Using Claude Cowork and Codex for Automating ANY Business Task
Chapters8
Introduction to how Codex and Claude Code can be used for tasks beyond writing code.
Codex and Claude Co-Work prove you can automate non‑coding tasks—from image generation to executive summaries—directly inside the AI tools you already use.
Summary
Academind’s video with Manuel dives beyond pure coding, showing how Codex and Claude’s ecosystem can automate a surprising range of business tasks. The host explains that Codex isn’t only for writing code; it can generate images, create PDFs, and produce Excel sheets or charts from data, all without leaving the interface. Claude Co-work is then demonstrated as a powerful non-coding task automator that can access local folders, read documents, and generate outputs like a one-page executive summary in Word. A multi-session workflow illustrates how Co-work can remember project context across sessions, enabling ongoing tasks such as parsing a sales report, building an Excel file, and generating a branded PowerPoint deck using a brand guidelines folder. The video highlights a clear separation in Claude’s universe between chat, code, and Co-work, and it emphasizes that you can manage entire projects with file access and task execution inside one app. Throughout, the presenter points viewers to a dedicated Claude Co-work Practical Guide course for deeper dives into features like mobile control and safety considerations. The takeaway is that modern AI agents can handle repetitive, non-coding workflows, making Codex and Claude viable platforms for broader business task automation. Finally, the video nudges curious viewers to experiment with Codex and Claude to understand what tasks they can automate next.
Key Takeaways
- Codex can generate images inside the same interface (e.g., an infographic explaining how Tailscale) using the ImageGen skill and GPT Image 2 model, without leaving the Codex app.
- Codex can analyze data from CSV, Excel, and PDFs by generating Python code under the hood, returning final results and even producing in-app Excel sheets and charts.
- Claude Co-work lets you grant access to a local folder and then have Claude read documents and produce outputs (like a one-page executive summary) as a Word document, with commands and logic visible for auditing.
- Projects in Claude Co-work persist context across sessions, enabling sequential tasks such as parsing a sales report, creating an Excel file, and then generating a branded PowerPoint deck within the same project.
- The workflow demonstrates a Shift from coding-centric use to full-task automation, illustrating how organizations can leverage Codex and Claude for non-coding tasks.
- A brand-new Claude Co-work Practical Guide offers deeper exploration of features (including mobile control and PC access) and safety considerations for autonomous tool use.
- The video underscores that these AI tools are heading toward broader business automation, not just coding assistance.
Who Is This For?
Essential viewing for professionals who want to automate non-coding tasks using AI agents. It’s especially useful for developers expanding into tool-enabled business workflows and product teams exploring automated reporting and branding tasks.
Notable Quotes
"Tools like Codex or Claude Code are pretty good at helping you work with code, right? I mean, it's pretty obvious."
—Intro framing that Codex and Claude Code aren’t limited to coding.
"You can activate a skill that's built into Codex, the ImageGen skill. You shouldn't need to, it should in theory be able to invoke it itself."
—Demonstrates image generation within Codex and the dedicated skill system.
"The AI agent does all of that for you, all in Codex. You don't have to leave the site, you don't have to interact with the OpenAI API or anything like that."
—Highlights the seamless, self-contained workflow inside Codex for image and data tasks.
"Claude Co-work... the non-coding task completion sections or to say the idea behind co-work is that it's not only a chat. It completes tasks for you."
—Defines Claude Co-work as an autonomous task executor with file access.
"We have a dedicated project section here in Claude co-work, which I'll quickly show you in a second example."
—Introduces the project-based workflow and persistent context in Co-work.
Questions This Video Answers
- How can Codex generate images and PDFs inside one interface without using external tools?
- What is Claude Co-work and how can it read local folders to create executive summaries?
- Can Claude Co-work manage end-to-end business tasks like Excel and PowerPoint from a single project?
- What safety considerations exist when using autonomous agents like Claude Co-work on my machine?
- How do I get started with Claude Co-work Practical Guide and what does it cover?
