Geometry triage
defeature removes holes, fillets and small faces to leave a machinable envelope.
Da
Defeature agent
Simplifies solids for casting and machining
Manufacturing workflows
Quote and prep faster with machine-ready geometry
Strip a solid down to its casting-blank envelope, repair an unusable mesh, and get a dimensioned sheet out — the three things that stall a quote.
- Trusted by 1,000+ teams
- 15 agent skills available
- 6 CAD and CAE
Manufacturing
Agent-driven modelling
Job shops, CNC, casting, fabrication
Trusted by teams in manufacturing
DaDefeature agent
MaMesh agent
DaDrafting agent
Google
Slack
Microsoft
Zoom
01 · Main features
Everything your manufacturing team needs
Core agent skills tuned for manufacturing — from first drawing to export-ready solid, with the agent in the loop.
Defeature a STEP solid to a casting-blank envelope
Repair and decimate meshes with PyMeshLab
Produce true-scale drawings for the floor
Modelling
Geometry triage
defeature removes holes, fillets and small faces to leave a machinable envelope.
- ✓Parameters stay named, not baked into geometry
- ✓A revision is a value change and a re-run
- ✓The script is the record of what was intended
Modelling preview
Manufacturing matching
@ enquiries / Online enquiry form
WHEN
Record created
Interest / category is Manufacturing
Show fields (4) + trigger action
Show checklist (1) + assign owner
Scripted runs
Mesh repair
pymeshlab closes gaps, fixes normals and reduces triangle count on scanned or exported meshes.
- ✓The same script applies to the next revision
- ✓Runs headlessly on a local or cloud runner
- ✓No GUI step that nobody can reproduce
Scripted runs preview
Post-enrolment process
WHEN
Stage changes to Won
ACTION
Assign owner + create tasks
SCHEDULE
Follow-up email in 2 days
CONDITION
If no reply → escalate
Artifacts
Shop drawing
model_to_2d emits a dimensioned, true-scale sheet from the cleaned solid.
- ✓Scripts and outputs stay together per tenant
- ✓Every intermediate step is kept, not just the result
- ✓Storage ceilings scale with the plan
Artifacts preview
Portals
Create user type| User type | Users | Created by | Access |
|---|---|---|---|
| Customer | 128 | Admin | Limited |
| Reviewer | 34 | Lead engineer | Shared |
| Internal | 56 | Admin | Full |
02 · Use cases
How manufacturing teams use Aikyora
Practical modelling flows your team can run on day one — from first inquiry to booked next step.
Mesh repair
pymeshlab closes gaps, fixes normals and reduces triangle count on scanned or exported meshes.
Ma
Mesh agent
Repairs and decimates incoming meshes
Shop drawing
model_to_2d emits a dimensioned, true-scale sheet from the cleaned solid.
Da
Drafting agent
Turns the cleaned solid into a shop sheet
Geometry triage
defeature removes holes, fillets and small faces to leave a machinable envelope.
Mesh repair
pymeshlab closes gaps, fixes normals and reduces triangle count on scanned or exported meshes.
Shop drawing
model_to_2d emits a dimensioned, true-scale sheet from the cleaned solid.
Proven outcomes
Benefits of an agent that scripts it
Teams in manufacturing use Aikyora to ship revisions faster with fewer redraws.
01
15
agent skills available
02
6
CAD and CAE engines driven headlessly
03
$0.25
per credit of work
04
365 days
validity on purchased credits
Connected stack
Integrate with your favorite apps
Aikyora works with the products you already use. Connect messaging, billing, calendars, and more — so your manufacturing workflows use the same engines as your business.
More industries
Explore more verticals
Same agent — tuned skills and workflows for each industry.
Get started
Ready to put the agent on manufacturing work?
Start free and put engineers and the agent on the same geometry — from first drawing to export-ready solid.