Project
Salesforce's platform for building and deploying autonomous AI agents that handle business tasks like customer service and sales within its CRM ecosystem.
Salesforce is packaging Anthropic, GitHub, Cognition and Vercel agents into Slack channels. The shared piece is not a model or a runtime. It is the conversation.
Perspective Coverage
3 publishersReality
Agentforce and Data 360 annual recurring revenue is real and it recurs. Almost everything else in the quarter landed within a rounding error of consensus, or came from paper marks.
Perspective Coverage
3 publishersReality
Salesforce and Nvidia post-trained Koa on simulated CRM workflows and claim three times fewer errors than leading general-purpose models. The published record describes the training data two different ways.
Perspective Coverage
3 publishersReality
ServiceTitan switched off Podium's integration after nine years and, SaaStr says, kept essentially every shared account. Inside Salesforce's quarter, the data segment added $730 million and the record segment about $450 million.
Reality
At Dreamforce 2026 Salesforce showed a way into its software with no user interface at all. The analysts who covered the event say the pricing is unsettled and the agent stack underneath is still early.
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SaaStr published a screen-by-screen account of the agent stack behind its sponsorship business. Its own figures put three people and more than 21 agents against 3 million site sessions and about 600 booked meetings.
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Nvidia's Jensen Huang told frontier labs to run as fast as they can. On the Dreamforce floor, the Salesforce customers and partners CNBC quoted said last year's models already cover the work they sell, and one of them would welcome a pause.
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SiliconANGLE's Breaking Analysis argues agents will compose the interface inside Slack or Claude. Qualitate's channel checks find the customers who have costed that out mostly expect their Salesforce bills to grow.
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The Dreamforce release says every AIforce request runs on the permissions already configured in Salesforce and every action routes back through it. The reading it enables spans hundreds of records at once, and the page layout is gone.
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Claudeforce launches with 37 prebuilt sales skills inside Anthropic's assistant, and Salesforce says actions route back through its platform so the org's rules still apply. The permission sets decide what a skill can write.
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The expanded partnership also makes Salesforce capabilities callable from Gemini Enterprise with no connector to build, because both sides implement the open Model Context Protocol. Teams already on Agentforce get that part without new work.
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Koa is a post-trained Nemotron 3 Super running inside Salesforce's trust boundary, taught by reinforcement learning on simulated enterprise workflows. The case the company makes for it rests on consistency and inspectable provenance.
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The MIT-licensed framework gives agents one command grammar for Salesforce, ServiceNow, DocuSign and Agentforce. The safety metadata a host checks before running a command comes from provider authors the project leaves unnamed.
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Salesforce Core failed globally on the second morning of Dreamforce 2026, and the standard Apex loop keeps its compiler, test runner and debugger inside the org. The only account of shipping through it comes from a toolmaker.
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AIforce opens Salesforce data, workflows and permissions to Claude, Slack and its own Lightning screen with no migration. The adoption figure it gave for Agentforce Coworker counts activations over 35 days.
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Koa was trained on synthetic data drawn from nearly 30 years of Salesforce deployments and runs inside Agentforce, where Anthropic's Claude now arrives as Claudeforce with 37 prebuilt skills. Admins get two model layers to answer for.
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SaaStr's answer to a hypothetical values a never-sold Slack at $16 billion to $20 billion, an estimate that depends on Atlassian's cross-sell economics and on a Slack revenue figure Salesforce last put in writing for fiscal 2023.
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Anthropic's 37-skill beta reads only what a user's Salesforce permissions allow and writes back only after that seller approves each change. The approval is a default setting. Revenue teams now have to govern it.
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Enterprise software was bought on Monday morning while the QQQ fell 2%, a four-point spread inside technology that arrives with two ServiceNow target raises already published before Dario Amodei's weekend essay.
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At Dreamforce 2026 the company said Model Context Protocol will carry its context and actions into both hyperscalers' agent products, while AWS agents move into Slack. The connector work becomes a scoping job.
Reality
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