In our last post on generative AI, we explored the potential—and current limitations—of generative AI in 3D design, with tools like Rodin and Meshy. While some AI-generated models made it through our casting process, many didn’t pass the technical thresholds required for lost wax casting.
Since then, a new tool caught our attention: Tripo AI. It’s one of the most promising platforms for transforming 2D prompts and photos into detailed 3D meshes. We got excited right away when we simply prompted: “a ring with a dragon on it”, and Tripo instantly returned a detailed, castable 3D model.
A quick technical review suggested: this might actually work for lost wax casting really well.
👇 Read on to see how we put Tripo to the test.
Spoiler alert: the future of AI-generated 3D design for metal casting is bright, and it’s already here.
Why Tripo AI Stands Out
Tripo AI is rapidly becoming a favorite among digital creators, jewelry designers, and 3D hobbyists. And for good reason: it produces clean, watertight geometry, has efficient mesh generation, and offers intuitive controls that even non-experts can use.
Unlike other AI tools that often produce beautiful yet technically flawed models, Tripo delivers results with solid mesh density, symmetry, and structural integrity — all essential for real-world manufacturing.
Putting Tripo AI to the Lost Wax Casting Test
We selected our dragon ring design made with Tripo AI and ran it through our production process at Castimize.
What went well:
Exceptional detail retention in high-relief areas (check those teeth!)
Zero mesh repair needed: the model was production-ready
Smooth surface continuity and geometric symmetry
Robust structure: no unsupported overhangs or fragile edges
What didn’t work?
Honestly? We struggled to come up with any real drawbacks.
Tripo’s models are the most production-ready we’ve tested from an AI tool to date.
Process of casting the Tripo AI dragon ring design
Tripo AI + Castimize: A Powerful Duo
With Tripo’s next-gen 3D generation and Castimize’s expertise in lost wax casting, we’re getting closer to a future where anyone can turn an idea into metal.
Want to create your own dragon ring, figurine, or anything your imagination dreams up?
Want to turn an image into a wearable sculpture? (Stay tuned, we have an awesome 3D design currently in testing!)
Try Tripo AI yourself.
You’ll get 600 free credits to generate your first designs. Looking for a discount after? Use code UTHCOZHP for 30% off.
Final Thoughts
Generative AI for 3D design isn’t just an experimental space anymore, it’s becoming a practical tool for designers, jewelers, creators and engineers. Tools like Tripo AI are bridging the gap between digital design and physical production, enabling manufacturable models in brass, bronze, silver, and gold.
We’ll keep testing, learning, and adapting, transforming your digital dreams into tangible treasures, with the perfect fusion of AI and ancient artisan skill.
Ready to create? Upload your Tripo model to Castimize
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