Orchestration

How enterprises coordinate and scale AI in production. Multi-agent workflows, AIOps, monitoring, and the operational patterns that decide whether a deployment actually holds up.

Subscribe to get latest news!

Deep insights for enterprise AI, data, and security leaders

By submitting your email, you agree to our Terms and Privacy Notice.

Nuneybits Vector art of lone figure confronting fragmented clou e6f1c924-f33c-4829-8924-c3ff7fdd95c1

Your files stay put: Perplexity’s hybrid AI keeps confidential data off the cloud

The company says it is the first time an AI agent can begin a task in the cloud and dynamically hand off the confidential portions of that same task to a model running on the user's own hardware, without restarting the job or losing context. The feature becomes available today through Perplexity's desktop app for enterprise customers that opt in, as well as Pro and Max subscribers, on any Apple silicon Mac running macOS 15 or later.

Nuneybits Vector art of Salesforce-blue cloud entering Anthropi 4b5f4f7e-ac1f-4543-8a00-fc53aee3b41e

Salesforce just put its entire CRM inside Claude — and says you’ll never need its app again

The centerpiece of the announcement is Salesforce in Claude, a plugin for Anthropic's Claude CoWork that ships with 37 pre-built sales skills — covering meeting preparation, deal health reviews, and pipeline analysis — and lets sellers query, update, and act on live CRM data without ever opening Salesforce itself. The product is available to select pilot customers today, with an open beta planned for September and additional skills for other business functions beginning to launch in the third quarter.