
What courts require before probabilistic genotyping reaches a jury
Probabilistic genotyping software turns complex DNA mixtures into likelihood ratios; since the PCAST report of 2016, courts have demanded validation studies first.
Software reviews the platforms carrying modern casework: records management systems, digital forensics suites, evidence storage, disclosure workflows and courtroom presentation tools. Assessments cover accuracy, audit trails, cost and vendor lock-in. Written for departments, law firms and court administrators choosing systems that will later be challenged in hearings.
Software coverage from Daily Detective News.

Probabilistic genotyping software turns complex DNA mixtures into likelihood ratios; since the PCAST report of 2016, courts have demanded validation studies first.

Body cameras turned discovery into a data problem measured in hours of video; platforms built for indexing and sharing now sit between prosecutors, defense and courts.

Automated redaction tools blur faces and mute audio before body camera video goes public; some states' deadlines, like California's 45-day rule, leave little slack.

CODIS compares crime scene profiles against a national database of millions of offender profiles, and familial searching extends the match to relatives.

Case management systems track the deadlines, evidence and people in thousands of criminal cases, in a process where more than 95 percent of federal convictions come from pleas.

Every activated body camera produces hours of stored video, and commercial platforms — not public statutes — decide much of how that video is kept and shared.