SDM - Smart Digital Manufacturing
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SDM AI Engineering Platform
SDM AI Engine Specialist

AI Additive Manufacturing Engineer

Describe the part, material, application, performance, quantity, geometry, quality, and available equipment. The engineer develops a preliminary process, DfAM, build, support, post-processing, qualification, cost, and sustainability route.

Expert-system capabilities

Conversational AM intake
Process and material selection
Orientation, supports, and printability
DfAM and lightweighting guidance
Post-processing and hybrid manufacturing
Qualification, cost, and sustainability report

Conversational Engineering Intake

Describe the project naturally

Describe the part, process, machine, production problem, or engineering task in Arabic or English. I will extract what you provide and ask only for the missing critical information.

Engineering tools

Integrated additive-manufacturing workspace

AM Project Inputs

Process Selection Engine

Leading candidate

LPBF / SLM

Preliminary suitability score: 80/100

LPBF / SLM

80

Complex dense metal parts

Limit: High cost, supports, residual stress

FDM / FFF

35

Low cost, fast iteration, accessible

Limit: Anisotropy, visible layers, support marks

SLA / DLP

35

Fine detail and smooth surfaces

Limit: Brittleness, post-cure, resin handling

SLS / MJF

35

No dedicated supports, batch nesting

Limit: Powder handling, porous finish

Printability & Support Review

Moderate support demand; orientation study required
Wall thickness is suitable for preliminary review
Check powder/resin escape and trapped-volume access
Tolerance appears compatible with preliminary AM planning

Support demand: Medium

Orient critical surfaces away from supports, place strongest material direction along principal loads, and keep removal access visible.

DfAM Improvement Advisor

Consolidate assemblies where access and maintenance permit.
Replace nonfunctional solid mass with ribs, shells, or validated lattices.
Add self-supporting transitions and teardrop channels where possible.
Preserve machining stock on datums and tight-tolerance interfaces.
Add powder or resin escape routes for enclosed regions.
Design support-removal and inspection access before freezing geometry.

Build, Time & Cost Screening

Estimated build time

29.2 h

Batch-screen total

87.5 h

This estimate uses generic deposition assumptions and excludes setup, heat treatment, support removal, qualification, machining, inspection, and machine-specific overhead.

Post-Processing & Qualification

  1. 1Stress relief before support removal
  2. 2Remove from build plate and supports
  3. 3HIP if fatigue/critical density requires it
  4. 4CNC finish critical datums, holes, and sealing faces
  5. 5Surface finishing and dimensional inspection

Sustainability Assessment

Track virgin/recycled powder or filament lots and reuse cycles.
Estimate material yield including supports, failed builds, machining stock, and powder refresh.
Compare AM against CNC or casting at the actual production quantity.
Include energy-intensive heat treatment, HIP, and inert-gas demand.
Define end-of-life reuse, recycling, and material segregation routes.

AM Engineering Report Structure

01Executive summary and use case
02Confirmed inputs and assumptions
03Process and material selection
04Build orientation and supports
05DfAM and printability review
06Residual stress and distortion risks
07Post-processing and hybrid route
08Inspection and qualification plan
09Cost, schedule, sustainability, and risks

AM Knowledge Graph

Connected part, material, process, machine, orientation, supports, post-processing, inspection, and qualification knowledge

Applications and requirements
AM materials
AM process families
Build orientation
Support strategies
DfAM rules
Post-processing routes
Inspection and qualification

Results are preliminary engineering support. Final build parameters, material allowables, orientation, supports, thermal treatment, powder or resin handling, safety, qualification, inspection, and production release require machine-specific data and qualified engineering approval.