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Industrials
AI Agents & Automation for Construction & Engineering
Pre-construction, project delivery, and field operations rebuilt with AI agents.
AI agents from estimating to closeout for owners, contractors, and engineers.
Market Context
- $13T
Global construction market
- <1%
Productivity growth in last 20 years
- $1.6T
Annual cost of construction rework globally
- 30%+
Of project cost is non-value-add admin and rework
Industry View
Where AI changes the operating model.
Construction is one of the least digitized industries by labor productivity and one of the most cost-volatile. AI is starting to change project economics — bid-to-award, change-order management, and field productivity are all being rewritten.
ClearForge builds AI for GCs, subs, and design firms that compresses pre-construction, reduces rework, and lifts field productivity.
Construction Value Chain
Every function. Every activity. Where AI fits.
The full operating value chain for construction — and the specific activities ClearForge automates or runs as AI agents inside each function.20 addressable activities across 5 functions.
AI agent
Predictive model
Copilot
Workflow automation
01
Business Development & Estimating
Win more bids at higher margin without scaling estimating staff.
Bid-opportunity agent
AI agentAgent scans permits, plan rooms, and RFP feeds for fit-to-thesis projects
3-5x qualified pipeline
Quantity takeoff automation
Workflow automationAuto-extract quantities from drawings using vision models
60-80% takeoff time reduction
Bid-pricing copilot
CopilotRecommend pricing from historical wins, current cost, and risk
2-5% margin lift on won bids
Proposal-drafting agent
AI agentGenerate proposal narrative, schedule, and team bio from prior work
70% proposal cycle compression
02
Pre-Construction & Design
Catch issues in design when fixes are cheap, not in the field.
Design-clash detection
Predictive modelAuto-detect clashes in BIM models and recommend fixes
40-60% reduction in field RFIs
Constructability copilot
CopilotReview design for constructability, sequencing, and cost issues
Catch issues before procurement
Schedule-build agent
AI agentGenerate first-draft project schedule from drawings and historicals
Days, not weeks, to baseline schedule
Procurement-spec generation
AI agentGenerate procurement specs from drawings; match to vendors
Faster cycle, fewer change orders
03
Project Delivery
Run projects with proactive risk and predictive performance management.
RFI-triage agent
AI agentAgent intakes RFIs, classifies, drafts response with cited drawing reference
50-70% RFI cycle compression
Submittal-review automation
Workflow automationAuto-review submittals against spec, flag deviations for human review
60% review time reduction
Change-order intelligence
Predictive modelIdentify scope drift early; quantify cost and schedule impact
Recover 1-3 pts of project margin
Schedule-risk model
Predictive modelPredict schedule slippage 30-60 days ahead with mitigation recommendations
15-30% reduction in late deliveries
04
Field Operations
Lift productivity at the point of work without disrupting the trades.
Daily-log automation
AI agentAgent compiles daily reports from photos, weather, headcount, and progress
90%+ time saved per super
Safety-incident triage
AI agentAuto-classify near-miss and incident reports; recommend corrective action
Faster response, better OSHA reporting
Punch-list management
AI agentPhoto-driven punch list with auto-routing to subs and tracking
Closeout cycle compression of weeks
Quality inspection assistance
Predictive modelVision model flags installation defects from photos
Catch quality issues at source
05
Closeout & Operations
Close projects faster and hand over a better building.
O&M document compilation
AI agentAuto-compile manuals, warranties, as-builts at closeout
Closeout in days, not months
Warranty-claim agent
AI agentAgent triages warranty calls, dispatches subs, tracks resolution
50% reduction in warranty cost
Project-financials reconciliation
Workflow automationAuto-reconcile costs, contracts, billings to close project books
Same-day close vs. weeks
Lessons-learned synthesis
AI agentSynthesize project insights for future bidding and estimation
Continuous estimating-accuracy improvement
Industry Challenges
Where construction operators are losing margin today
Estimating Bandwidth
Bid volume is constrained by estimator capacity, not opportunity. Most firms bid only what they can manually quantify.
<1%Productivity growth in 20 years
Rework & Change Orders
Rework consumes 5-15% of project cost. Most is design or sequencing failure caught too late.
$1.6TAnnual rework cost globally
Field-Productivity Variance
Trade productivity varies 30-50% between crews on the same project. Manual management cannot consistently lift it.
30%+Project cost is admin + rework
Document Burden
RFIs, submittals, change orders, and dailies consume superintendent and PM time that could go to execution.
$13TGlobal market
The Forge Method
How ClearForge ships AI in construction.
The Forge Method for construction starts with estimating, RFI/submittal automation, or daily-log automation — high-frequency workflows where AI ships measurable wins quickly. Sprint deploys 1-2 production agents integrated to estimating + project management systems. Scale operates the agents and expands across project types.
4 wks
Forge Diagnostic
10 wks
Forge Sprint to production
Ongoing
Forge Scale operating cadence
Get a custom value chain for your business.
Forge Intelligence™ generates a personalized AI value chain from your website — every function, every activity, with the specific automations we'd ship first.