Explorar skills

What-if analysis for construction projects: model different scenarios and their cost/schedule/resource impacts. Compare alternatives and optimize decisions.

Monitor construction progress using computer vision. Analyze site photos and drone imagery to track work completion, detect safety issues, and compare against BIM models.

Track construction retainage/retention amounts. Monitor held amounts by subcontractor, track release conditions, and manage retainage billing.

Design data models for construction projects. Create entity-relationship diagrams, define schemas, and generate database structures.

Predict project duration using k-NN and regression. Estimate timeline based on similar historical projects.

Analisa fotos de progresso em campo. Cataloga, etiqueta e compara com o progresso planejado.

Analyze construction labor productivity using data analytics. Track worker performance, identify inefficiencies, predict resource needs, and optimize crew allocation for maximum efficiency.

Profile construction data to understand characteristics, distributions, quality metrics, and patterns. Essential for data quality assessment and ETL planning.

Analyze ERP system integration for construction data flows. Map and optimize data flows between ERP modules

Comprehensive Pandas toolkit for construction data analysis. Filter, group, aggregate BIM elements, calculate quantities, merge datasets, and generate reports from structured construction data.

Optimize shared resource pools across multiple construction projects. Balance resource allocation, minimize conflicts, and maximize utilization across the portfolio.

Estimativa de custos automatizada a partir de modelos BIM usando o banco de dados DDC CWICR com 55.719 itens de trabalho. Classificação por IA e busca vetorial para precificação precisa.