CodexClaude CodeClaude Co-workImageGenGPT Image 2CSV analysisExcel automationPDF generationPowerPoint automationBrand guidelines automation
Full Transcript
Tools like Codex or Claude Code are pretty good at helping you work with code, right? I mean, it's pretty obvious. It's Codex, it's Claude Code, kind of makes sense. But it's important to understand that you can do more with those tools than just work on code. And for example, in the Codex course I have, which you find linked below if you're interested, I do primarily dive into coding and show you all the nitty-gritty details there and some tips and tricks, how to get the most out of it. But I also have some lectures in there where I show you how to use it for non-coding tasks, because that is useful to know as well, because you may not be a developer, then that is great.
But even as a developer, we all got stuff to do that is not directly related to coding, where we might be too lazy to do it manually. So for example, in Codex, you can use it to generate images. You can ask it to create here, in my case, a slight graphic that explains how Tailscale works. Tailscale is an amazing tool for securing your VPS, for example. And I also got a course on securely setting up a VPS and so on if you're interested, but enough of the plugs for now. And you can activate a skill that's built into Codex, the ImageGen skill.
You shouldn't need to, it should in theory be able to invoke it itself. But if you know that you want an image, you can actively invoke it by using dollar sign and then ImageGen is the skill name. I got another skill here, which I built myself, which is a bit more versatile and uses the Fal AI API. But if you use this built-in skill, it will go ahead and use the GPT Image 2 model by OpenAI to produce an image. So the AI agent does all of that for you, all in Codex. You don't have to leave the site, you don't have to interact with the OpenAI API or anything like that.
So if you want to create an infographic or any kind of image, can be an image of a dog, can be anything, you can do that from inside Codex. And it's still a chat, you can refine the image, you can ask it to add a logo, for example, and guess what? It does that. So that's of course interesting to know because we all got scenarios where we need some image or tweak some image and anything like that. And it doesn't stop there. You can also use Codex to analyze data, for example. It can work with CSV, Excel, PDF documents and many, many other formats.
It can read such a file. And you know how it does that? It does that by using code under the hood because code, of course, is not necessarily just the main product as it is for you as a developer when you are writing code to build a software. But it can also be just a tool. Code can be a tool and it is a tool here used by Codex if you ask it to analyze some sales CSV file. It writes some code, some Python code, for example, that opens the file, performs some analytics, creates some summary statistics, and then it outputs those statistics here.
And it doesn't show you the code. It, it throws away the code. It may just create it and use it in memory, but it gives you the final results and it doesn't hallucinate them, but instead it really calculates them with help of code. And it can also produce Excel sheets, which you can then also open in the Codex app. And in there, you can then have charts if you ask it to create some charts as I did. It can also work with PDF documents, also create PDF documents. So here I ask it to create an executive summary PDF report based on all this data and insights and it did that.
And this is all important stuff to know. And this is all also covered in my Codex course, which as mentioned is primarily about coding though. So coding is the main task. Nonetheless, I feel like it's important to understand that this is where the companies are heading to and that you can do these things with Codex, for example. And of course, Codex is not the only tool. We also have Claude code and I'll hand it over to Manuel to explain to you how things work with the Claude universe. With Claude or Anthropic things are the same, but also a bit different than we saw it with Codex and OpenAI.
Whilst OpenAI uses one combined tool, Codex, Claude tries to separate their different users. Everything is also combined in one app. It is the Claude app, which you can download on this page here. Link is in the video description. And in this app, we find three different sections. Chat, which is the normal chat interface we know from chat GPT, Gemini and so on. We have the code section, which is made specifically for coding projects for developers. And we have co-work, which is the non-coding task completion sections or to say the idea behind co-work is that it's not only a chat.
It completes tasks for you. It has local file access. It can create files, edit files, delete files. So it can manage entire projects on your machine for you. To understand co-work, I prepared some demo files for you. The first file here is about the working policy, the company policy of a hypothetical company we have right here. This folder contains text files, some internal memos. It contains PDFs, an image, so all information about our company. Now, what I could do now in Claude co-work is I could select this folder. So you always have the option here to work in a project, which we'll do in a few seconds or to simply select a folder.
