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3 contributions to Data Alchemy
Can you help me with solving the "bus factor" for my agency?
I am a 25-year veteran of technology, cloud, automation and worked in/with AI for about 7 years. My business partner is Ex-CEO of a top 5 media agency. We have pitched and demoed a client an ai-powered automation that can potentially save them £500/yr in outsourcing charges and free up a lot of internal creative talent time. We are the only team/company that has completed their brief and demonstrated a working pipeline. Our question is how do we address the "bus factor" for these larger companies? I know the model of the future is a business/niche expert (CEO) paired with a technical/AI expert (CTO) with leveraging AI and more and more Agentic AI. But these older, larger companies still don't get it. Is there a way to partner with other agencies on a retainer or somehow that gives the larger clients assurance without having to hire until needing to scale?
Welcome to Data Alchemy - Start Here
The goal of this group is to help you navigate the complex and rapidly evolving world of data science and artificial intelligence. This is your hub to stay up-to-date on the latest trends, learn specialized skills to turn raw data into valuable insights, connect with a community of like-minded individuals, and ultimately, become a Data Alchemist. Together, let's decode the language of data and shape a future where knowledge and community illuminate our way. Rules - Don't sell anything here or use Data Alchemy as any kind of funnel - We delete low effort community posts, and posts with poor English. Proofread your post first. - Help us make the posts high quality. If you see a low quality post, then click on the 3 dots on the post and "Report To Admins". Start by checking out these links - Classroom - Introduction - Roadmap - Contribution Be Aware of Scammers - Please be aware that this is a public group. Unfortunately, some people abuse the Skool platform to send DMs or post comments to trick people. This is the internet, so always do your own due diligence. Never automatically trust someone here on the Skool platform other than @Dave Ebbelaar's official account. To kick things off, please comment below, introducing yourself. Let us know: 1. Your name and where you're from 2. What project(s) you're currently focused on See you in the comments!
Welcome to Data Alchemy - Start Here
10 likes • Mar '25
Hi there, just joining this amazing community. I've been struggling to get some of my no-code AI workflows working as it sometimes seems like no-code tooling is like playing piano with gloves, a little clumsy and often you need to write code anyway. I also think that some of my larger companies might prefer to deploy in code. I have been writing automations and data pipelines for about 10 years in my day job where I work as a Data/Observability/Cloud/AI architect, but now I'm trying to see how I can maybe start freelancing or consulting. Hopefully this community will help me speed up adding more AI functionality (when needed) to my code-based automations! I forgot to say, I'm from the UK and just started following some warm leads with my business parter to automated processes in the ad agency niche. I'm also following up some leads in the financial space too.
3 likes • Mar '25
@Grant Fox Thanks for the advice. I'm in several no-code communities based on automation, but looking forward to contributing here. Most of my work in my day job is code-based (mostly python) so I feel more at home here!
The Future of Software Development and AI
Hi everyone, I recently had an interesting conversation with a fellow software developer who expressed concerns about the future of our industry. With AI advancing rapidly, some are questioning whether software engineering and AI development will remain secure and high-growth career paths. Personally, I believe software development and AI engineering will continue to thrive, and the demand for skilled professionals will only increase. Fields like AI, machine learning, and automation are shaping the future, and companies worldwide are actively investing in these technologies. As someone preparing to start a BSc in Applied AI at 32, I’m excited about this journey but also understand the uncertainties many people might feel when considering a career in tech today. What do you think about the future of software development and AI engineering? Is studying Computer Science or AI still a smart choice? How do you see AI impacting programming jobs over the next decade? Do you think automation will replace software engineers, or will it create new opportunities? Let’s have an open and insightful discussion your thoughts and experiences could help others who are unsure about starting this path! Looking forward to your insights. Thank you for your time.🙂
1 like • Mar '25
Having automated most of my job as a data/cloud/observability engineer over the past two years, my biggest win was being able to use AI as a mentor and peer for ideas and architecture exploration pros/cons. But even more it has allowed me to mostly plug the gap that I had having to rely on a junior dev to help me code the piplelines. Most of my code in production has been written by AI (it was painful back in the 3.5 days due to hallucinations). A recent Junior dev left and I recommended not replacing him as the AI was better. Our team used to be about 10 data engineers, and now we are two architects, two mid engineers and a junior (5 total) doing the same work (arch, dev, implementation, ops).
1 like • Mar '25
That being said, there is a lot of automation and engineering work to do. So many old systems and AI still makes a lot of mistakes that I have to help it work through. The winners will be the curious thinkers and entrepreneurs who embrace this technology that can fill in those use cases that would have been impossible before generative and reasoning AI.
1-3 of 3
Stephen Greszczyszyn
2
1 point to level up
@stephen-greszczyszyn-4177
Data and AI Engineer

Active 6h ago
Joined Mar 23, 2025
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