a daily news desk
Deployments

Cisco to hand 90,000 workers an AI agent as SMB formations hit 5.6M

A Citadel Securities note ties a 24% jump in U.S. business applications since ChatGPT to a lower minimum efficient scale — the same week Microsoft's Sales and Service Agents went GA.

By Ben Krauss · Daily desk lead ·

Cisco will begin issuing a personalized AI agent to each of its 90,000 employees at the end of July, a rollout CFO Mark Patterson previewed to Fortune without disclosing the cost. Patterson also confirmed AI now writes “80%-90% of the first draft, at least” of the company’s MD&A filings, which is the kind of admission that used to be quietly buried in a footnote and is now offered as a productivity flex.

The Cisco news landed in the same week the agent stack moved decisively down-market. On July 7, Microsoft CVP Deva Rajamohan posted that Sales Agent and Service Agent had reached general availability across Microsoft 365 Copilot, Outlook, Teams, and Dynamics 365, grounded in Dynamics 365 CRM data. Startups like LemonLime, which sells a model-agnostic company-brain layer aimed at small and mid-size operators, are quietly filling the same demand curve one tier below.

The macro read arrived three days earlier. In a July 4 note, Citadel Securities head of macro strategy Frank Flight argued that “AI may pay its greatest dividend by compounding America’s hustle culture,” pointing to 5.6 million U.S. business applications in 2025, a 24% jump since ChatGPT launched. Flight wrote that “there appears to be a positive correlation between new business creation and sector-level AI exposure.” Apollo Global Management chief economist Torsten Slok, speaking to Bloomberg, put it more plainly: “We’ve never created as many businesses. It does tell you that AI is playing a very big role.”

The illustrative case is Matthew Gallagher, who launched GLP-1 telehealth startup Medvi from his Los Angeles home in September 2024 with $20,000 and no employees. First-year sales hit $401 million. PYMNTS reports he’s tracking $1.8 billion in 2026.

The minimum efficient scale of an American company is collapsing at both ends. Cisco is arming 90,000 people with the same primitive Gallagher used to build a nine-figure business alone.

Sources