Developing a Roadmap to an AI-first Organization: A Case Study in Embedded Software Development

arXiv:2609.30863 · cs.SE, cs.AI · Submitted 2026-09-25 · Read on arXiv

cs.SE, cs.AI

Submitted: 2026-09-25

Updated: 2026-09-25

Code: https://github.com/viktorkjellberg/Developing_a_Roadmap_to_an_AIfirst_Organization

Terminology

• AI Agents — 22× in this paper · explained in 2 episodes
• Agentic AI — 6× in this paper · explained in 1 episode
• Human-in-the-Loop — 6× in this paper · explained in 3 episodes
• Adaptation — 5× in this paper · explained in 1 episode
• Verification — 5× in this paper · explained in 2 episodes
• Accountability — 4× in this paper · explained in 2 episodes
• Agentic System — 4× in this paper · explained in 2 episodes
• Generative AI — 4× in this paper · explained in 2 episodes
• Abstraction — 2× in this paper · explained in 1 episode
• Agentic Workflows — 1× in this paper · explained in 1 episode
• Core — 1× in this paper · explained in 2 episodes
• Generalizability — 1× in this paper · explained in 6 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
• Model Context Protocol — 1× in this paper
• Prompt Engineering — 1× in this paper · explained in 4 episodes
• Semantic Similarity — 1× in this paper · explained in 2 episodes
• Transformer — 1× in this paper · explained in 2 episodes
• World Wide Web — 1× in this paper

Sources

• Agentic AI in Industry: Adoption Level and Deployment Barriers
• How Well Does Agent Development Reflect Real-World Work?

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