Issue Agent output becomes a training asset that most organizations do not yet use
Summary
Deloitte observes that in an agent-driven environment, systems continuously produce large volumes of data describing the actions taken and their outcomes. Today most agents do not learn from this output. The report calls it the digital exhaust of silicon workers and argues it could become a rich source of insight that helps agents improve. Every inference by an agent generates tokens, and those tokens are data that can feed learning systems, which the report describes as a basic shift in mindset. The differentiator ahead, it argues, will be how deliberately organisations channel this byproduct into strengthening agent learning and capability. What is likely to matter most is sophisticated use of this continuous stream of data.
Classification
Evidence 1
- Tech Trends 2026: As technology innovation and adoption accelerate, five trends reveal how successful organizations are moving from experimentation to impact Deloitte Insights (Deloitte Development LLC, US Office of the CTO) page=29;section=The agentic reality check: Preparing for a silicon-based workforce / Data as digital exhaust 2025-12 accessed 2026-07-26
Constituent trends 1
Directly linked signals 0
No objects.
Relation types: constitutes
Public id: fm-28be335ae3fc
