Continuous enforcement

Rechase — Continuous Enforcement
for Trust & Safety

When harmful content is taken down, it doesn't disappear — it comes back, often in modified forms. Rechase tracks and prevents what happens after removal.

Built for Trust & Safety, Integrity, Legal and Content Operations teams

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Live incident feedLIVE
The problem

The hidden cost of reappearance

Every day, Trust & Safety teams remove harmful content that later returns in modified forms.

Removed content returns in modified forms
Each reappearance starts a new investigation
Operational costs climb with every cycle
Enforcement slows down instead of scaling
Result:rising operational cost, slower enforcement

One removed image · returns as 4 “new” files

Re-upload: rotatedrotated
hash #1NEW FILE ✗
Re-upload: croppedcropped
hash #2NEW FILE ✗
Re-upload: recoloredrecolored
hash #3NEW FILE ✗
Re-upload: AI-upscaledAI-upscaled
hash #4NEW FILE ✗

4 separate investigations · same content

The insight

Takedown is a temporary fix — not a resolution

Current systems stop at removal.
They don't track what happens after.

No persistence after removal
No cross-platform visibility
No behavioral tracking over time

Enforcement trail · INC-4821

Content reportedtracked ✓
Reviewed & removedtracked ✓

┈ trail ends here ┈

content reappears — untracked

The solution

A cross-platform memory layer

Rechase links new content to previous enforcement decisions —
preventing “enforcement reset” and maintaining continuity.

+Links reappearances to original incidents
+Detects rephrased text, altered documents, changed metadata
+Maintains continuity across repeated appearances
+Flags reappearance early, before it spreads

INC-4821

Original incident · removed

memory

reappearances linked back

AI upscale variantvia CLIPLINKED
Crop + watermarkvia pHashLINKED
Re-encoded + resizedvia pHashLINKED
Analyst-first dashboard

Everything an analyst needs, in one place

High-precision signals, not raw search results —
built for faster, informed decisions.

+

Similarity scores

Per-signal confidence, not a single opaque number

+

Contextual links

Every match tied back to the original incident

+

Enforcement history

What was decided last time, and by whom

+

Human-in-the-loop

The analyst confirms — the system recommends

INC-4821 · reviewhigh confidence

Similarity by signal

pHash
0.97
CLIP
0.91
SHA-256
miss

Linked incident history

INC-4821Removed — policy 4.2orig. incident
REV-118Confirmed by analystreappearance 1

Recommended action

Link to INC-4821Open as new

Analyst confirms — nothing is auto-enforced

Why Rechase
Efficiency

Drastic reduction in manual re-review cycles.

Risk mitigation

Maintains continuous enforcement of legal and policy decisions.

Scalability

The technical bridge needed to manage content reappearances at scale.

Validation

What professionals say

Takedown is often a first step rather than a final solution.

Legal & Privacy

It becomes an ongoing issue rather than a one-time fix.

Trust & Safety
Early access

Rechase is currently in validation

Built for platforms, Trust & Safety teams, and legal professionals.

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