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Quick Scan
This page surfaces what the pipeline has already found — manipulation patterns, report-transcript discrepancies, compliance windows, and items needing your attention. All findings require human review before reliance.
Needs Attention
0Manipulation Patterns
Gaslighting, blame-shifting, reality denial, or authority intimidation detected in transcripts.
Report vs. Transcript
Officer report claims that diverge from BWC transcript evidence.
Compliance Windows
Command-to-force intervals, compliance time given, and de-escalation pauses measured from BWC footage.
Plea Coercion Indicators
Extended detention, IAC patterns, Brady suppression signals, or coercion indicators detected.
Speaker Dynamics
Power imbalances, interruption patterns, and command density detected in conversation analysis.
Witness Corroboration
Cross-source event correlation — supported, contradicted, or unaddressed claims across evidence.
Run the pipeline to see scan results
Upload evidence files and run the processing pipeline. Quick Scan will surface manipulation flags, report-transcript discrepancies, compliance windows, and more.
Go to EvidenceManipulation Pattern Flags
- No manipulation patterns detected. Run the pipeline on uploaded evidence to scan for patterns.
Report vs. Transcript Discrepancies
- No discrepancies detected. Upload both a report and BWC transcript to compare.
Compliance Window Analysis
- No compliance window flags. Process BWC footage with the video pipeline to analyze temporal sequences.
Plea Coercion Indicators
- No coercion indicators detected. Upload case evidence to analyze for coercion patterns.
Speaker Dynamics Analysis
- No dynamics flags. Process BWC footage with diarization to analyze speaker patterns.
Witness Corroboration Matrix
- No corroboration data. Upload multiple evidence sources to map cross-source alignment.
All scan findings are pattern detections, not conclusions. They identify language patterns and temporal measurements for human review. No finding implies intent, guilt, or credibility. Items marked Unsure — Needs Review have low confidence scores and may be false positives — they require manual verification before any reliance. Confidence scores reflect how well the pattern matches known models, not the truth or falsity of the underlying content. All results must be independently verified by a licensed attorney.