The Sift Blog.
Latest news, product updates, and insights on AI-powered social and community operations.
How Long Does SOC 2 Take a Realistic Timeline
A first SOC 2 Type II report typically takes 6–12 months end to end, while a Type I report usually takes 3–6 months. Type I examines controls at a point in time; Type II requires a 3–12-month observation window to show that controls operate effectively over time. A Fortune 500 prospect asks your team for a Type II report by Q4. The request lands while support is handling billing complaints in social replies, engineering is tracking an outage, and comms is watching for PR risk in mentions.
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The Weekend Discord Dilemma: How Sift AI Keeps Your Server Safe Over the Weekend
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Continuous Improvement Metrics for Social Care Teams
Learn how continuous improvement metrics can transform your social care outcomes. Discover key indicators, tracking methods, and actionable insights to boost
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Voice of Customer Examples: 8 Channel Playbooks for 2026
Voice of Customer Examples from X, Instagram, TikTok, Discord, Telegram, Reddit, and outage surges, with intent tags, routing rules, and team actions.
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Social Media Compliance for Social Ops Leaders
Master social media compliance for enterprise teams. Map DSA and FTC rules, build audit trails, and orchestrate AI triage with human oversight.
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Social Media Listening API: A Technical Integration Guide
Build a production-ready social media listening API strategy. Covers channels, endpoints, rate limits, schemas, webhooks, and routing into care workflows.
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CRM for Customer Service: A 2026 Enterprise Comparison
Compare the best CRM for customer service in 2026 across routing, automation, omnichannel support, SLAs, and pricing for enterprise social care teams.
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Social Customer Service Operations Guide
Master social customer service operations. Learn how to unify inboxes, route intents, balance AI with human support, and hit strict response SLAs.
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Real Time Data Ingestion: The Social Ops Playbook
Master real time data ingestion for social and community operations. Learn streaming architectures, connectors, reliability patterns, and how Sift AI uses them.
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Customer Touch Points Explained and Mapped for Social
Learn what customer touch points are, how to map them across social channels, prioritize intent signals, and route them to the right team with Sift AI.