A month's already in 2026 and we made some new friends. 300+ users trusted ShopOS while we're still building in beta and shaping the platform.
We learned a lot from them, we listened to all of them. And a few things were common: 🧬 "I keep re-explaining my brand in every generation" 💰 "I'm not sure where my credits are going" ⚡️ "I want to generate more in a single run"
So we decided to address them. This release is focused on memory, scale & predictability. Ready? 🎒 Let's unpack what changed 👇
Brand Memory that really understands your brand DNA
No more explaining brand vibes to AI every time you’re generating something.
With v2, brand context now persists across sessions and Spaces. Tone, constraints, and preferences carry forward so outputs stay consistent without extra setup.
More control, when you need it – AI model selection
Our users can now select from various AI models at the time of generation, instead of being locked into defaults.
This gives them flexibility to choose between:
- Speed vs Quality
- Exploration vs Precision
Finding the right Space is now easier than ever
We’ve improved how Spaces are organized and discovered in ShopOS:
- “Explore Spaces” button is removed from the bottom screen
- Spaces are now live in the left sidebar
- Spaces can be now filtered based on use cases
- Special indicators to differentiate between stable & beta spaces
- Visual representation & detailed explanation to help users understand what each space can/can’t do
Process bulk SKUs using the “batch mode”
Real work rarely happens one output at a time.
No more restarting from scratch for every SKU. With Batch mode, our users can now generate multiple outputs in a single go.
We made some improvements to the overall product experience too
- Workflows can now stream outputs in realtime
- Clear credit visibility. You now have clear visibility into how many credits will be consumed for each generation
- A few new spaces to help you solve more things
🐞 Bug fixes & Product refinement
- Better stability across workflows
- Fewer failed or stuck generations
- General performance and reliability fixes
- Significant improvement in generation quality
If something felt a bit off earlier, it probably doesn’t anymore.
That’s ShopOS v2 for the world.
Everything should feel smoother, more predictable, and easier to use.