Season 01 / Episode 03

Automation Not AI

A practical way to distinguish rules, AI-supported capabilities, and the permission to take action.

Episode

Alexis Cain in a black blazer seated at a desk beneath an ATLAS sign. The image reads Make AI Make Sense.

The written conversation

Automation and AI require different questions

A useful technology decision begins with a task someone can describe. In a dealership, that might be sending an appointment reminder, summarizing a customer message, finding availability, or deciding how to handle an exception. Calling all of those things AI can obscure the differences that matter.

8 min read · Article

Read the Journal edition

Read the lesson / Automation and AI in a Service Workflow Read the letter / Before choosing AI examine one task

Return to the Media Studio

The educational idea

These are overlapping capabilities. AI and automation can be combined, and AI includes logical approaches. We are using a practical teaching model, not claiming a universal technical ladder.

Behind the writing

Sources & reading references

OECD · Explanatory memorandum on the updated OECD definition of an AI system (2024)
Definition, inference, and logical or knowledge-based approaches.
NIST · Lessons Learned from the Consortium: Tool Use in Agent Systems (2025)
Model-plus-tools design background; does not validate a dealership product.
NIST AI 600-1 · Generative Artificial Intelligence Profile (2024)
Section 2.2: confidently incorrect generated content.

The purpose behind the progress

Technology is the subject.
People are the mission.

Understanding.
Confidence.
Leadership.

Automation Not AI

Automation and AI require different questions

Sources & reading references

Technology is the subject.People are the mission.

Technology is the subject.
People are the mission.