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AI FOR CONSTRUCTION & INFRASTRUCTURE

Custom AI/ML solutions for construction & infrastructure industry

Custom AI and ML for general contractors, heavy civil, and specialty trades. Site safety detection, progress monitoring, RFQ quoting, and spec NLP — built for jobsite reality.
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20–40%

Reduction in recordable safety incidents from computer-vision site monitoring in year one.

3–6 mo

Typical ROI window for AI progress-monitoring deployments (6–12 mo for safety).

38%

Of contractors now reporting measurable business impact from AI, up from 17% YoY.

Achieve immediate, organization-wide results

Six measurable outcomes across underwriting, claims, and actuarial functions — deployed in months, not years.

Site Safety Vision

Computer vision flags PPE violations, struck-by exposures, and unsafe-zone breaches in real time. 20–40% fewer recordable incidents.

Progress vs BIM Monitoring

Auto-compare drone, crane, and fixed-camera imagery against BIM and schedule. 3–6 month ROI typical.

RFP & RFQ Quoting

LLMs that parse spec packages, surface ambiguous clauses, and generate first-pass quantity takeoffs.

Spec & Submittal NLP

Auto-index 1,000-page spec books, route submittals to the right discipline, and flag conflicting requirements.

Productivity & Crew Analytics

Time-on-task models that flag underperforming crews and equipment idle time without micromanaging.

Schedule Risk Forecasting

Predict slippage, liquidated-damages exposure, and critical-path drift before they show up on the weekly report.

Capabilities across the construction & infrastructure value chain

Preconstruction & Bidding

  • RFP / RFQ document parsing and quoting LLMs
  • Quantity takeoff with vision and BIM extraction
  • Subcontractor selection and risk scoring
  • Win-probability and margin-target modeling

Field Operations & Safety

  • PPE and unsafe-behavior detection from site cameras
  • Struck-by and crush-zone proximity monitoring
  • Hot-work, confined-space, and lift-compliance vision
  • Worker-vital and fatigue monitoring via wearables

Progress, Quality & BIM Compliance

  • Drone, crane, and fixed-camera progress capture
  • BIM-vs-built deviation detection
  • Punch-list automation from photo evidence
  • Pay-app verification and quantity reconciliation

Project Controls & Risk Management

  • Schedule-slippage prediction and critical-path drift
  • Weather and supply-chain disruption modeling
  • Change-order classification and cost forecasting
  • Insurance claim and litigation-risk scoring
From the playbook

How a $2.5B GC cut recordable incidents 36% and recovered 2 weeks per project

A national general contractor with 38 active jobsites was relying on weekly walks and self-reported safety logs. We deployed a computer-vision platform across their existing site cameras and drone fleet that flagged PPE violations, struck-by exposures, and unsafe-zone breaches in real time, with auto-routing to the foreman’s phone. Recordable incidents dropped 36% within 12 months, EMR improved enough to qualify for tier-1 insurer rates (saving $1.2M/year), and progress-vs-BIM dashboards cut weekly reporting time by 70% — recovering roughly 2 weeks per project in PM and superintendent capacity.

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Speak with a construction AI expert

A 45-minute scoping call. We’ll come prepared with your appetite, your loss-cost benchmarks, and a directional read on which models move the needle on your line of business.

Ask us about

  • Computer-vision site safety and PPE monitoring
  • Progress-vs-BIM tracking with drones and fixed cameras
  • RFP / spec / submittal NLP and quantity takeoff
  • Schedule-risk and critical-path drift forecasting
  • Productivity and crew analytics from video
  • Change-order and litigation-risk scoring

    Contact Us
    Need experts to collaborate with for your AI/ML journey? Drop us an email and we will get in touch

    Frequently asked questions

    Can your vision models work with our existing site cameras and drones?
    Yes. We integrate with Avigilon, Axis, Hikvision, OpenSpace, Reconstruct, and most jobsite IP-camera systems. Drone footage ingests from DJI Pilot, Pix4D, DroneDeploy, and Skydio. We typically deploy a private edge box on-site so inference runs locally — no need to ship hundreds of GB of footage over the jobsite hotspot.
    Yes. BIM ingest covers Autodesk BIM 360, Revit, Navisworks, Bentley iModels, and Trimble Connect. Project management connects to Procore, PlanGrid, Autodesk Construction Cloud, and Oracle Aconex via API. Outputs publish back as RFIs, observations, punch-list items, or pay-app annotations in the systems your foremen and PMs already use.
    We never store identifiable worker footage longer than your retention policy allows. PPE and struck-by models work on body shape and posture without facial recognition by default. Union and subcontractor data stays scoped to the GC contractually authorized to see it; we offer per-trade tenant isolation when projects require it.
    Yes. The underlying ML platform (camera ingest, model registry, monitoring) is reusable across project types. Domain models differ — heavy civil focuses on earthwork progress and equipment utilization, vertical on safety and BIM compliance, specialty on submittal NLP and crew productivity — but most multi-discipline GCs run one shared stack with multiple model families.

    Explore AI/ML solutions for construction & infrastructure

    Ready to talk construction AI?

    Start with a 45-minute strategy session. We come prepared with a directional read on your line of business and a scoped proposal.

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