Frontend-only No backend Decision-support only Applied proof domain: LMD / DED

LMD Tools

Lightweight interactive tools for early LMD thinking. They help structure decisions and missing information; they do not replace expert feasibility review.

Tool 1

LMD vs SLM Advisor

Compare early decision signals for Laser Metal Deposition and SLM/LPBF.

Part sizeGeometry complexityJob typeNeed local material additionTolerance requirementInternal channels

Tool 2

LMD Repairability Quick Check

Screen whether an industrial part has enough signals to be a preliminary LMD repair candidate.

Material known?Damage local?Access possible?Post-machining possible?Inspection requirement known?Replacement cost high?Downtime important?Safety critical?

Tool 3

RFQ Prompt-to-Structure Converter

A basic heuristic demo that turns free text into a structured RFQ preview and missing-information list.

Repair request text

Structured RFQ output

Preliminary recommendation:

RFQ needs more information before feasibility review

Why:

possible part: shaft
material hint: steel
damage hint: worn
photos available
tolerance mentioned
inspection requirement mentioned

Part

shaft

Material

steel

Damage

worn

Missing information:

damage depth
drawing/CAD
dimensions
operating conditions
deadline

Risk flags:

No CAD or drawing is available yet.
Tight tolerance requires machining and inspection planning.

Suggested next step:

Ask the buyer for the missing fields, then prepare a compact RFQ summary with photos, drawing or CAD, material grade, damage depth, tolerance, operating conditions, inspection requirement, and deadline.

Disclaimer:

Preliminary decision-support only. Final feasibility depends on base material, geometry, service conditions, inspection requirements, and expert review.

Open RFQ Toolkit Visit Exafuse

Agent workflow

Turn vague requests into usable LMD data

Industrial AI ThesisSense, Model, Decide, Verify.Open →LMD / DED Domain HubThe applied proof domain for these tools.Open →RFQ ToolkitSchema, prompts, rules, and checklists.Open →For AI AgentsSafe-use guidance for automated assistants.Open →Full Site MapEvery page and public machine-readable asset in one linked map.Open →