specific cases, charging decisions, and jurisdiction-specific requirements.
Are my narratives stored?
Yes — your analyses are saved to your personal case history so you can reference them later. Your narratives are associated with your account and are not visible to other users. We recommend not including personally identifying information beyond what is necessary for the analysis.
Is Total Circumstance AI CJIS compliant?
Not currently. CJIS compliance is a formal certification requiring dedicated government-cloud infrastructure, audit logging, background-checked personnel access, and a signed security addendum with your state's CJIS Systems Agency — it's a target as the product grows, but it isn't accurate to claim today. Note that report narratives are generally subject to public records law once filed, so this isn't restricted data in the way an NCIC query or active investigation file would be — though some content (victims, juveniles, confidential informants, ongoing investigations) may remain exempt even after filing. Treat the narrative field like any tool outside your agency's RMS: avoid pasting identifying information beyond what's needed for the analysis. All accounts are scoped so you only see your own case history, and all traffic is encrypted in transit.
Will the same narrative always get the same score?
Yes. The rubric is fixed — the same narrative will receive the same score each time it is analyzed. Scores reflect the narrative as written against defined criteria, not AI interpretation.
How accurate are the statute citations?
Statutes are verified via live search of official legal sources at the time of analysis. If a statute cannot be confidently verified, the app will say so rather than guessing. Always independently verify any statute before including it in a report or charging document.
What incident types are supported?
Traffic stop, Arrest, Search & seizure, Search warrant, Use of force, Domestic violence, Drug offense, Property crime, DUI/DWI, Weapons offense, and Other. Select the closest match to get the most relevant analysis.
What jurisdictions are supported?
All 50 states, Federal, and Military (UCMJ). Select your jurisdiction from the dropdown to receive jurisdiction-specific statute verification and legal standards.
How do I manage my billing?
Click "Manage billing" in the app header to access your Stripe customer portal where you can update your payment method, view invoices, or cancel your subscription.
Something isn't working — how do I report it?
Click "Report an issue" in the app header. Describe what you were doing and what went wrong and we'll follow up at info@totalcircumstance.com.