hebel. today · 14 November 202668 / 80
AI at Work · Future of Work
Remote knowledge work faces total automation by mid-2027
The Remote Labor Index (RLI), which tracks the capability of frontier models to complete real-world freelance projects, suggests that AI will be able to perform nearly all remote knowledge work by May 2027. This…
From 2 newsletters · 1 min read · one thing to try
The Remote Labor Index (RLI), which tracks the capability of frontier models to complete real-world freelance projects, suggests that AI will be able to perform nearly all remote knowledge work by May 2027 (Dr Alan D. Thompson from The Memo by LifeArchitect.ai). This index, based on tasks like data analysis and report writing, has surged from 0.8% in June 2025 to 41% as of November 2026. The pace of this transition has accelerated significantly, with the current evolution measured in months rather than the generations typical of the Industrial Revolution.
This shift toward AI-driven productivity allows individuals to consolidate roles that previously required entire departments. In a field experiment at Procter & Gamble involving 776 professionals, individuals using AI matched the output of two-person teams, effectively blurring the lines between technical and commercial expertise (Stefan Bauschard from Education Disrupted). As these capabilities expand, the traditional model of organizational structure is likely to fracture, favoring smaller, cross-functional units over rigid, siloed teams.
Try today · 30 min
Identify three core tasks in your current workflow that require cross-departmental coordination.
Focus on processes where technical and commercial input usually overlap.
You need
- Current project list
- List of cross-functional dependencies
Steps
- List your three most time-consuming collaborative projects.
- Identify the specific technical and commercial components of each.
- Document which steps could be performed by a single individual using AI tools.
- Draft a plan to consolidate these components for your next project cycle.