Intelligence that takes shapes. Shape intelligence for agent platforms.
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Change the part.
The shape is there. Editable features and design requirements are often missing. Before the next change, teams have to bring that context back together.
Join the waitlist
Harness Mesh to CAD
Harness Keep references, dimensions, and hard constraints with your agents as they work through each revision.
Describe the next change…
Preview with SolidWorks, Google Drive, Fusion and Autodesk icons. Tool connections are illustrative.
See the workflow
Make it yours.
Start with existing geometry.
An STL mesh or CAD model gives a design task its starting point.
Keep constraints in view.
Bring project references, specifications, and dimensions that must stay fixed.
Specify the next revision.
Describe what should change and what must stay fixed as the design evolves.
Inspect the result.
Review geometry, dimensions, and drawings before the next revision.
V12-60 engine 149 parts
Technical drawing of piston R1 {"schema": "cad.drawing.v1", "part_id": "piston-r1", "label": "Piston R1", "model_version": "v2-069db2c8", "source_sha256": "26ecd609e6b2970980351e93b2c2b6067e7b0b993e7ed83c0d6ff5b52b3ebd61", "units": "mm", "projection": "first-angle (ISO 5456-2)", "sheet": {"size": "A3", "mm": [420.0, 297.0]}, "scale": [1, 1], "scale_text": "1:1", "views": {"front": {"right": [1, 0, 0], "up": [0, 0, 1], "extent": [-42.900000000000006, 42.900000000000006, 0.0, 60.00000000000003], "origin": [123.74999999999999, 63.99999999999997], "scale": 1.0, "linework": {"visible": 37, "hidden": 42}}, "top": {"right": [1, 0, 0], "up": [0, 1, 0], "extent": [-42.900000000000006, 42.900000000000006, -42.90000000000001, 42.90000000000001], "origin": [123.74999999999999, 137.0], "scale": 1.0, "linework": {"visible": 5, "hidden": 86}}, "left": {"right": [0, -1, 0], "up": [0, 0, 1], "extent": [-42.90000000000001, 42.90000000000001, 0.0, 60.00000000000003], "origin": [233.65, 63.99999999999997], "scale": 1.0, "linework": {"visible": 40, "hidden": 25}}}, "identity_base_version": null, "title_block": {"drawing_number": "piston-r1@v2-069db2c8", "revision": "v2", "date_of_issue": "2026-10-23", "sheet": "1/1", "size": "A3", "scale": "1:1", "units": "mm", "creator": "Studio editor build · user not recorded", "checked": "", "approved": "", "material": "未指定 / unspecified", "model_version": "v2-069db2c8", "parent_version": "v0", "identity_base_version": "none", "source_sha256": "26ecd609e6b2"}, "holes": [{"view": "top", "count": 2, "callout": "2× Ø28 ↧1", "ids": ["piston-r1/h1", "piston-r1/h2"], "labels": ["h1", "h2"], "ambiguous": {}, "entries_mm": [[-15.0, 18.0, 60.0], [15.0, 18.0, 60.0]]}, {"view": "top", "count": 2, "callout": "2× Ø33 ↧1", "ids": ["piston-r1/h3", "piston-r1/h4"], "labels": ["h3", "h4"], "ambiguous": {}, "entries_mm": [[-17.0, -18.0, 60.0], [17.0, -18.0, 60.0]]}, {"view": "left", "count": 2, "callout": "2× Ø22.1 PARTIAL BORE L31.4", "ids": [], "labels": ["p1", "p2"], "ambiguous": {}, "entries_mm": [[-11.5, 0.0, 28.0], [42.9, 0.0, 28.0]]}], "overall_mm": [85.8, 85.8, 60.0]}
FRONT
TOP
h1
h2
h3
h4
0
25.9
27.9
57.9
59.9
60.9
24.9
0
LEFT
p1,p2
0
42.9
28
0
85.8
60
85.8
Explore the engine, one perspective at a time
01 Assembled 02 Exploded 03 Piston out 04 Drawing
Parts 149
Bore × stroke 86 × 80 mm
Displacement 5,577 cc
Valves 48
From shapes
Connections Shape the joints and interfaces that bring parts together.
Angled view
Side view
Solid
Wireframe
Shape intelligence for your platform.
Before you begin.
Who is Intgral for? Agent platforms building geometry workflows, and industrial and mechanical designers working on editable CAD.
How can we work together? Join the invitation waitlist, or email us to discuss your platform and integration needs.
What can we explore together? Our research focuses on editable CAD from STL. Bring your geometry, specifications, and revision needs to discuss the current workflow.
Exceptional minds. Remarkable roots.
