Construction
How construction are reshaped as AGI capability advances.
The bottom line
Only about 15% of Construction is information work today — the rest is physical, and moves slowly. The exposure is concentrated in the back office: the books, the paperwork, the scheduling, the marketing.
Why: Based on the LENS prior, the Construction sector carries a digital scalar of 0.15. The industry's defining activities—constructing buildings, heavy civil engineering projects, and specialty trades like masonry, painting, and electrical work—are inherently hands-on and site-bound, categorizing the core value-producing work as strictly physical.
grounded in the economy graph · digital scalar 0.15 · physical
Business-as-Code
Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Construction links to 3 entities via `specializes` — a real edge on the economy graph, surfaced here so the claim stays grounded in data rather than assertion.
Construction links to 88 entities via `suppliesTo` — a real edge on the economy graph, surfaced here so the claim stays grounded in data rather than assertion.
+76 more via suppliesTo
Construction is itself composed of 3 parts that flow up into it — the sub-units whose work, summed, is what AGI capability re-prices here first.
Autonomous Agents as digital employees
Which of this work becomes digital labor — performed under typed authority, promoted to autonomy on track record.
Construction employs 390 occupations — the workforce whose routine, information-shaped tasks an autonomous stack can take under typed authority.
+378 more via employs
The problems this exposes
Node-intrinsic problems read straight off the graph (exposesProblem) — the evergreen wedges a builder could take into this space.
- Bid Cost Estimation Accuracy
- Bid Estimate Accuracy
- Bid Takeoff Accuracy
- Bridge Retainage Cash Flow
- Bridge Subcontractor Payment Gaps
- Calculate Accurate Bid Estimates
- Change Order Dispute Resolution
- Competitive Bid Estimating
- Construction Defect Rework
- Coordinate Subcontractor Schedules
+50 more problems on the graph
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Related articles
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Recent capability events
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Problems
- Coordinate Subcontractor Site Schedulesops
- Procure Volatile Building Materialssupply-chain
- Recruit Skilled Trades Labortalent
- Enforce OSHA Site Safetycompliance
- Bridge Retainage Cash Flowcapital
- Estimate Profitable Contract Bidsdemand-gen
- Maintain Heavy Machinery Uptimeops
Opportunities
- Automated Bid TakeoffService-as-Software
- AI Site SchedulingHeadless SaaS
- Retainage Finance AgentAgent
- Headless OSHA ComplianceHeadless SaaS
- Commodity Purchasing AgentAgent