---
id: "prereq-ai-tool-distinctions"
type: "prereq"
source_timestamps: ["§ Adoption of AI in Entrepreneurial Businesses"]
tags: ["technical-literacy"]
related: ["concept-agentic-ai"]
reason: "Necessary to correctly apply the framework's recommendation of matching specific AI capabilities to operational bottlenecks."
sources: ["spine"]
sourceVaultSlug: "hbr-seg-spine"
originDay: 1
articleStem: "hbr-ext-20-entrepreneurs-scale-with-ai"
sourceUrl: "https://hbr.org/2025/08/how-ambitious-entrepreneurs-can-use-ai-to-scale-their-startups"
sourceTitle: "How Ambitious Entrepreneurs Can Use AI to Scale Their Startups"
---
# Distinctions Between AI Modalities

**Assumed knowledge.** The text briefly references **Robotic Process Automation (RPA)**, **analytical AI**, **Generative AI**, and **agentic AI**. A baseline understanding of how these differ is implicitly required:

- **RPA** — automates strict, rules-based tasks
- **Analytical AI** — detects patterns and produces predictions/insights over data
- **Generative AI** — produces content (text, code, images, designs)
- **Agentic AI** — executes autonomous, multi-step tasks with minimal prompting (see [[concept-agentic-ai-d1]])

**Why it matters.** Necessary to correctly apply the [[framework-entrepreneurial-ai-adoption]]'s recommendation of matching specific AI capabilities to operational bottlenecks — i.e., mapping the right tool to the right business problem.