Here, I'll select this demo one folder containing all those files. Now I give Claude access to this folder and therefore to all the files, all the data inside this folder. And now I can just ask it to read all the documents, identify the key themes and then produce a one-page executive summary as a Word document. With this, Claude will now start this process, will now complete this task for me. You can always check the logic it runs behind. So which commands it runs, which code it uses. As Max explained earlier in Codex, Claude also uses code to complete specific tasks, code which is not stored, but just used to complete the tasks and then it's deleted again.
Here it reads all our files. Here we find a Docx skill, which was used. This is a built-in skill, which allows Claude to create doc files. And now we have the finished document as requested. We can access the document from our folder on our machine, but also directly here in Claude co-work. As instructed, we have a one-page executive summary about the core work policy in this company here. And this is one of the big advantages of Claude co-work here. It is a very nice and easy to understand user interface. You get clear questions about the permissions, you grant Claude co-work, for example, to interact with files on your machine, and then you can just let it do its work and access the files easily inside the tool.
So this year was a so-called single session. So we just gave Claude co-work access to one folder, completed a task, and then we are done. But you can also use Claude co-work for ongoing projects. And as the name indicates, we have a dedicated project section here in Claude co-work, which I'll quickly show you in a second example. A co-work has the advantage of giving Claude co-work more context, more information it can always access and remember. So you can start multiple sessions inside one specific project and always remember the information and the context that you provided and also the previously discussed topics.
So if we create such a new project here and use an existing folder, which is our demo two folder, this folder now contains a single sales report only. So here we could now add some instructions, we could add additional files, which we won't do at this stage. But we cannot simply create this project. So here we are now in this project, we are working in this demo two folder. I want to get started by reading the sales report that we have inside our project folder to get a rough idea about the core findings and what's going on in general.
So here we get an overview of what went well, what was underperforming and so on. And now I can continue with my next task where I want to build an Excel file based on the findings in this report. Still in the same project, still in the same chat. So now I'll create this Excel file and now we created that Excel file, which we can again directly access here in our interface. We have different tables for different customers, product lines and regions. And now I can go back to my core project folder in here. I can find my previous chat and my previous output that was generated.
And now I will start a new session inside this project where I have all the context of the full project in here. And I want to create a PowerPoint presentation now and I want to follow the brand guidelines for the visual style. So far we don't have any brand guidelines. So I can just add another folder as context here, which is this brand template folder. Claude will automatically identify this folder as the important one for the brand guidelines. And now I'll let it finish this task too. And now if we check the commands used so far in here, we can see that it used the brand guidelines doc file.
So it identified the branding guidelines that I gave it. And here we have our slides now, which we can again access directly in Claude Co-work. We have some charts, we have some tables in here. The styling is totally based on our branding templates. Of course, you have full control about the style, the colors and the look that you want to have in here. And once again, if you go back to the main project menu, you can find this second task now down here. And also the presentation, which is now created and accessible in our demo to project folder.
And these are just the basics of Claude Co-work. Now if you want to dive deeper into Claude Co-work and use it for your non code related tasks, we have a brand new course for you, Claude Co-work the Practical Guide. You can find all information about this course in the video description. It also dives into more advanced Claude Co-work features like this patch where you can control Claude Co-work from your mobile phone or also computer use, which allows Claude Co-work to access your computer to interact with tools on your machine autonomously. This course also dives into the safety concerns that come with using such agents on your machine.
So if you're interested, check the course landing page. Otherwise, try Claude Co-work and codex on your own. As you saw, those are way more than coding agents or coding assistants. They can help you in lots of different tasks nowadays.
More from Academind
Get daily recaps from
Academind
AI-powered summaries delivered to your inbox. Save hours every week while staying fully informed.









