u/Qwesbrz

Hey everyone,

I’m currently doing my internship and working on setting up an AI-assisted product photography pipeline for high-end furniture. I really want to deliver the best of the best and blow my boss away with what ComfyUI can do, so I’m reaching out to see if anyone has a battle-tested workflow or advice for this specific setup.

Here is the exact pipeline I’m aiming to build:

1. Exact Geometry Retention: Starting with 4 Blender renders/passes of the furniture piece so the 3D form, proportions, and edges are 100% accurate (ControlNet Depth + Canny/Lineart).
2. Multi-Texture Ingestion via Image Reference: Injecting real photo references for specific materials (e.g., a specific high-res wood grain for the body, leather texture for details/handles). I assume masked IP-Adapter or regional conditioning is the way to go here?
3. Custom Studio Setting & Lighting: Placing it in a minimalist neutral grey studio setting, but with our own signature dramatic light and shadow style (considering IC-Light, specific ControlNets, or Style LoRAs).
4. Ultra-High-Res Output: Multi-pass rendering / ultimate upscaler to get crisp micro-textures without plastic AI artifacts.

My questions for the experts here:

• Does anyone have a .json workflow template or a similar node architecture they’d be willing to share as a starting point?
• What’s the current gold standard stack for this? (Flux vs. SDXL for texture fidelity + IC-Light vs. regional IP-Adapter?)
• Any crucial custom nodes / techniques I shouldn’t overlook for keeping industrial product accuracy intact?

Any workflow links, node suggestions, or tips would be massively appreciated. Thank you in advance for helping me out!

He i am a 22 year old and just got a new job where I will be responsible for the first ai intergration.

I made a roadmap and Azure was the main part in this. But I don't have any experience with it. I am planning to start the AZ-900 but is it worth it?

My first ai intergration project is automatically making the invoices. From mail to concept where an employee checks at the last point. 1 am planning to work with 5 agents (2 of them would have LLM intergration).

The data would come out of outlook. Compared in sales force and into Exact (one of their programs) where the first concept will be and after the check send to the customer.

Now is my question is this the best way? I love the safety that azure would give and learn a new skill is one of the thing that get me going!

I would love to share the concept plan that I got but I don't have access to my work pc right now so maybe later.

The big question is: would learning azure be a gain when I am responsible for ai intergration/automisation?

Happy with all responses 😁

​Hey Reddit, I’m 21 and I’m starting a new job next month heading up a solo AI department at a high-end furniture factory.

​Short backstory: I did a short internship there recently where I used some AI video tools for a project, and it ended up getting shown to the main CEO (the company is a subsidiary, so the big boss saw it). Long story short, they loved it and now I’m starting a new role to do my own thing.

​I’m super hyped, but there’s no real roadmap, so I have a blank slate. I want to show the real power of AI and save the company some big bucks in my first week to shock everybody.

​I was already thinking about stuff like:

​Zapier integration: Automating the flow for our invoice processing.

​Product imagery: Extending our product photos with different color options (we currently drop 30K on 6 shoots, and not even 20% of our products have all color variants shown).

Can someone help me find the best agent form for me to use right now?

​But I want to know what you guys would do. What is an easy-to-start, high-impact project that would make the CEO’s jaw drop? I’m open to anything—I really want to prove what AI can do right out of the gate.

Starting new job with own department (21 years old)

I’m 21 and I’m starting a new job next month heading up a solo AI department at a high-end furniture factory.

​Short backstory: I did a short internship there recently where I used some AI video tools for a project, and it ended up getting shown to the main CEO (the company is a subsidiary, so the big boss saw it).

Long story short, they loved it and now I’m starting a new role to do my own thing.

​I’m super hyped, but there’s no real roadmap, so I have a blank slate. I want to show the real power of AI and save the company some big bucks in my first week to shock everybody.

​I was already thinking about stuff like:

​Zapier integration: Automating the flow for our invoice processing.

​Product imagery:Extending our product photos with different color options (we currently drop 30K on 6 shoots, and not even 20% of our products have all color variants shown).

​But I want to know what you guys would do. What is an easy-to-start, high-impact project that would make the CEO’s jaw drop?

I’m open to anything I really want to prove what AI can do right out of the gate.