Complete AI Training

AI app for creatives · no coding needed

Mesh-aware 3D texture and material production workbench

Reduce manual texture rework while keeping the artist's approved look.

Made for: Game studios and 3D artists producing textured models for games and digital scenes

What Mesh-aware 3D texture and material production workbench looks like
Open the demo For members · a working demo with sample data

What it does for you

The problem

Texture and material work is slow, and generated maps often misalign with the mesh, UV layout and lighting, forcing manual rework before engine import.

What it gives you

Artist-approved texture and material maps linked to engine-ready assets

What you give it

Licensed model meshesUV layoutsreference imagesart direction

Build your own version of CharmedAI, Charmed AI and more

One app with what these 3 AI tools do, yours to keep and change: CharmedAI, Charmed AI, Polyhive.

Everything these tools do, in one app

  • 3D texture generation Creates textures for 3D models.Found in CharmedAI, Polyhive
  • Text-based input Lets users describe the desired texture in words.Found in Polyhive
  • Mesh-aware texturing Aligns textures correctly with the model's mesh structure.Found in Polyhive
  • UV-mapped textures Produces textures that fit the model's UV mapping.Found in CharmedAI, Polyhive
  • 360° consistency Keeps the texture looking consistent from all viewing angles.Found in Polyhive
  • Multiple texture maps Supports generating different types of texture maps.Found in CharmedAI, Polyhive
  • Material map generation Automatically creates material maps needed for advanced rendering.Found in Polyhive
  • Texture customization Allows users to customize and fine-tune textures.Found in CharmedAI
  • Game-ready assets Outputs assets that are immediately compatible with game engines.Found in Polyhive
  • Game engine integration Deploys assets directly into Unity and Unreal.Found in Polyhive
  • Collaborative asset management Supports team workflows for managing and iterating on 3D assets.Found in Polyhive
  • Intuitive interface Simplifies the texture creation process with an easy-to-use interface.Found in CharmedAI
  • Rapid texture creation Speeds up the asset creation process.Found in CharmedAI
  • AI content generation Generates written content such as articles, stories, and marketing copy.Found in Charmed AI
  • Context-aware suggestions Offers suggestions to improve writing flow and style.Found in Charmed AI
  • Tone and voice settings Lets users customize the tone and voice for different audiences.Found in Charmed AI
  • Writing platform integration Integrates with popular writing platforms for a seamless workflow.Found in Charmed AI
  • Grammar and spell checking Provides real-time grammar and spell checking to enhance accuracy.Found in Charmed AI

How it works, step by step

  1. Import model meshes and UV layouts
  2. Accept text descriptions of the desired texture
  3. Generate textures aligned to the mesh structure
  4. Produce UV-mapped texture outputs
  5. Keep the texture consistent across all viewing angles
  6. Generate multiple texture map types
  7. Create material maps for advanced rendering
  8. Let artists customize and fine-tune results
  9. Export game-ready assets
  10. Deploy assets into Unity and Unreal
  11. Support team asset management and iteration
  12. Provide a simple creation interface
  13. Speed up texture production
  14. Generate written content such as asset notes, articles and marketing copy
  15. Offer context-aware writing suggestions
  16. Apply tone and voice settings for different audiences
  17. Integrate with common writing platforms
  18. Run grammar and spell checks on written output
  19. Compare the reviewed result with the recorded baseline and value assumptions
  20. Capture corrections and named-owner approval before consequential use
  21. Export a versioned artist-approved texture and material maps linked to engine-ready assets with source references and unresolved questions

Build it yourself with your AI system

Build this app yourself, no coding needed

Start with a quick version you can try in a few minutes. Like it? Then build the full app by copying and pasting our step-by-step instructions: everything is prepared for you.

Sign in to see how to build it yourself

Build a quick version to try, or get the full app pack for Mesh-aware 3D texture and material production workbench with the step-by-step building instructions. You don't need any technical skills: you copy, paste and answer a few questions. Both are included in the membership.

Sign in Become a member

4 Have it built for you days to a few weeks

Rather not do it yourself, or want it fully tailored to your data, your way of working and your brand? Nexibeo builds Mesh-aware 3D texture and material production workbench with you.

Have Nexibeo build it

What's in the app pack

Included in the Complete AI Training membership.

  • The building instructions your AI follows, step by step
  • The questions your AI will ask you about your business before it starts
  • A clickable demo you can open in your browser, to see how it should work
  • A detailed blueprint of the screens, the information it keeps and the checks it runs

Become a member to get the app packAlready a member? Sign in

The files, for the technically curious
  • START-HERE.mdHow to build it with your own AI (read first)3 KB
  • README.mdOverview and links3 KB
  • questions.mdQuestions to answer before you build3 KB
  • prompt-cloudflare.mdThe full build prompt, hosted on Cloudflare28 KB
  • prompt-vps.mdThe same build on your own server (Docker)28 KB
  • spec.jsonData model, API, AI pipeline, acceptance criteria15 KB
  • demo/index.htmlThe working demo on sample data193 KB

Questions

Do I need to know how to code?

