---
id: "framework-value-creation-pyramid"
type: "framework"
source_url: "https://hbr.org/2024/12/how-to-create-value-systematically-with-gen-ai"
source_title: "How to Create Value Systematically with Gen AI"
source_timestamps: ["§ The Generative AI Value-Creation Pyramid"]
tags: ["maturity-model", "strategy"]
related: ["concept-value-creation-pyramid", "concept-so-so-technologies", "concept-collective-intelligence-ai"]
steps: ["\\\"Individual Improvements: Achieving small-scale productivity gains on isolated tasks (e.g.", "faster coding", "quicker customer-service resolution). Often results in 'so-so technologies' if not advanced further.\\\"", "\\\"Collective Intelligence: Leveraging AI to close understanding gaps between people", "discover shared mental models", "and remove barriers to human-human collaboration.\\\"", "\\\"Transformation & Growth: Reimagining how work is done altogether", "such as doctors using AI for documentation to fully engage with patients", "requiring safe spaces for experimentation and robust ethical protocols.\\\"", "\\\"Visionary Innovation: Transforming engagement with customers and stakeholders to create entirely new", "innovative products and services", "acting as a revolutionary game-changer.\\\""]
sources: ["spine"]
sourceVaultSlug: "hbr-seg-spine"
originDay: 1
articleStem: "hbr-nm-98-create-value-systematically-genai"
sourceUrl: "https://hbr.org/2024/12/how-to-create-value-systematically-with-gen-ai"
sourceTitle: "How to Create Value Systematically with Gen AI"
---
# The Generative AI Value-Creation Pyramid (Framework)

A **four-stage maturity model** for enterprise Generative AI adoption. Organizations build capabilities *sequentially*, moving from basic task automation to paradigm-shifting business models. Its design intent is to shift focus from technical implementation to **performance drivers**. This framework is the actionable form of the concept [[concept-value-creation-pyramid]].

**The four levels:**

1. **Individual Improvements** — small-scale productivity gains on isolated tasks (faster coding, quicker customer-service resolution). Often results in [[concept-so-so-technologies]] if not advanced further. See [[claim-individual-gains-insufficient]].
2. **Collective Intelligence** — leveraging AI to close understanding gaps between people, discover shared mental models, and remove barriers to human-human collaboration. Detailed in [[concept-collective-intelligence-ai]]; enacted by [[action-treat-ai-as-colleague]].
3. **Transformation & Growth** — reimagining how work is done altogether (e.g., the [[entity-cleveland-clinic-d1]] using AI documentation so physicians engage more fully with patients), requiring safe experimentation spaces and robust ethical/safety protocols (see [[action-create-experimentation-space]], [[entity-world-health-organization]], and the open question [[question-ethical-protocols-mission-critical]]).
4. **Visionary Innovation** — transforming stakeholder engagement to create entirely new products and services; illustrated by AI in drug discovery ([[claim-ai-doubles-drug-discovery-productivity]]) and the persona-GPT tactic ([[action-build-persona-gpt]]).

**How to use it:** diagnose current maturity, then deliberately engineer the next level. The framework is put into practice via [[framework-half-day-prototyping]]. Prerequisite: a shared understanding of performance drivers ([[prereq-shared-performance-understanding]]).

**Enrichment caveat.** The sequential-staircase assumption is debated — portfolio frameworks (PwC, Umbrex) argue firms operate at multiple levels simultaneously and some jump straight to Level 4 AI-native products. Use the pyramid as a diagnostic lens rather than a mandatory one-way path (see [[contrarian-no-complex-infrastructure]]).


## Related across articles
- [[framework-6-disciplines-gen-ai]]
- [[framework-5-types-ai-investment]]