AI workflow automation involves software systems that use artificial intelligence to execute repeatable tasks and multi-step business processes. Truncated covers enterprise tools, integration platforms, productivity features, and industry adoption trends.
AI-generated summary Security experts discuss the concept of VulnOps as a proposed phase in AI-assisted cyber defense to make vulnerability management scalable and automated. Practitioners express differing views on whether VulnOps represents a fundamentally new discipline and how much human control should remain in remediation processes.
AI-generated summary Invoca released the Broken Funnel Report on November 10, 2026, stating that 74% of US consumer-brand marketers running AI agents cannot track leads from the first ad click to a sale. The survey of 451 marketing leaders found that only 19% of those running agents can reliably send conversation outcomes back to their ad platforms.
AI-generated summary Zurich-based spin-out Devia has emerged from stealth to apply AI agents to pharmaceutical quality investigations and deviation management. The company states that its platform structures initial reports, gathers evidence, drafts root-cause analyses, and prepares corrective actions for human review.
AI-generated summary Zum introduced the Zoe conversational AI assistant inside its CMX platform to help school transportation teams analyze district operating data. Zum states that Zoe follows existing permissions, keeps student data secure, and leaves route changes and driver assignments under staff control.
AI-generated summary Salesforce introduces Salesforce Catalog to provide AI assistants and agents with an up-to-date index of how an organization is built. Salesforce states that the new offering covers objects, fields, flows, Apex, permission sets, users, and Data 360 organizations.
AI-generated summary Inkbox announced the release of hosted agents that enable artificial intelligence agents to operate on Inkbox with dedicated email addresses and phone numbers. Every hosted agent receives an individual cloud computer to retain files across sessions, install applications, and execute scheduled tasks.
AI-generated summary Zendesk introduced an Outcome AI Platform that charges businesses for problems solved rather than for the number of users. The company announced the new platform on Tuesday in San Francisco during its AI Summit.
AI-generated summary Salesforce discusses the Security Reporting Agent, an Agentforce-powered and Slack-native assistant built by its internal security team to serve as the frontline entry point for internal security concerns. Salesforce states that the system triages reports, opens structured cases, answers common questions, and routes non-security issues to the right teams.
AI-generated summary Commvault introduced Recovery Studio at the Commvault Shift conference to bring full-stack recovery orchestration to organizations. Commvault also expanded Commvault AgentRecover to include support for Microsoft Foundry and Amazon Bedrock.
AI-generated summary Orvera AI was named a Major Contender in Everest Group's Conversational AI and AI Agents in Customer Experience Management (CXM) Products PEAK Matrix Assessment 2026. Ali Merchant says the company builds and runs agents on stacks customers already have while Agent Assist sits beside human agents.
AI-generated summary Salesforce details a contact center platform that combines AI agents, human representatives, and customer data onto a single foundation. Salesforce says technical teams can use plain-language prompts and developer tools to configure systems and automate the setup process.
AI-generated summary IRS officials are looking to artificial intelligence to handle redundant tasks following staff reductions. Lia Colbert says the technology reduces repetitive work so employees can focus on complex tax matters.
AI-generated summary Anthropic announced expanded interactive connectors and new tools designed to let Claude work directly inside enterprise applications. Anthropic says the new capabilities allow Claude to open full software interfaces, retrieve information, and make changes across various platforms.
AI-generated summary Salesforce announced that AI Skills in Agentforce Coworker are now generally available to help users define reusable instructions for agents. Salesforce says the new capability allows employees to turn their routine workflows into agentic skills through a conversation with Coworker.
AI-generated summary Michigan is preparing to test a new scoring system developed by Recidiviz to help assess security levels for incarcerated individuals in state prisons. Recidiviz states that the technology does not use artificial intelligence to calculate security scores, relying instead on predetermined rules while corrections staff make final decisions.
AI-generated summary Google announces new features and expanded availability for Gemini Intelligence across multiple Android devices and hardware models. Google says the update introduces tools like Rambler and task automation to help users manage everyday tasks.
AI-generated summary Google is expanding Gemini Intelligence and Proactive Gemini Actions to older Pixel phones through the November Pixel Drop. The update brings features like Rambler and multi-step automations for ride-hailing and restaurant reservations to select regions.
AI-generated summary ADWEEK explores how artificial intelligence and deep learning are reshaping modern marketing strategies beyond cookie deprecation. Cognitiv president Eric Danetz and Mars executive Nicole Vinson discuss utilizing behavioral data and clean room technology to drive business results.
AI-generated summary Forbes published an article examining why most enterprise artificial intelligence spending automates the wrong part of business workflows. The author described using Claude to increase outbound email volume and discussed survey findings regarding enterprise artificial intelligence adoption.
AI-generated summary Zillow Rentals is deploying proactive AI agents from Actively to more sales teams following a four-week pilot that evaluated customer accounts and prepared daily actions. Kelly McCauley of Zillow Rentals says the agents help sales representatives spend less time on research and more time having productive conversations.
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