Teams | Collaboration | Customer Service | Project Management

How Time Doctor uses AI models to turn activity data into actionable benchmarks.

HR shared services were designed to centralize support and improve efficiency, but many teams today are still overwhelmed with repetitive employee requests, from leave queries and payroll questions to policy clarifications and onboarding support. Despite having shared service models in place, HR teams continue to face delays, rising ticket volumes, and increasing pressure to meet SLA expectations. The core issue isn’t centralization, it’s the reliance on manual case handling.

HR teams spend a huge chunk of their day-to-day time on mediocre and repetitive tasks. The irony is that this also forces employees to lose productivity hours while searching for the right answer to their routine queries. This aligns perfectly with what Deloitte’s Global Human Capital Trends 2025 survey reported. According to it, 41% of HR teams’ time is spent on work that doesn’t contribute to the value their organizations create.

AI transparency builds trust, ensures fairness, and complies with regulations. Dive into the benefits, challenges, and strategies to achieve transparency in AI.

Cross-posted from Atolio’s announcement. Atolio, the only fully self-hosted, AI-powered enterprise search platform designed for security-conscious organizations, is excited to announce it now offers a native connector for Zulip, the team chat platform that gives security-first organizations complete ownership of how, where, and by whom their conversations are stored and accessed.

If you run secure messaging at scale, you already know the problem: the information was shared, the thread exists, and nobody can find it when it counts. In high-stakes environments, scattered knowledge is a mission risk. In Rocket.Chat v8.0, we built Intelligent Search to close that gap. We stress-tested it against 1.2 million real, messy, conversational messages, the kind that actually move through operational environments, and published every result including the uncomfortable ones.

Introducing Remix with Rovo and partner agents in Confluence — a new way to instantly transform Confluence pages into charts, prototypes, presentations, and apps.