---
id: "framework-design-real-organization"
type: "framework"
source_timestamps: ["§ Designing from the Real Organization"]
tags: ["implementation", "system-design"]
related: ["action-map-real-organization", "action-design-hesitation", "action-govern-system", "action-protect-practice-ground"]
steps: ["Map the real organization before reengineering (using the three questions).", "Design for agents that don't pause on their own (build deliberate hesitation).", "\\\"Govern the system", "not just the agents (monitor aggregate outcomes and sample human review carefully).\\\"", "Protect the practice ground (create red-team rotations to build junior staff judgment)."]
speakers: ["K. Sudhir"]
sources: ["agentic"]
sourceVaultSlug: "hbr-seg-agentic"
originDay: 6
articleStem: "hbr-new-26-agentic-systems-implicit-rules"
sourceUrl: "https://hbr.org/2026/06/how-to-design-agentic-systems-around-the-implicit-rules-that-govern-your-company"
sourceTitle: "How to Design Agentic Systems Around the Implicit Rules that Govern Your Company"
---
# Four Steps for Designing from the Real Organization

The article's capstone methodology — a comprehensive playbook for deploying agentic AI that accounts for the unwritten rules of the company. It moves from discovery → technical design → operational oversight → long-term talent strategy. Each step is a full action note:

1. **Map the real organization before reengineering** — use the three questions of [[framework-surface-implicit-layer]]. → [[action-map-real-organization]]
2. **Design for agents that don't pause on their own** — build deliberate hesitation (confidence thresholds, anomaly detection, escalation triggers). → [[action-design-hesitation]]
3. **Govern the system, not just the agents** — assign responsibility for *aggregate* outcomes and sample human review carefully to avoid rubber-stamping. → [[action-govern-system]]
4. **Protect the practice ground** — create red-team rotations so junior staff still build judgment. → [[action-protect-practice-ground]]

Step 1 addresses the *coordinate* function; step 2 rebuilds *constraint* ([[concept-professional-discretion]]); step 3 counters [[concept-machine-speed-compounding]]; step 4 repairs the [[concept-invisible-pipeline]]. This is the practical realization of the third path in [[framework-three-responses]] (informed reengineering).