Xong AI
Solution

Vision & Video Intelligence

Extract defensible evidence from visual data with timestamped events, traceable outputs, and auditor-friendly review workflows.

Audit video evidence illustration

What it does

Detect events, extract clips/frames, run OCR, and package evidence, then attach it to cases via WebKit tools with full traceability.

Event detection
Detect relevant actions and anomalies; create an indexed timeline for fast review.
Evidence packaging
Export clips, annotated frames, and timestamps for audit-ready reporting.
Workflow orchestration
Multi-step pipelines with gating, retries, and HITL escalation for uncertain detections.

How it works

From footage to structured audit evidence

Clear timestamps, evidence links, and human review notes - not black-box model output.

Vision analytics flow diagram

Feature highlights

From footage to structured audit evidence

Event detection
Detect relevant actions and anomalies; create an indexed timeline for fast review.
Evidence packaging
Export clips, annotated frames, and timestamps for audit-ready reporting.
Workflow orchestration
Multi-step pipelines with gating, retries, and HITL escalation for uncertain detections.
System integration
Attach evidence to case systems, ticketing, or CRM records using WebKit tools.
Governance
Session traces tie each detection to source frames and downstream actions for defensibility.
Scalable processing
Batch or streaming processing depending on your audit and monitoring needs.

Evidence pipeline signals

Measure detection quality and audit readiness.

Track event detection accuracy, evidence completeness, and review throughput across video sources.

  • Detection confidence per event type.
  • Evidence completeness and packaging time.
  • Reviewer throughput and escalations.
Vision signal map
Illustrative signal distribution across detection and review.
Detection quality
Scored
Confidence + false positives.
Evidence pack
Complete
Clips, frames, OCR, notes.
Review flow
Tracked
Queue time and SLA.
Traceability
End-to-end
Frames tied to actions.

Proof

Auditor-ready evidence

Teams generate timestamped evidence bundles with clear provenance for compliance and investigations.

Timeline index
Jump to candidate events with confidence scoring.
[
  {"ts":"00:12:41","event":"handoff","confidence":0.91},
  {"ts":"00:26:10","event":"restricted_area","confidence":0.88}
]
Evidence bundle
Clips + frames + OCR + reviewer notes.
{
  "clips": ["cam1@00:12:35-00:12:55.mp4"],
  "frames": [{"ts":"00:12:41","bbox":[...]}],
  "notes": "Reviewed by auditor"
}
Vision pipelines

Want to automate audit evidence processing?

We will build a vision pipeline with event indexing, HITL review, and tool-driven evidence attachment fully traceable.

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