No. You copy and paste the prompts on this page into ChatGPT or Claude, and the AI does the building. When it asks you something, you answer in your own words.

What does it cost?

The quick version, the app pack and the step-by-step instructions are for members: you pay the membership price, not a price per app (see the plans). Building the full app uses your own ChatGPT or Claude subscription. Putting it online is often cheap or no cost at the start, and your AI tells you before anything costs money.

How long does it take?

The quick version: about two minutes. The real app: an afternoon for a first version you can use, longer if you want every feature.

Can I change it to fit my business?

Yes. Tell your AI what to change in plain words, like “add a column for the price” or “use our logo and colours”. Or have Nexibeo build and customise it for you.

More detailsHow the AI works, safeguards and what to build first

Reduce manual texture rework while keeping the artist's approved look. For game studios and 3D artists producing textured models for games and digital scenes, convert licensed model meshes, UV layouts, reference images and art direction into artist-approved texture and material maps linked to engine-ready assets. The benefit is a testable hypothesis, measured through accepted engine-ready assets per artist hour and corrections after art approval; do not assume that AI output alone produces business value.

Confirm the buyer's problem and scope, collect licensed model meshes, UV layouts, reference images and art direction, then follow this sequence: 1. Import model meshes and UV layouts. 2. Accept text descriptions of the desired texture. 3. Generate textures aligned to the mesh structure. 4. Produce UV-mapped texture outputs. 5. Keep the texture consistent across all viewing angles. 6. Generate multiple texture map types. 7. Create material maps for advanced rendering. 8. Let artists customize and fine-tune results. 9. Export game-ready assets. 10. Deploy assets into Unity and Unreal. 11. Support team asset management and iteration. 12. Provide a simple creation interface. 13. Speed up texture production. 14. Generate written content such as asset notes, articles and marketing copy. 15. Offer context-aware writing suggestions. 16. Apply tone and voice settings for different audiences. 17. Integrate with common writing platforms. 18. Run grammar and spell checks on written output. Resolve uncertain cases with qualified reviewers, approve artist-approved texture and material maps linked to engine-ready assets, and measure accepted engine-ready assets per artist hour and corrections after art approval against a documented baseline.

How the AI works

Use AI to interpret permitted inputs, suggest structured mappings and generate candidate outputs for the stated task modules. Use deterministic code for arithmetic, schema validation, hard constraints and reproducible tests. Review source-linked explanations and uncertainty before accepting results. One fixed model format and licensed reference set; final art direction and engine checks remain with the artist. A model suggestion is never a verified fact, professional decision or authorization to act.

Safeguards

Preserve artist style, source attribution, asset accuracy and usage permissions. Artists approve substantive changes and publication scope. One fixed model format and licensed reference set; final art direction and engine checks remain with the artist. Keep all consequential actions under authorized human control and do not fabricate missing inputs, permissions, professional judgments or market evidence.

What to build first

Pilot scope: One fixed model format and licensed reference set; final art direction and engine checks remain with the artist. Implement one approved input format, a bounded representative case set and the first two task modules: import model meshes and UV layouts; accept text descriptions of the desired texture. Support the remaining modules with operator review: generate textures aligned to the mesh structure; produce UV-mapped texture outputs; keep the texture consistent across all viewing angles; generate multiple texture map types; create material maps for advanced rendering; let artists customize and fine-tune results; export game-ready assets; deploy assets into Unity and Unreal; support team asset management and iteration; provide a simple creation interface; speed up texture production; generate written content such as asset notes, articles and marketing copy; offer context-aware writing suggestions; apply tone and voice settings for different audiences; integrate with common writing platforms; run grammar and spell checks on written output. Include source references, corrections, basic organization access, approval states, export and value measurement. Use managed operator assistance for unresolved exceptions. The cost estimate covers this narrow prototype, not unrestricted multi-tenant scale, complex production integrations, specialist certification or physical operations.

What it can connect to

Artist-owned model files, authorized reference images and permitted research sources. Cloud asset storage, engine import/export and publishing destinations. Start with file exchange and validate destination specifications before promising direct engine deployment. Start with authorized file exchange. Validate current provider access, usage rights and schema behavior before promising a connector.

The screens in detail

Primary screens: Model and art-direction brief, Editable texture and material preview, Client proof and delivery. Use a thumbnail gallery for assets, a large central 3D viewport with orbit and lighting controls, and a right-hand panel for references, constraints and comments. Let users compare texture versions side by side. Display draft, changes requested and approved states. Provide a client preview link with comments anchored to the relevant asset. Make the task-specific outcome artist-approved texture and material maps linked to engine-ready assets visible beside its evidence, review state and value baseline.