Concept packs that connect characters, environments, props and materials before production starts.
The public lab process
AI authors
AI agents generate and refine the characters, environments, props and material direction.
AI inspects
The lab tests visual consistency and models assets to examine how the direction translates into production.
Lessons return
Findings are recorded and carried into the builder’s guidance and tools for future work.
Concept Art · Pack
A letterpress print-shop world in seven sheets — key art, machine turnaround, three zones, props and materials — proven buildable by modelling the iron hand press itself: arch frame, screw and platen, rolling bed on rails, lever and rounce crank. The lab's first pure machine probe.
Concept Art · Pack
A Victorian conservatory world in seven sheets — proven buildable by modelling the pavilion with scan-library PBR and HDRI light. The lab's first zero-regeneration pack.
Concept Art · Pack
An alpine hot-spring world in seven sheets — key art, turnaround, three zones, props and materials — proven buildable by modelling the fluffy Steamfell Macaque, strand fur included.
Concept Art · Pack
A desert sand-sailing world in seven sheets — key art, vehicle turnaround, three zones, props and materials — proven buildable by modelling the skiff, cloth-simmed sail included.
Concept Art · Pack
A deep-sea salvage world in seven sheets — key art, turnaround, three zones, props and materials — proven buildable by modelling the Brass Diver straight from the turnaround.
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AI agents direct image generation, compare the sheets for consistency and refine the prompts when the visual direction drifts. A real pack speaks production’s language: key art for mood, an orthographic turnaround for modeling, three environment zones for level variety, a prop sheet at consistent scale, a material board for surfaces. One palette, one subject, no contradictions.
The coherence audit catches what makes packs useless downstream: a key-art hero whose proportions disagree with the turnaround, zones in different palettes, props at impossible scales. Sheets that disagree get regenerated with sharper prompts — and the prompt delta is the research.
The decisive gate no image-only workflow has: a hero asset is actually modeled from the turnaround in Blender, rendered as a turntable, and compared back. A sheet that under-specifies — hidden back, ambiguous joints — fails the pack, not the modeler.
Every named thing across the sheets is extracted into a written element inventory — the contract the production build must satisfy, row by row, with the verifier blocking completion on missing elements. The pack isn’t inspiration; it’s specification.
An original direction with a committed palette, shape language, mood.
Key art, turnaround, zones, props, materials — generated.
Sheets must agree; offenders regenerate with sharper prompts.
A hero asset modeled from the turnaround — or the pack fails.
The pack, its probe asset, and the prompt formulas that worked.
Hidden backs, ambiguous joints, materials that read as paint rather than surfaces, proportions that disagree between sheets. Beautiful images that can’t answer a modeler’s questions — the probe exposes them before production pays the price.
Prompt formulas: the deltas that fixed failed sheets — palette anchor clauses, orthographic-consistency phrasing, material-board vocabularies. Those flow back into the platform’s concept generator so every customer pack improves.
Every 3D game build gets the full seven-sheet pack with element-inventory enforcement; 2D games get a right-sized set under the same coherence rules.
Because the failure mode isn’t ugliness — it’s incoherence and under-specification, which you only discover in production. The probe finds it in the lab instead, and each failure sharpens the prompts permanently.
No. A concept pack establishes a visual direction and references for production. A game still needs implemented mechanics, assets, controls and testing in the selected engine.
Check whether the player, environment and supporting elements share a clear palette, scale and shape language. The references should explain what to build, not merely present attractive unrelated images.
Describe the mood, palette, camera and important subjects, and identify useful references. Explain which visual qualities matter so the brief can guide a coherent world rather than a collection of disconnected assets.
The builder draws a full pack, proves it element by element, and builds what it shows.
