About · SP4N team

Construction operators, building the intelligence system they always wanted.

We're construction industry veterans who recognized the gap between generic AI tools and the real workflows of contractors, construction managers, trades, owners, and planners. SP4N closes it.

Construction site at dusk
Site intelligence · Active dataset
Daily re-scoring
01
core value
Mission

From reactive guesswork to proactive precision.

We build AI that understands the nuances of construction workflows - sequencing, crew productivity, weather exposure - and turns them into actionable intelligence.

02
core value
Expertise

Trained on the jobsite, not the internet.

Weather patterns, material lead times, crew productivity - our models learn from real construction data, not generic text corpora.

03
core value
Outcome

Defensible decisions, every time.

Every estimate is auditable. Every change is version-controlled. Every risk score has a reason. That's what construction needs from AI.

The Team

Construction expertise, amplified for every builder.

§ 02 / personnel
Construction01

Construction operators

10+ years managing commercial, infrastructure, and trade-driven projects. We know the pressure of turning drawings, specs, RFIs, submittals, and contracts into reliable controls and clear field decisions.

10+ years
AI · ML02

AI researchers

PhD-level machine learning expertise focused on construction knowledge graphs, document understanding, and multi-agent optimization.

graph neural nets
Partners03

Industry partners

Field-tested with contractors, construction managers, specialty trades, owners, and project teams ranging from lean local builders to large enterprise programs.

Contractors to enterprise

Join the next generation of construction intelligence.

Purpose-built AI for project controls, risk, procurement, field execution, and owner strategy.