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Marc Benioff predicts a future with a limitless AI workforce

If AI can do all kinds of jobs and tasks then at what point is your workforce "Limitless"?

Cite or link to this article

Griffin, M. (2025) 'Marc Benioff predicts a future with a limitless AI workforce', 311 Institute, 28 January. Available at: https://www.311institute.com/marc-benioff-predicts-a-future-with-a-limitless-ai-workforce/ (Accessed: 1 October 2026).

Prophesying a trillion-dollar market that will help businesses do what was previously impossible, Salesforce CEO Marc Benioff is turning the enterprise-software industry upside-down with the "launch of an intelligent, proactive, and limitless digital workforce" centered on agents but soon extending to robots.

Called Agentforce 2.0: The Digital Labor Platform, this bold and riveting new offering from Salesforce will, I believe, trigger powerful reverberations across the software industry while also helping customers significantly scale their plans for growth and innovation. In a moment, I’ll offer some ideas on the impact this Artificial Intelligence (AI) driven digital workforce will have for customers, and then some thoughts on the repercussions for the software industry. But first, some insights into Benioff’s vision, which in recent weeks has catapulted the market cap of Salesforce by somewhere in the range of $50 billion.

AI and the Future of Work Keynote, by Futurist Matthew Griffin

At the Salesforce 2.0 launch event in San Francisco, Benioff said the customers have rapidly moved far beyond pilots and sandboxes, with Salesforce now having “thousands of customers working with thousands of AI agents that work with thousands of humans.”

Benioff described the stunning impact Agentforce is having on Salesforce’s own support line, help.salesforce.com, which he said handles about 32,000 calls per week. Of those 32,000, about 10,000 have to be escalated to humans. But since Agentforce went live on help.salesforce.com, the number of weekly escalations to humans has dropped from 10,000 to 5,000, with 83% of those being handled successfully by the agents.

“That’s pretty amazing,” Benioff said. “And it’s made me think about what I do as a CEO in an entirely new way because I’m not just managing human beings, I’m also managing agents, an entirely new type of digital labor. We’ve now got this agentic layer around our workforce, and it’s not a fantasy, it’s what is happening right now.”

So how big might this opportunity be, Benioff wondered. Well, he said, Slack has a TAM of about $100 billion, and CRM’s TAM is about $200 billion, but how, he asked, do you size a totally new market like digital labor?

That’s tricky, Benioff said, because while agents are the first wave of digital labor, the next will be robots, which he said are simply physical manifestations of agents.

“This morning, I took a Waymo to get here, and that’s digital labor, there was nobody in the front seat. And we’re starting to see more and more of this where robots are the physical manifestations of agents,” he said, referring to robots as “a very big and important new type of UI. But we have now, in a very short time, crossed this bridge to a world of digital labor, which is crazy because I’m not sure that when we started that we even knew where we were going. So I think this TAM for digital labor is not just in the billions but in the trillions, it’s an incredible new opportunity for all of us.”

311 Intelligence

What this means for your organisation

Agents already reduce human workload.

Salesforce says its support line handles about 32,000 calls per week. Escalations to humans fell from 10,000 to 5,000, and agents handled 83% of those successfully. This is one firm's own result, so test it against your own data before you plan around it.

Managers now lead people and agents.

Benioff said he is no longer just managing human beings, he is also managing agents. This fits the move to organise work around tasks and skills, not fixed jobs. 311 expects agentic AI to be in wide use by 2028.

Pricing, robots and people all shift.

Agents doing work inside business software push vendors from per-user licences to usage pricing, which 311 expects by 2029. Benioff calls robots the physical form of agents, with wide use by 2032 on 311 data. Keep a clear route to a real person, as customers still ask for one.

Three questions for your next leadership meeting

  1. Which of our tasks could agents handle today, and which must stay human?
  2. How do we measure agent results against our own call and escalation data?
  3. Are our software contracts ready for a move to usage pricing?

The trends and technologies behind this story

From the 311 Starburst, the 311 Strategic Intelligence Unit’s map of the technologies and trends shaping the next 50 years.

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Analysis by the 311 Strategic Intelligence Unit, from Matthew Griffin’s article and 311 data. First published on Fanatical Futurist.

FAQ

Why does this matter?

If AI can do all kinds of jobs and tasks then at what point is your workforce "Limitless"?

Matthew Griffin

About the author

Matthew Griffin Founder, President and Futurist, 311 Institute

Matthew Griffin is a multi-award winning Futurist and expert in Disruption and Innovation, Geopolitics, Leadership, and Technology, who NASA have described as a "walking encyclopaedia of the future" and a "futurist Polymath."

Read full bio

Matthew Griffin is a multi-award winning Futurist and expert in Disruption and Innovation, Geopolitics, Leadership, and Technology, who NASA have described as a "walking encyclopaedia of the future" and a "futurist Polymath." 17-time best selling author of the "Codex of the Future" series, Matthew is the Founder, President and Futurist of the 311 Institute, a global Futures and Deep Futures advisory firm working with royal households, world leaders, G7, G20, and G77 governments, NGOs, and multi-national mid and mega cap firms to help them explore, shape, and lead the next 50 years of business and society.

An award-winning YouTube creator with over a million followers, with an unrivalled global reach and impact, Matthew is a highly sought-after international keynote speaker, lecturer, and mentor who collaborates with global leaders through the United Nations Alliance of Civilizations (UNAOC) and United Nations General Assembly (UNGA) to shape pivotal initiatives such as the UN’s AI for Humanity programme, the United Nations Conference of the Parties (UN COP), and the World Economic Forum in Davos.

As the former Global Head of Cloud, National Security, and Enterprise Sales for companies including Atos, Dell-EMC, and IBM, Matthew has a proven track record of building multi-billion dollar business units and turning failing divisions into market leaders. His ability to identify, analyse, and communicate the implications of hundreds of emerging technologies and trends is unparalleled, and his insights are trusted by many of the world’s most respected organisations, including ABB, Accenture, Adidas, AON, ARM, BCG, Centrica, Citi, Coca-Cola, Dentons, Deloitte, Dow Jones, EY, Google, KPMG, Lego, Legal & General, LinkedIn, Microsoft, PepsiCo, Qualcomm, RWE, Samsung, Siemens AG and Siemens Energy, T-Mobile, UBS, VISA, Walmart, Workday, Worldpay and many others.

Regularly featured in the global media including the AP, BBC, Bloomberg, CNBC, Discovery, Forbes, Khaleej Times, Telegraph, TIME, ViacomCBS, WIRED, and the WSJ, Matthews mission is to help organisations create a fair and sustainable future whose benefits are shared by everyone irrespective of their ability, background, or circumstances.

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Sources and further reading

  1. The Digital Labor Platform salesforce.com

Source: first published by the 311 Institute on 28 January 2025. Cite as: Griffin, M. (2025). Marc Benioff predicts a future with a limitless AI workforce. 311 Institute. https://www.311institute.com/marc-benioff-predicts-a-future-with-a-limitless-ai-workforce/

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