During construction, AI analyzes thousands of daily field updates to identify trends, measure production velocity, and forecast schedule performance, enabling proactive adjustments to sequencing and resources rather than reactive fixes.

The company cut total delivery time on a pilot project from about 40 months to around 29 months, roughly 30% faster than traditional timelines, driven by standardized workflows, digital processes, and real-time site management.

AI is embedded across core platforms, with the Anthropic stack deployed enterprise-wide to boost productivity, strengthen internal knowledge bases, and power agents modeled on JPI’s operating model.

Leadership stresses that technology lays the tracks while people drive the train, with AI enhancing information and insights but human decision-makers preserving control over quality, safety, and field execution.

Key enablers include a standardized design library, automated planning with 3D Revit models, Takt-based construction sequencing, and an Operations Support Center that tracks progress and prevents issues across active sites.

A strong AI application is scheduling and production planning, shifting from traditional schedules with thousands of activities to a dense Takt-based model, reducing planning effort from about four weeks by a team to three to four days by one person.

JPI, a multifamily and affordable housing developer, uses construction technology and AI to shorten development timelines and lower costs to enable more affordable and workforce housing.

AI empowers subject-matter experts to become creators of technology, enabling experienced workers to build workflows and tools addressing real operational problems and capturing institutional knowledge.

Field data collection leverages drones, 360-degree cameras, and AR glasses, with plans for AI to compare drone captures to model geometry and automatically flag deviations.

AI adoption spans all business units, from procurement contract extraction and structuring to automating portions of compensation and underwriting, reflecting a broad strategic rollout.

Measured returns include roughly 30% shorter delivery times and a 50% reduction in design time, with Claude-based pilots delivering substantial monthly time savings of over 2,000 hours.