Last week, Anthropic and Salesforce announced the latest advancement in their high-profile partnership: Claude Tag. Intended to be a new way for Salesforce customers to use Claude within Slack, it was an announcement that was both exciting and confusing.
Claude Tag, according to Salesforce, has a worthy place within Slack, offering its customers the chance to work with their preferred AI tool on the platform. But here is where the lines start to blur – what use do we have for tools like Slackbot and Agentforce now?
The Premise of Claude Tag
Once installed into your Slack workspace, users can now type @Claude in any channel to instantly loop in Claude Tag to collaborate on workflows, requests, and ideation in real time. It’s what Anthropic is calling the “evolution of Claude Code”, making the model more proactive and more efficient across teams, with the ability to work with context and operate asynchronously.
Salesforce has historically said that Claude acts as a “foundational model” for its Agentforce 360 Platform, with Claude, Agentforce, and Slack working together to deliver AI outcomes. However, Claude is not a Salesforce product – it is an Anthropic product that the SaaS leader has recognized that it needs on its side due to its popularity. With this in mind, Salesforce wouldn’t champion Claude over its own AI products, would it?
Company Confusion
I wrote last week that it is clear Salesforce and Anthropic are betting on “ambient AI” with Claude Tag, and whilst that has promise, where does this leave Agentforce?
Whatever the answer may be, it’s clear that Salesforce’s own employees are confused about the matter. The Information reported that Salesforce promoted Anthropic’s new product on social media even as it competes directly with Salesforce’s own Slackbot and Agentforce platform, and that some employees saw the difference between Slackbot and Claude Tag as “miniscule”.
According to the publication, employees were having conversations about the Anthropic product in their own Slack chat groups, and this uncertainty has been further exacerbated by Anthropic staffer Andrej Karpathy, who wrote on X that “This is not a ‘feature’ like some crappy Slack bot.…”. This post has since been deleted.
Even Guarav Kheterpal, a member of a Salesforce Advisory Board, wrote on LinkedIn that he was “genuinely excited […] and confused by the Claude Tag announcement and how it fits the overall puzzle together with Slackbot.”
Despite this, it appears that this news has pleased investors, as the stock is up 8.35% in the last five days at the time of writing.
Understanding the Technology
It must be noted that Claude Tag isn’t the only external AI agent that can be summoned within Slack for the purposes of cross-collaboration. Agents from companies including Atlassian, Perplexity, and OpenAI are also available, but it can be argued that Salesforce hasn’t promoted those apps the way it has promoted Claude Tag.
This also comes amidst predictions that Anthropic may even acquire Salesforce in the near future.
It is no secret that companies like Salesforce, Microsoft, and Oracle have been competing with the AI giants such as Anthropic in the ongoing AI race. It has now been made all the more complicated thanks to Anthropic beating Salesforce in annual revenue this year, with $47B versus $44.5B.
Although a possible acquisition does not seem so far-fetched, it still doesn’t necessarily answer the question of what separates Claude Tag, Agentforce, and Slackbot.
According to Agentforce Help, Salesforce’s public-facing Help Agent, “Agentforce, Slackbot, and Claude Tag work together as integrated layers within Salesforce’s AI-powered ecosystem.”
This means that:
- Agentforce is the orchestration platform that coordinates AI agents (like Claude), apps, and human workflows across all channels.
- Slackbot serves as a conversational interface, allowing users to interact with Salesforce data and automate workflows directly in Slack.
- Claude Tag lets users invoke Anthropic’s Claude AI within Slack (and other channels) to summarize conversations, analyze documents, and access Salesforce CRM insights.
This means that a user in Slack can use Slackbot to trigger workflows or ask questions, and if advanced AI is needed, they can tag Claude in the conversation. Agentforce then ensures that Claude’s AI responses are grounded in Salesforce data, policies, and context, delivering trusted insights and actions, with all interactions orchestrated through Agentforce to ensure secure, compliant, and unified experiences across apps and surfaces.
However, what this explanation of the workflow fails to address is that Slackbot also utilizes AI features, so what exactly is “advanced AI” when it comes to Claude Tag? Is Slackbot not as powerful as Claude Tag, and what kind of repercussions could this mean for the future of Salesforce’s AI product portfolio?
Final Thoughts
Whether or not Anthropic acquires Salesforce, Claude Tag’s positioning amongst Slackbot and Agentforce remains unclear.
Although they do theoretically work together, there is nothing stopping customers from utilizing one tool over another, especially in a scenario like Agentforce Coworker versus Claude Tag.
