---
id: "framework-incumbent-action-plan"
type: "framework"
source_timestamps: ["§ What Incumbents Should Do Now"]
tags: ["change-management", "digital-transformation"]
related: ["action-vulnerability-audit", "action-rearchitect-workflows", "action-partner-ai-startups", "concept-paving-the-cow-paths"]
steps: ["Run a vulnerability audit against the five disruptive forces to identify high-friction workflows.", "\\\"Start with a bounded", "high-friction process that is meaningful enough to raise the bar but contained enough to manage.\\\"", "Re-architect before you automate: remove unnecessary steps and clarify decisions before applying AI.", "Partner with AI-native ventures to observe modern workflows unburdened by legacy systems.", "Strengthen data quality and establish explicit rules for when tasks should hand off to humans.", "\\\"Prepare people for shifting roles", "moving humans toward judgment", "edge cases", "and empathy.\\\""]
enrichment_verdict: "Strongly aligned with best-practice guidance across consulting and research (McKinsey, IBM, MIT Sloan)."
sources: ["futures"]
sourceVaultSlug: "hbr-seg-futures"
originDay: 2
articleStem: "hbr-new-24-agentic-ai-supercharges-startups"
sourceUrl: "https://hbr.org/2026/07/how-agentic-ai-supercharges-startups-and-threatens-incumbents"
sourceTitle: "How Agentic AI Supercharges Startups and Threatens Incumbents"
---
# Incumbent AI Adoption Playbook

A strategic roadmap for established companies to integrate agentic AI safely and comprehensively while avoiding the trap of automating broken legacy workflows. The six steps:

1. **Run a vulnerability audit** against the [[framework-five-forces|five disruptive forces]] to identify high-friction workflows → [[action-vulnerability-audit]].
2. **Start bounded** — pick a high-friction process meaningful enough to raise the bar but contained enough to manage.
3. **Re-architect before you automate** — remove unnecessary steps and clarify decisions first; otherwise you are [[concept-paving-the-cow-paths|paving the cow paths]] → [[action-rearchitect-workflows]].
4. **Partner with AI-native ventures** to observe modern workflows unburdened by legacy systems → [[action-partner-ai-startups]].
5. **Strengthen data quality** and establish explicit rules for when tasks should hand off to humans.
6. **Prepare people for shifting roles**, moving humans toward judgment, edge cases, and empathy.

The playbook is the operational answer to [[claim-incumbent-architecture-mismatch]].

**Enrichment note.** McKinsey (map processes, reimagine workflows, build monitoring, design human–agent collaboration), IBM (start with pilots, build observability, mix deterministic + agentic components), and MIT Sloan (governance, guardrails, clear KPIs) all align closely with steps 1–3 and 5–6; partnering with startups is a standard transformation tactic. *Verdict: Strongly aligned with best-practice guidance.*