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 Cogent has partnered with OpenAI to launch Cyber Defense Factories designed to automate vulnerability remediation for enterprises using models including GPT-6.1 Sol and GPT-5.6. Cogent says its AI agents have reportedly reduced the mean time to remediate vulnerabilities by 75% and increased triaged vulnerabilities by a factor of five.
AI-generated summary No-Code: NYC has scheduled a free AI builds show and tell gathering for November 21, 2026, at Nomadworks Times Square in New York. The event format combines hands-on building and participant demonstrations with sponsorship from XRay.Tech, Barndoor Automations and Base44.
AI-generated summary Block Convey is hosting the Money Talks 3 AI and finance hackathon in New York on November 21, 2026, featuring small-team builds combined with finance mentor input. Block Convey says participants will use PRISM so judges can inspect agent traces covering model exchanges, conversations, and runs.
AI-generated summary Druva has announced Druva Agent Recovery to help organizations restore individual AI agents without needing to roll back entire environments. The company states that initial support begins with Microsoft Copilot Studio, alongside added protection for Microsoft Power Platform.
AI-generated summary Gartner survey data cited in the source shows that only thirty-one percent of CIOs reported having guidelines for deciding when an AI pilot should not advance to production. The source also mentions Microsoft guidance for Copilot Studio and the NIST Generative AI Profile as references for evaluating different levels of application use and testing.
AI-generated summary EX.CO has introduced a new artificial intelligence assistant built into its reporting tools to help customers pull and analyze performance data. Publishers can use plain language to ask questions about performance and receive reports and analysis within seconds.
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.
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