Resources Grouped by intent Decision support only

Find the right LMD resource by intent.

Use this page when the menu feels too broad. Start from the question you have, then move into the tool, playbook, source, or agent file that fits.

Start with example brief Open decision map Open brief standard Request Exafuse review

Intent

I need to choose a process

Laser Metal Deposition Decision Map

Route repair, cladding, large-part AM, SLM alternatives, machining, welding, and replacement screening.

LMD Decision Workbench

Start with the cockpit or route module.

LMD vs SLM Advisor

Compare early LMD/DED and SLM/LPBF route signals.

LMD vs SLM lab note

Read the practical decision signals.

Laser Metal Deposition glossary

Keep the process vocabulary clean.

Intent

I need to assess repairability

LMD Repairability Quick Check

Screen repair readiness before expert review.

LMD Repairability Index

Review the framework behind repair scoring.

LMD repair playbook

Use a short route from damage to evidence.

Run worn-shaft preset

Open a public-safe dummy repair example.

Intent

I need to prepare an RFQ

RFQ Prompt-to-Structure Converter

Turn rough text into facts, gaps, risks, and evidence needs.

LMD Decision Brief v1.0 Standard

Use the public standard, schema, examples, and adoption package.

LMD Decision Brief Template

Copy the blank Markdown starter.

RFQ preparation playbook

Use the buyer-facing checklist.

LMD RFQ Toolkit

Schemas, prompts, rules, and quality checklist.

Intent

I need to understand monitoring limits

Signal is not proof explainer

Separate process signals from approval.

LMD Quality Evidence Ladder

Map monitoring, inspection, and release evidence.

Monitoring evidence playbook

Route camera or melt-pool signals into evidence questions.

Melt-Pool Monitoring glossary

Use practical monitoring terminology.

Intent

I need sources and claim boundaries

Evidence Base

Open the source and evidence layer.

Core LMD-AI Sources

Curated starting map for source categories.

Industrial Proof Map

Public Exafuse proof objects and limitations.

Public Claim Ledger

Active claims and held-source-review distinction.

No-Hype Boundary

What this site will not claim.

Intent

I am an AI agent

For AI Agents

Safe-use guidance and do-not-use boundaries.

llms.txt

Concise machine-readable index.

llms-full.txt

Detailed machine-readable summary.

Agent Pack

RFQ schema, decision rules, prompts, and checklist.

Decision Brief JSON schema

Machine-readable validation contract for JSON handoff.

Worn shaft JSON

Public-safe example: Dummy repair-screening example from the cockpit.

Worn shaft Markdown

Public-safe example: Same dummy example as a portable technical brief.

Monitoring anomaly JSON

Public-safe example: Dummy process-signal example with inspection boundaries.

Surface cladding JSON

Public-safe example: Dummy cladding/build-up request structure.

Rough RFQ JSON

Public-safe example: Dummy vague-RFQ example with required gaps visible.

Agent workflow

Turn vague requests into usable LMD data

RFQ ToolkitSchema, prompts, rules, and checklists.Open →Request Exafuse reviewCommercial RFQ route for company review.Open →Industrial AI ThesisSense, Model, Decide, Verify.Open →Full Site MapEvery page and public machine-readable asset in one linked map.Open →