Use-case playbook
Multi-source evidence review for video investigation workflows
Multi-source evidence review brings footage from different sources into a searchable, structured workflow without losing the timestamped context needed for analyst review, reports, records, and governed handoff.
The evidence problem is fragmentation
Investigations and operational reviews rarely happen in one file. The relevant moment may be split across camera angles, submitted clips, drone footage, meeting recordings, field audio, images, notes, and reports.
VideoVector creates a searchable evidence layer across approved media sets. Analysts can narrow a review by event, action, location, actor description, time window, spoken context, visual context, or structured incident fields.
The product is designed to accelerate discovery and structuring while keeping consequential decisions in human review. Each result can preserve timestamps, evidence notes, uncertainty, and downstream handoff context.
Review workflows
Example review timeline
A multi-source workflow can keep each timeline claim linked to its media source.
{
"case_id": "facility_review_2026_05",
"timeline": [
{
"time_window": "21:14:00-21:18:30",
"source": "north_loading_bay_cctv",
"event": "restricted_area_entry",
"evidence": "Person enters marked area before forklift movement.",
"confidence": "review_required",
"next_step": "Compare with adjacent camera angle and access logs."
}
],
"open_questions": ["Badge status", "Presence in west corridor feed"]
}Governed operating model
- Set scope by case, facility, archive, time window, agency, team, or index so search does not drift into unrelated media.
- Use schema-aware prompts to align extraction with policy, reporting, and records requirements.
- Keep timestamps and evidence notes visible so reviewers can validate each generated field.
- Use exports, APIs, and webhooks only after review workflows define what is approved for downstream systems.
Connected capabilities
Frequently asked questions
Explore related pages
Related workflows, technical foundations, and next steps.
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