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AI agents as software that can act inside workflows

A source note from the desk: synopsis, claims, relevance, caveats, and the original post preserved below for context.

Summary

Aaron Levie argues that AI agents move AI from read-only assistance into software that performs complete workflow tasks. Read the original quote-tweet. Levie identifies three major shifts: smaller firms gain access to specialist skills (legal, sales) once available mainly to large competitors; staff redirect time from automatable work toward higher-impact activity; and IT becomes a supplier of operational capacity, not just software. He places agents at the 2007 stage of cloud computing-early but potentially enterprise-defining within a decade.

Key Claims

  • Agents move AI from read-only (chat, analysis) to read-write (task execution), crossing the threshold into operational workflow.
  • At April 2024, agents occupy the same maturity point cloud computing did in 2007-very early, but tracked to reshape enterprise work over a decade.
  • Smaller firms gain access to specialised skills (legal support, scaled sales teams) through agents, eroding the talent-pool advantage large competitors held.
  • Manual work that "computers should be remarkably good at solving" gets automated, freeing staff to focus on differentiation and customer work.
  • IT shifts from tool enabler for human workers to supplier of operational capacity, moving from "I need software to help my engineers" to "I need a software agent to do the engineering."

Quotes

  • "This moves AI from being a 'read-only' operation to fundamentally a 'read/write' operation."
  • "No matter who you are, most of the smartest people work for someone else. Especially for smaller companies, this has always been a disadvantage. AI Agents will enable companies of all sizes the same access to resources that were once only the privilege of a large organization."
  • "We know that for various parts of a company, our time is wasted with tasks that computers should be remarkably good at solving, but just haven't been able to today."
  • "You can squint and picture in the coming years even a 'Workday for AI' where you manage Agents that are running around augmenting the operations of a company."