---
id: "concept-delegation-vs-assistance"
type: "concept"
source_timestamps: ["§ From Assistance to Delegation"]
tags: ["user-interaction", "workflow-design"]
related: ["concept-agentic-commerce", "framework-designs-of-delegation"]
definition: "The shift from AI tools that help users make decisions (assistance) to AI agents that make and execute decisions on behalf of users (delegation)."
sources: ["geo"]
sourceVaultSlug: "hbr-seg-geo"
originDay: 3
articleStem: "hbr-ext-15-china-ai-agents-commerce"
sourceUrl: "https://hbr.org/2026/04/research-what-chinas-ai-agents-reveal-about-the-future-of-commerce"
sourceTitle: "Research: What China’s AI Agents Reveal About the Future of Commerce"
---
# Delegation vs. Assistance

## Definition
The distinction between **assistance** and **delegation** is the core differentiator of the new AI commerce era, and the conceptual engine behind [[concept-agentic-commerce-d15]].

## Assistance
Assistance tools reduce friction and aid discovery, but leave the burden of execution on the human user. Examples named in the source:
- Amazon's recommendation engine,
- Google's search results,
- generative-AI review summarizers.

The human still does the sorting, clicking, and buying.

## Delegation
Delegation transfers the **execution burden** to the agent. The source's canonical example: when a user tells Meituan's [[entity-xiaomei]] *"Order my usual lunch, but deliver it 20 minutes later today,"* the agent interprets intent, applies historical preferences, and completes the transaction — often with **zero screen interaction**.

## The reliability leap
Because the agent is now making **binding decisions** on the user's behalf, delegation requires a leap in system reliability. This is why operational signals become selection criteria ([[concept-machine-readable-trust]]) and why accountability frameworks become mandatory ([[concept-transaction-grade-governance]]).

The four architectural approaches to delegation being tested by Chinese platforms are catalogued in [[framework-designs-of-delegation]]. See also the quote [[quote-orchestrator-execution]].


## Related across articles
- [[concept-ai-assistant-vs-shopping-agent]]
- [[concept-human-present-mode]]
- [[concept-agentic-commerce-d15]]