Patternmakers, Wood

How patternmakers, wood are reshaped as AGI capability advances.

OccupationsPatternmakers, Wood

The bottom line

About 35% of the work in Patternmakers, Wood is information-shaped and increasingly AI-deliverable, with the rest a hybrid of judgment and hands-on work. The automation frontier runs straight through the middle of this role.

Why: Wood Patternmakers exhibit a clear hybrid profile. Their highest-importance work activity is cognitive and digital ('Drafting, Laying Out...' at 4.46), supported by 8 tools in IT/software (segment 43, including CAD and Mastercam). However, the role heavily relies on physical execution, evidenced by 15 tools in industrial machinery (segment 27), 'Performing General Physical Activities' (4.05), and physical work contexts like 'Wear Common Protective Equipment' (4.57) and 'Using Your Hands to Handle... Objects' (4.43). This blend of digital drafting and hands-on manufacturing anchors it in the lower-hybrid band.

grounded in the economy graph · digital scalar 0.35 · hybrid

Business-as-Code

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.

The work of Patternmakers, Wood engages 41 activities — the executable steps that, decomposed, reveal what becomes Code, what stays Human.

Analyzing Data or InformationO*NET Assisting and Caring for OthersO*NET Coaching and Developing OthersO*NET Communicating with People Outside the OrganizationO*NET Communicating with Supervisors, Peers, or SubordinatesO*NET Controlling Machines and ProcessesO*NET Coordinating the Work and Activities of OthersO*NET Developing Objectives and StrategiesO*NET Developing and Building TeamsO*NET Documenting/Recording InformationO*NET Drafting, Laying Out, and Specifying Technical Devices, Parts, and EquipmentO*NET Establishing and Maintaining Interpersonal RelationshipsO*NET

+29 more via engagesIn

Patternmakers, Wood involves 41 work activities — the generalized motions beneath the role, each scored against the AI-deliverability frontier.

+29 more via involvesActivity

Autonomous Agents as digital employees

Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.

Patternmakers, Wood performs 20 tasks on the graph — the atomic work units that become the job description for a digital employee, promoted to autonomy on track record.

Collect and store patterns and lumber.O*NET Compute dimensions, areas, volumes, and weights.O*NET Construct wooden models, templates, full scale mock-ups, jigs, or molds for shaping parts of product...O*NET Correct patterns to compensate for defects in castings.O*NET Divide patterns into sections according to shapes of castings to facilitate removal of patterns from...O*NET Estimate costs for patternmaking jobs.O*NET Finish completed products or models with shellac, lacquer, wax, or paint.O*NET Fit, fasten, and assemble wood parts together to form patterns, models, or sections, using glue, nai...O*NET Glue fillets along interior angles of patterns.O*NET Inventory equipment and supplies, ordering parts and tools as necessary.O*NET Issue patterns to designated machine operators.O*NET Lay out patterns on wood stock and draw outlines of units, sectional patterns, or full-scale mock-up...O*NET

+8 more via performs

Patternmakers, Wood is employed across 3 settings — the places where this role's work is done, and where digital employees first sit beside the humans.

Fabricated Metal Product ManufacturingBLS.OEWS.Industry.Occupation.tsv ManufacturingBLS.OEWS.Industry.Occupation.tsv Wood Product ManufacturingBLS.OEWS.Industry.Occupation.tsv

Headless SaaS for Agents

The software here going agent-consumable — where the API, not the UI, becomes the way the work gets done.

Patternmakers, Wood uses 25 tools today. As each gains an agent-consumable surface (API / MCP / SDK), the human UI stops being the only way in — and the work routes straight to an agent.

+13 more via usesTool

Patternmakers, Wood relies on 12 products. The headless dimension of each — whether an agent can call it without a screen — is what decides how much of this work goes hands-free.

3D Systems Geomagic Design XO*NET AutoCAD Autodesk AutoCADO*NET Computer aided design CAD softwareO*NET Delcam PowerMILLO*NET Mastercam Mastercam computer-aided design and manufacturing softwareO*NET Microsoft ExcelO*NET Microsoft Office softwareO*NET Microsoft OutlookO*NET SolidWorks Vectric Aspire

The software Patternmakers, Wood reaches for already exposes 12 agent-callable actions (via uses → exposedBy) — typed surfaces an agent invokes directly, no human screen in the loop. The work routes to the API, not the UI.

Microsoft Excel — API Request (Beta)ontology-structure Microsoft Excel — Add Rowontology-structure Microsoft Excel — Add Row(s)ontology-structure Microsoft Excel — Add Row to Tableontology-structure Microsoft Excel — Clear Cells by Rangeontology-structure Microsoft Excel — Clear Column by Indexontology-structure Microsoft Excel — Clear Row by IDontology-structure Microsoft Excel — Create Workbookontology-structure Microsoft Outlook — API Request (Beta)ontology-structure Microsoft Outlook — Add Attendees to Calendar Eventontology-structure Microsoft Outlook — Add User to Distribution Listontology-structure Microsoft Outlook — Calendar Event Startontology-structure

The problems this exposes

Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.

+3 more problems on the graph

Where Patternmakers, Wood sits

Recent capability events

No capability events for this entity yet.

Problems

Specialized Skill Attritiontalent
Legacy Pattern Degradationops
Specialty Hardwood Procurementsupply-chain
Combustible Dust Compliancecompliance
Additive Manufacturing Competitioncompetitive
CAD Blueprint Translationops

Opportunities

Legacy Pattern DigitizationService-as-Software
Blueprint Translation AgentAgent
Specialty Hardwood SourcingHeadless SaaS
Tacit Knowledge CaptureAgent