HAX Research Laboratory

Agent Impact Map

Mapping the agent’s complete socio-technical context, from stakeholders and decision-making roles to intentional boundaries, to ensure a responsible design from day one.

HAX Research Laboratory

Agent Impact Map

Mapping the agent’s complete socio-technical context, from stakeholders and decision-making roles to intentional boundaries, to ensure a responsible design from day one.

Agent Impact Map

A mapping of the full socio-technical system of agent interactions to better understand the implications on user workflows.

Instructions

Identify all human and non-human actors involved in the agent ecosystem (users, agents, services, data sources, organizational constraints).
Map the interactions, data flows, and dependencies between these actors across the full workflow.
Highlight friction points, risks, and unintended consequences that may emerge within the system.

Methodology

This methodology uses socio-technical systems mapping to analyze how human, organizational, and technical components interact across an agent-supported workflow. Designers begin by identifying all relevant actors, data flows, and contextual constraints, then visualize their interdependencies to reveal how agent behaviors shape user actions and decision points. Through iterative mapping, friction points, risks, and opportunities are surfaced, allowing designers to understand the broader implications of agent integration. The resulting model provides a structured foundation for making informed design decisions and aligning emerging agent technologies with real user needs and operational realities.