---
id: "framework-responsible-human-ai-collaboration"
type: "framework"
source_timestamps: ["§ Redesigning Work for Responsible Human-AI Collaboration"]
tags: ["org-design", "ai-integration", "leadership"]
related: ["framework-accountability-rules", "concept-agentic-unit", "action-redefine-spans-of-control", "action-reset-performance-management"]
steps: ["\\\"Explicitly redefine workflows and then name new (human) role expectations (adjust spans of control", "reset performance management to reward oversight quality).\\\"", "\\\"Make accountability explicit and personal for employees and agents (define decision rights", "escalation triggers", "and consequences).\\\"", "Design and implement a capability-building plan for employees managing agents (create a managerial toolkit for balancing delegation and control).", "Don't constrain agents into 1-for-1 roles (design 'agentic units' rather than like-for-like human replacements).", "Make deliberate choices about how human work evolves (redeploy human effort toward higher-value activities requiring judgment and creativity)."]
sources: ["agentic"]
sourceVaultSlug: "hbr-seg-agentic"
originDay: 6
articleStem: "hbr-ext-16-dont-treat-agents-like-employees"
sourceUrl: "https://hbr.org/2026/05/research-why-you-shouldnt-treat-ai-agents-like-employees"
sourceTitle: "Research: Why You Shouldn’t Treat AI Agents Like Employees"
---
# 5 Steps for Redesigning Work for Responsible Human-AI Collaboration

**The vault's central prescriptive framework.** Developed by economists and advisors who have guided **over 400 companies** through AI transformations (see [[entity-matthew-kropp]], [[entity-julie-bedard]], [[entity-emma-wiles]], [[entity-megan-hsu]], [[entity-lisa-krayer]]), it provides a blueprint for CEOs to integrate agentic AI safely. It **explicitly rejects the "AI as employee" model** ([[concept-ai-employee-framing]]) in favor of treating AI as software automation. Because AI operates at speed and volume far exceeding human pace, organizations cannot simply layer it onto existing workflows — they must redesign them.

**The five steps:**

1. **Explicitly redefine workflows, then name new (human) role expectations.** Adjust spans of control and reset performance management to reward the *quality of oversight*, not just speed. Anchored in [[concept-oversight-capacity]]; operationalized by [[action-redefine-spans-of-control]] and [[action-reset-performance-management]]. Guarding against [[concept-ai-brain-fry]].

2. **Make accountability explicit and personal** for both employees and agents — defining decision rights, escalation triggers, and consequences. This is detailed in the sub-framework [[framework-accountability-rules]] and enacted via [[action-define-decision-rights]]. Directly counters [[concept-accountability-blurring]].

3. **Design and implement a capability-building plan** for employees managing agents — a managerial toolkit for balancing delegation and control. See [[action-build-managerial-toolkit]].

4. **Don't constrain agents into 1-for-1 roles.** Design the right [[concept-agentic-unit]] rather than like-for-like human replacements — see [[contrarian-1-to-1-mapping-limits-value]].

5. **Make deliberate choices about how human work evolves.** Redeploy human effort toward judgment, relationship building, creativity, and managing ambiguity — motivated by the perception gap in [[claim-perception-gap]].

Together the steps move the organization away from anthropomorphism and toward disciplined, accountable automation. Prerequisites: [[prereq-agentic-ai-understanding-d16]] and [[prereq-org-design-basics]].


## Related across articles
- [[framework-design-real-organization]]
- [[framework-agent-first-transition]]
- [[framework-structural-shifts-judgment]]