datadrivenconstruction

Generate Quantity Take-Off (QTO) reports from BIM/CAD data. Extract volumes, areas, counts by category. Group elements, apply calculation rules, and create cost estimates automatically.

Optimize construction site logistics including material delivery scheduling, crane positioning, storage area allocation, and traffic flow using operations research and simulation.

Merge pandas DataFrames from multiple construction sources. Handle different schemas, keys, and data quality issues.

Forecast project outcomes using historical data: cost overruns, schedule delays, risk probabilities. Machine learning models for construction prediction.

Calculate construction costs using resource-based method. Estimate project costs from work items, physical resource norms, and current prices.

Extract structured data from construction PDFs. Convert specifications, BOMs, schedules, and reports from PDF to Excel/CSV/JSON. Use OCR for scanned documents and pdfplumber for native PDFs.

Analisa e compara propostas de subcontratados com os benchmarks CWICR. Avalia preços, identifica discrepâncias e apoia a negociação.

Processa ordens de mudança de construção usando dados CWICR. Calcula o impacto de custo, compara com a estimativa original e gera a documentação da ordem de mudança.

Compare estimativas de custo entre projetos, versões e cenários. Identifique variações, compare com padrões e gere relatórios de comparação.

Convert CAD/BIM files to structured data. Extract element data from Revit, IFC, DWG, DGN files.

Classify construction data by type (structured, unstructured, semi-structured). Analyze data sources and recommend appropriate storage/processing methods

Trabalha com o banco de dados CWICR em 9 idiomas, oferecendo correspondência entre idiomas, tradução e precificação regional.