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LIVE STREAM MODERATION · REAL-TIME

AI-Powered
Live Stream Moderation

Real-time AI safety for live broadcasts. Detect violations in milliseconds across visual frames, audio, and on-screen text — before they reach your audience.

<200ms
End-to-end Latency
4/sec
Frame Sampling
3streams
Visual · Audio · OCR
live-monitor · 24/7
6 ROOMS · 1 CRITICAL
risk flaggedmanual review
ROOM #A41 LIVE
720p12.3K
hellofollowed
ROOM #A42 OK
1080p8.1K
new fangreat
ROOM #A43 OK
720p4.7K
emojishared
ROOM #A44 OK
1080p15.2K
gift x8joined
ROOM #A45 OK
720p2.9K
clapsafe
ROOM #A46 OK
1080p6.5K
HIGH RISK · ROOM #A41 · sexual.suggestive_pose frame 00:14:23 · score 891 · detected at 142ms
Latency
142ms
Streams
6/6
Frames/s
4.0
Action
BLOCK
<200ms
Detection Latency
10+ Risk Types
Live Coverage
50+
Languages Supported
99.5%
Recall on Live
Detection Coverage

Ten risk categories.
Every angle of a live broadcast.

Each category covers a specific failure mode in live streaming — from visual policy violations to acoustic risks and identity-level enforcement. Configure thresholds independently per category.

Pornography
Identify obscenity, pornographic comics, and child nudity. Multi-level severity scoring across explicit, suggestive, and softcore tiers.
TIER · CRITICAL
Violence
Real-time flagging of riots, terrorist symbolism, weapons, blood, and child-violence scenes within live broadcast frames.
TIER · CRITICAL
Illicit Advertising
Detect watermark ads, personal-contact screenshots, QR codes, and brand logos used to bypass moderation.
TIER · HIGH
Low-value Content
Identify low-quality footage, empty broadcasts, static scenes, and visually negative content that degrades viewer experience.
TIER · MODERATE
Minor Identification
Fine-grained age estimation to detect the presence of minors in live streams — critical for child-safety compliance.
TIER · HIGH
Suggestive Acoustics
Detect suggestive breathing, moaning, and rhythmic chanting through acoustic analysis — goes beyond simple speech-to-text.
TIER · HIGH
Prohibited Goods
Audio + visual identification of narcotics, gambling, contraband, weapons, and unauthorized transaction prompts.
TIER · CRITICAL
Insult & Harassment
Recognize harassment, slander, slurs, and targeted attacks across spoken language, on-screen text, and danmaku.
TIER · HIGH
Voice Label
Voiceprint biometric recognition to identify recurring offenders and ban evaders across sessions and accounts.
BIOMETRIC
Logo Watermark
Recognize brand logos, platform watermarks, and politically sensitive icons embedded in broadcast frames.
BRAND SAFETY
Core Engine

Three signals.
One verdict.

A single broadcast generates parallel streams of visual, acoustic, and textual data. Our engine analyzes all three simultaneously and reconciles them into one policy decision — in under 200 milliseconds.

SYNCHRONIZED MULTIMODAL

Visual + audio + on-screen text. Cross-verified in parallel.

Single-modality moderation misses the most common bypass techniques. A clean visual frame can ride on top of explicit audio; a benign caption can mask a violent gesture. Our engine fuses three independent detection streams and only signals when the combined evidence crosses your policy threshold.

  • Visual — frame-level analysis at 4 FPS with bbox-level evidence
  • Audio — ASR plus non-verbal acoustic risks (moaning, slurs)
  • OCR / Danmaku — burned-in text, captions, bullet chats
VISUALframe#1248
874 · CRIT
AUDIO12.4s clip
412 · MOD
OCR"add me on..."
PII · MASKED
FUSEDpolicy.live_strict
BLOCK
SUB-200MS DETECTION

Millisecond-grade response. Invisible to viewers.

Every second a violation is on air, it reaches more viewers and creates more exposure. Our processing pipeline is built for the p95 latency that matters — not the average. Even at peak load, 95% of decisions arrive in under 200ms, with hard cutoffs to prevent any single decision from blocking the queue.

  • Median latency 142ms · p95 under 200ms · p99 under 350ms
  • Graceful degradation under burst load — no decision starvation
  • Real-time processing ratio of 0.3 — 1 hour of stream in 18 minutes
P95 LATENCY · LAST 24H 142ms AVG
200ms SLA
p95 latency median SLA threshold
Why DeepCleer

Built for the cost of going live.

A bad frame on a livestream is on air for as long as it takes to detect it. Everything we build optimizes for that window.

01
Millisecond Detection Speed
A refined real-time pipeline that closes the gap between violation and enforcement to under 200ms — fast enough to act before the next frame.
02
Closed-Loop Operations
Every flag enters a review-and-retrain loop. Hundreds of millions of training samples are iterated continuously to counter the latest bypass tactics.
03
Global-Scale Elasticity
Multi-region clusters auto-scale to billions of frames daily. Peak-traffic events — sports, festivals, product launches — never starve the queue.
04
Policy-First Configuration
Bring your own policy taxonomy or start with ours. Configure thresholds, actions, and appeal flows per category — no code change required.
Onboarding

Get started in 3 steps.

Deploy industry-leading moderation with a seamless onboarding process — most teams ship to production in under a week.

01
Quick Start
Contact us to activate your account and start your onboarding journey with a dedicated solutions engineer.
02
Tailored Strategy
Define your custom moderation strategy — risk taxonomy, severity thresholds, action policies — with our specialists.
03
Seamless Integration
Integrate our API with native SDKs (Python, Node, Go, Java) and go live with real-time content protection.

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