Topic
Category of software for building, deploying, governing and monitoring AI models and agents in business, offered by cloud, SaaS and data vendors.
Kore.ai's Autoloop keeps retuning AI agents after launch, and the company cites its own survey in which 79% of enterprises had reversed an agent's action. For the teams running those agents, the useful piece is a check that scores each change against all of their goals together.
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MongoDB shares fell as much as 27% on Monday after Meta hired its chief executive, CJ Desai, to lead a new enterprise AI platform. The move gives software boards a live succession case, though one departure is too little to call a pattern.
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Dataiku ships Agent Management in October with connectors into Salesforce, AWS, Microsoft and Google agent runtimes, metered per agent monitored. The bill grows with every agent the inventory turns up.
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A Microsoft education partner argues the evaluation window is itself the exposure window, citing a survey in which most security professionals knew or suspected unapproved AI use. The test he proposes is one conversation with the CIO or CISO and four document requests.
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SAP is folding n8n's visual canvas into Joule Studio so multi-agent flows run on an SAP-hosted runtime with SAP's own governance and observability, and general availability is anticipated in Q3 2026.
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MCP's discoverability puts the tool schema and the description text on the server side of the connection, so Foundry's Toolbox holds the credentials and the allow-list that decide what an agent accepts.
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The upcoming technical preview in Red Hat OpenShift AI 3.5 runs the combinations and compiles the winner into a deployable pipeline. The test data and the metric it scores against are still yours to supply.
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Salesforce put Data 360, Informatica, MuleSoft, Tableau, Agentforce and Guardian under one new control plane on Thursday. The loops that run agents inside its own tools still belong to Mastra and the Claude Agent SDK.
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The release promises hardware-to-software isolation and priority-aware scheduling on shared GPU infrastructure. The account of it describes the properties an operator gets without naming the mechanism that enforces them.
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Gemini Enterprise for Legal plugs into iManage, NetDocuments, RelativityOne and two rival assistants. What Google is actually selling is the governance layer, not the drafting.
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Google put the same 3.7 Flash behind its API, Vertex, Gemini Enterprise and AI Mode in Search on August 13. The payoff is fewer evaluations to run, not a new capability tier.
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