Jul 21, 2025

Concrete frame of Brownsville Brooklyn erected in just 7 months, project 2 years ahead; Is it AI?

New York City’s February 2025 progress report shows the scale of the shift: 42 capital projects delivered through Design-Build are projected to save 50 years of schedule and $1.4 billion versus traditional low-bid procurement. An early example—the $128 million Brownsville Multi-Service Center—erected its concrete frame in just seven months and is on track to finish at least two years sooner, with a $12 million cost reduction.

Kalyan Gautham

Kalyan Gautham

Cofounder & CEO

Jul 21, 2025

Concrete frame of Brownsville Brooklyn erected in just 7 months, project 2 years ahead; Is it AI?

New York City’s February 2025 progress report shows the scale of the shift: 42 capital projects delivered through Design-Build are projected to save 50 years of schedule and $1.4 billion versus traditional low-bid procurement. An early example—the $128 million Brownsville Multi-Service Center—erected its concrete frame in just seven months and is on track to finish at least two years sooner, with a $12 million cost reduction.

Kalyan Gautham

Cofounder & CEO

Speed and cost certainty come from integrating design, estimating and construction decisions up-front.

A November 2024 state bill expanded NYC’s authority to use progressive Design-Build and CM-Build, while the Mayor’s Capital Process Reform Task Force continues to push for wider adoption across NYCHA, H+H, DOT and other agencies.

The Design-Build Institute of America’s 2025 Sourcebook forecasts Design-Build accounting for nearly 50 % of all U.S. construction spend—$2.6 trillion—by 2028, delivering projects 102 % faster and with 3.8 % less cost growth.

Speed and cost certainty come from integrating design, estimating and construction decisions up-front. That front-loading shifts more risk-pricing, value-engineering and logistics modeling into the pre-con phase than ever before—leaving teams that still rely on manual take-offs and scattered spreadsheets exposed.

AI adoption is surging: 72 % of companies used AI in at least one business function in 2024, and the construction-specific AI market is projected to triple by 2029 (24 % CAGR). Design-Build projects amplify four AI sweet spots in pre-construction:


AI capability

Why it matters in Design-Build

Example impact

Generative design & optioneering

Iterates structural systems, materials and MEP layouts to hit cost-per-sq-ft and Net-Zero targets before GMP lock-in

Faster value-engineering cycles; fewer RFIs down-stream

LLM-powered scope & quantity extraction

Creates reconciled scope books from drawings, specs and addenda for joint designer–builder teams

Removes weeks of duplicate take-offs; reduces change-order risk

Predictive cost & schedule analytics

Trains on historical DB projects to set realistic contingencies and phase-overlap logic

Early risk pricing builds owner trust; supports progressive GMP

Supply-chain & procurement intelligence

Monitors commodity indices and fabricator capacity to time early buy-outs

Shields teams from material escalation that can wipe out DB savings


  1. Mandate a shared data backbone early—structured drawings, 3D/BIM, and document repositories that AI agents can read instead of siloed PDFs.

  2. Start with a high-ROI micro-workflow. Many owners pilot AI on quantity take-off or schedule-risk scoring before scaling to full “5-in-1” digital twins.

  3. Link AI outputs to Design-Build commercial milestones. For example, feed AI-generated cost scenarios directly into progressive GMP negotiations.

  4. Invest in human oversight. AI accelerates insight but still needs estimator, scheduler and VDC leads to validate outputs and champion adoption.

Policy makers are clearing the runway; Design-Build is accelerating; and owners are compressing schedules by years. AI-enabled pre-construction is the catalyst that keeps those promises solvent—turning faster procurement into reliably faster delivery. Teams that pair Design-Build contracts with AI-first pre-con processes will be the ones celebrating the next Brownsville-style milestone—only faster, and for less.

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