Evaluation, Trust & Safety · Content Moderation

24×7 moderation
that respects context.

Multilingual human-in-the-loop moderation across text, image, audio and video. Policy calibration, escalation queues, and sub-second SLA — at the scale of consumer apps.

Capabilities

Built for production, not just demos.

  • Text, image, audio and video moderation
  • 60+ languages with native moderators
  • Custom policy calibration with your trust + safety team
  • Tiered review — automated classifier + human escalation
  • Wellbeing support for moderators (mandatory)
  • Live dashboards with block-rate + drift signals
  • Sub-second SLA for tier-1 categories
  • Periodic moderator-policy refresh + recalibration
Specs at a glance
SLASub-second p50 (tier 1)
Throughput150k actions/day per pod
Languages60+
ModalitiesText · Image · Audio · Video
Pod redundancy3 regions, 24×7
Reviewer welfareCounsellor on-staff + capped exposure
Workflow

How a typical engagement runs.

Step 1

Policy

Co-design or import your trust + safety policy with rule examples.

Step 2

Calibrate

Moderator pool completes gold tasks per policy section; tune anchors.

Step 3

Integrate

API + webhook integration with your platform; tier routing rules.

Step 4

Operate

24×7 multilingual queue with live dashboards + automated alerts.

Step 5

Iterate

Weekly policy reviews; emerging-pattern detection feeds back into rules.

Deliverables

What you get in your bucket.

Real-time moderation API
Decision log + rationale per action
Daily / weekly block-rate dashboards
Emerging-pattern + drift reports
Policy + guideline library (versioned)
Quarterly welfare + workforce report
FAQ

Questions, answered.

How do you handle moderator welfare?

Capped daily exposure to high-severity content, mandatory rotations, on-staff counsellors, and quarterly welfare reports. We take this extremely seriously.

What's your SLA?

Sub-second p50 for tier-1 categories (CSAM, immediate physical harm). Standard tier-2/3 reviews complete in <60s.

Do you support image + audio + video?

Yes — all four major modalities. Video uses sampled keyframes + audio; we can also do full-stream review.

How does policy calibration work?

We onboard your existing rulebook, build a 200-task gold set per major category, calibrate moderators against it, and refresh quarterly as policy evolves.

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