Use Cases
Rigr AI’s platform is used in real investigations where time pressure, evidential integrity, and security constraints are critical. Each scenario below names who it is for and where to start.
Triage of large video seizures
For digital forensics and investigation units. When investigators seize devices containing thousands of hours of video, manual review is impractical. The platform enables rapid navigation and prioritisation based on visual content, transcription, and enrichment signals. Start with VST Teams or the digital evidence backlog page.
Grading seized imagery by severity
For child-protection and online child sexual exploitation teams. VST classifies every image in a seizure and sorts by severity, so the worst material is reviewed first and kept off reviewers’ screens until it has to be seen. The severity scale is your team’s, a person confirms every classification, and known-material hash matches are shown separately from the model’s opinion. Start with the classification review tour.
Identification of victims and suspects
For victim identification teams. Face detection and extraction workflows support identification efforts across large media volumes, with extracted key frames available for review and cross-referencing. Age estimation gives an apparent age with its uncertainty — a signal for prioritisation, not a determination of legal age.
Where was this taken?
For victim identification, OSINT and intelligence analysts. Image geolocation estimates likely capture locations for images and video, indoors and outdoors, ranked with confidence scores — a shortlist to narrow a search or support a jurisdictional assessment, for an analyst to confirm. See image geolocation for investigations.
Cross-border evidence preparation
For investigators working across jurisdictions. Multilingual transcription, translation, and summarisation capabilities support evidence preparation for cross-jurisdictional cases, reducing translation overhead and accelerating timelines. A working translation is a triage aid; formal evidential use may still need a human or certified translation.
Multilingual transcript analysis
For analysts reviewing chat logs, calls and interviews. Chat logs, audio recordings, and transcripts in multiple languages can be processed, translated, and summarised to identify key statements and entities relevant to the investigation. See transcription and summarisation.
Audiovisual discovery review for criminal defense
For US criminal defense practices. Criminal-defense practices receiving bodycam, dashcam, interview and jail-call discovery can transcribe, translate and search that material on a workstation in the office, with every summary linked back to the recording it came from. See criminal defense video evidence.
Routing user uploads on a platform
For trust & safety and moderation teams. Media Examiner returns sexual-content detections together with apparent developmental stage and, where a face is visible, apparent age with calibrated uncertainty — so a platform can auto-handle the clear cases and send the uncertain ones to a person. These are visual estimates, not identity or age verification. See trust & safety image moderation or get an API key.
For case studies and detailed operational examples, contact Rigr AI.