Pular para o conteúdo

Building AI Content Systems That Actually Work with David Ebner of Content Workshop

20 de maio de 2026 · 43 min

Notas do episódio

Episode Summary:

David Ebner has been building content for security and tech brands for 13 years, and the work has changed significantly with the dawn of the AI content era. He comes back on the show to talk about what AI systems look like inside a marketing team, how they get built, and what steps you can’t skip in the process.

A lot of it starts before AI even enters the picture! That said, on this episode, we’ll still talk about: agents, knowledge bases, where automation ends and AI begins, how to decide which content still needs a person, and how to track where your brand shows up in AI search.


Chapters:

00:00 Introduction and Background

01:03 The Evolution of AI in Content Creation

04:08 Building AI Systems and Processes

06:59 Real-World Applications of AI in Marketing

11:27 Streamlining Client Processes with Automation

12:17 Integrating AI Agents and Knowledge Bases

18:03 Optimizing Agent Efficiency and Task Management

22:49 Quality Assurance in AI Outputs

25:28 Content Strategy and Human Involvement

26:49 Long-Form Content and Data Reports

29:26 Workflow Platforms and Client Collaboration

34:52 Working with Content Workshop


About David:

David Ebner is the Founder and President of Content Workshop, a content and AI systems agency for security and technology brands, and the Founder of Chatter, a content intelligence platform. He has been building brand stories for over 13 years and speaks regularly on content, AI, and ethical marketing.


Links & Resources:

David J. Ebner on LinkedIn

Content Workshop

Chatter

n8n

Looker Studio

Subscribe & Review:

👉 Enjoyed this one? Drop us a quick ⭐ rating or review, it helps more cyber marketers find the show.

📩 Questions, feedback, or want to be a guest? Email: [email protected]


Follow the Host:

Thank you for tuning in to another episode of Breaking Through in Cybersecurity Marketing. You can join the Cybersecurity Marketing Society on our website, on our main LinkedIn page, our Instagram page, or our podcast LinkedIn page.


See you on the next episode!


Todos os episódios de Breaking Through in Cybersecurity Marketing

Configurações

Exibição

Idioma

Define quais estações você vê primeiro na página inicial.

Histórico

As rádios e episódios ouvidos recentemente e suas últimas buscas ficam só neste navegador.

Avisos

Um aviso rápido quando um podcast que você segue tem um episódio novo. Desative podcasts individuais pelo sino na página deles.

Conta

Salve favoritos – no app e no site.

Atalhos de teclado

/
Abrir busca
Espaço
Reproduzir ou pausar
← →
No player: voltar 15 s, avançar 30 s (episódios) · na fileira: próximo bloco
↑ ↓
Na fileira: alvo dentro do bloco
Home / End
Na fileira: primeiro ou último bloco
Esc
Fechar janela ou menu
?
Esta visão geral
Tocando agora

Ir para a estação

A seguir

    Adicione episódios com “A seguir” – eles tocam depois do episódio atual.