Spend Control for Content Moderation Agents
Moderation agents review content at platform scale — inference per item, APIs per pipeline. Volume is the whole point; the budget is the guard.
Where moderation agents spend
Review inference per item.
Image and video analysis APIs.
Escalation and routing tools.
The failure modes
A review re-run after a policy change multiplies inference.
Unknown analysis vendors bypass procurement.
Spikes (viral content) hit overage tiers.
Which rules to start with
Per-pipeline daily ceiling.
Category rule: text vs image vs video review.
Merchant allowlist for analysis APIs.
Spend map
| Moderation spend | Control |
|---|---|
| Text review | Per-pipeline ceiling |
| Image/video | Category budget |
| Analysis APIs | Merchant allowlist |
FAQ
Can I budget per queue?
Yes — per-agent rules per pipeline.
Does it slow review?
No — ~5 ms per check.
Related
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