datadrivenconstruction

Link schedule activities to cost items. Create cost-loaded schedules, generate cash flow curves, and track earned value.

Importa dados do Excel para projetos RVT. Atualiza parâmetros de elementos, cria tabelas e sincroniza fontes de dados externas.

Classifique elementos BIM usando IA e sistemas de classificação padrão. Mapeie elementos para códigos UniFormat, MasterFormat, OmniClass e CWICR.

Convert construction data to/from Parquet format. Optimize storage, enable fast queries, and integrate with data lakehouses.

Parse and validate JSON data from construction APIs, IoT sensors, and BIM exports. Transform nested JSON to flat DataFrames.

Create Apache Airflow DAGs for construction data pipelines. Orchestrate ETL, validation, and reporting workflows.

Generate Gantt charts for construction scheduling. Create visual project timelines with dependencies and progress tracking.

Analyze labor productivity by trade, activity, and location. Track efficiency and identify improvement opportunities.

Create 4D construction simulations by linking BIM elements to project schedules. Generate time-based visualizations, sequence analysis, and construction phasing with Gantt integration.

Build Telegram bots for construction field workers. Real-time reporting, photo uploads, task assignments, progress tracking. Integrate with n8n for automated workflows.

Assess company readiness for construction industry uberization. Analyze data transparency, process automation, and competitive positioning against open data platforms.

Construction safety incident reporting and analysis. Capture incidents, conduct investigations, track corrective actions, and analyze trends for prevention.