The Sift Blog.
Latest news, product updates, and insights on AI-powered social and community operations.
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Suspicious Activity Detection: Key Signals and Playbooks
Learn how suspicious activity detection works, common signals, and effective playbooks to protect your organization in 2026.
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Natural Language Understanding for Social Care Teams
Learn how natural language understanding helps social care teams triage noise, detect intent, and route customer issues across X, Instagram, Discord, and more.
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Case Management System: Features, KPIs, and Best Practices
Learn how a case management system supports social care and enterprise workflows. Compare features, KPIs, and implementation best practices.
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Permission Management for Social and Community Ops
Learn how permission management protects social and community ops, with RBAC and ABAC models, SOC 2 and ISO controls, and a practical implementation checklist.
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Implementation Timeline: A Plan That Actually Works
Build an implementation timeline that survives real-world rollouts. Learn phase mapping, dependency tracking, and risk buffers.
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Discord Monitoring for Enterprise Teams: A Practical Guide
Learn how enterprise teams approach Discord monitoring for moderation, customer signals, and compliance with this practical guide to architecture and playbooks.
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Instagram DM Automation for Enterprise Social Care Teams
Master Instagram DM automation for enterprise social care. Learn routing, compliance, human handoff, and KPIs to scale support without losing quality.
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Operational Efficiency Improvement: A Playbook For
A step-by-step playbook for operational efficiency improvement in social care. Map workflows, automate triage, and measure impact.
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Customer Service Standards That Actually Work on Social
Learn how to set customer service standards for social and community ops, from SLAs and tone to escalation, privacy, and KPIs that hold up at enterprise scale.