Community Sift is sunsetting.
Amanda replaces it completely.

Amanda covers everything CS did, plus case management,
compliance, and reporting. Structured migration included.

See how migration works

BEFORE YOU TALK TO ANY VENDOR

Community Sift was
more than a keyword filter.
Your replacement should be too.

Community Sift classifies content across multiple harm categories with sliding risk scores, adjusted enforcement based on user behavior over time, and caught evasion through leet speak, emojis, and obfuscation. Ask every vendor whether they actually cover this ground, not just whether their marketing says so.

Multi language

Risk scoring, not just pass/fail

CS scored content on a sliding scale across categories. A binary safe/unsafe output is not equivalent. Ask whether the platform returns severity levels and topic-level classifications you can act on.

Multi language

Evasion detection

Bad actors obfuscate. CS handled leet speak, emojis used as substitutions, and deliberate misspellings. Ask specifically how the platform handles this,  it’s where keyword filters fall apart.

Multi language

Behavioral context across conversations

CS tracked user behavior over time and shifted individuals between trust states. Repeat offenders faced tighter filtering. Consistently positive users got more latitude. Ask whether the platform does this, or whether every message is scored in isolation with no memory of who sent it.

Multi language

A realistic migration timeline

You have a hard deadline. Get a real number, not a best case. Ask what support is included, what happens after go-live, and who owns the process on the vendor side.

WHY CHOOSE AMANDA

A complete moderation platform
not just a detection API

Real-time Detection
and Automated Enforcement

Catches obfuscation, leet speak, and coded language that keyword filters miss. Handles 70–90% of violations without a moderator touching them.

Case Management
and Human Review Workflows

Cases that need extra attention are automatically prioritised into risk-scored queues, with full conversation context ready for the moderator.

Community Trends
and Moderation Performance

Spot emerging behaviour before it becomes a problem. Understand who your repeat offenders are and how your moderation is actually performing.

Compliance, Transparency
and Audit Trail

DSA, COPPA, OSA and GDPR covered by design. Every decision logged and exportable. No separate compliance project.

Migration to Amanda

Migrating to Amanda does not require rebuilding your moderation setup.
We work with your existing tools, policies, and data to support a controlled and predictable migration.

1

Discovery

2

Connect

3

Transfer

4

Test mode

5

Go live

For more details including API mapping and rollout options:

Most migrations go live within 30 days

Book a 30 minute call and we’ll tell you what that looks like for your platform