datadrivenconstruction

Detect and analyze geometric clashes in BIM models. Identify MEP, structural, and architectural conflicts before construction.

Convert RVT files to IFC format. Support IFC2x3, IFC4, IFC4.3 with customizable export settings.

Works with the CWICR database across 9 languages, providing cross-language matching, translation, and regional pricing.

Forecast project cash flow based on schedule and cost data. Generate S-curves and payment projections.

Generate automated daily progress reports from site data. Track work completed, labor hours, equipment usage, and weather conditions.

Imports Excel data into RVT projects. Updates element parameters, creates schedules, and syncs external data sources.

Build cost assemblies from CWICR work items. Combine multiple items into reusable templates for common construction elements.

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

Compare cost estimates across projects, versions, and scenarios. Identify variances, benchmark against standards, and generate comparison reports.

Generates material procurement lists from CWICR data, calculating quantities with waste factors, grouping by supplier categories, and creating purchase orders.

Apply overhead, profit, and markup to CWICR estimates. Calculate indirect costs, general conditions, and contractor margins.

Analyze and compare subcontractor bids against CWICR benchmarks. Evaluate pricing, identify outliers, and support negotiation.

Analyze construction contract clauses. Identify risks, obligations, and key terms using NLP.

Analyze project critical path from schedule data. Identify critical activities, calculate float, and assess schedule risk.

Classify BIM elements using AI and standard classification systems. Map elements to UniFormat, MasterFormat, OmniClass, and CWICR codes.

Calculate CO2 emissions and carbon footprint from BIM model data. Analyze embodied carbon by material, element, and building system.

Extracts quantities from IFC/Revit models for quantity takeoff. It uses DDC converters to obtain element counts, areas, volumes, and lengths, including grouping and reporting.

Generate images and visualizations from Revit/IFC files without BIM software. Python-based noBIM tool for batch processing.

Batch convert multiple CAD/BIM files (Revit, IFC, DWG, DGN) with progress tracking, error handling, and consolidated reporting.

Converts DGN files (v7-v8) to Excel databases, extracting elements, levels, and properties from infrastructure CAD files.

Convert AutoCAD DWG files (1983-2026) to Excel databases using DwgExporter CLI. Extract layers, blocks, attributes, and geometry data without Autodesk licenses.

Push Excel data back to BIM models. Update parameters, properties, and attributes from structured spreadsheets.

Convert IFC files (2x3, 4x1, 4x3) to Excel databases using IfcExporter CLI. Extract BIM data, properties, and geometry without proprietary software.

Convert RVT/RFA files to Excel databases. Extract BIM element data, properties, and quantities.

Track as-built documentation and record drawings. Monitor submission status, manage revisions, and ensure completeness for handover.

Track and manage construction warranties. Monitor expiration dates, claims, and manufacturer documentation.

Automated cost estimation from BIM models using DDC CWICR database with 55,719 work items. AI classification and vector search for accurate pricing.

Analyze budget vs actual cost variances. Identify overruns, forecast final costs, and generate variance reports.

Process and manage construction change orders. Track costs, approvals, and impact on schedule and budget.

Track material deliveries, manage inventory, and coordinate logistics. Monitor delivery schedules and site storage.

Generate AIA-style payment applications. Track schedule of values, calculate retention, and produce payment documentation.

Track subcontractor payments, lien waivers, and compliance. Manage payment schedules and documentation.

Analyze contractor bids against CWICR benchmarks. Identify pricing anomalies, compare bid components, and support bid evaluation decisions.

Processes construction change orders using CWICR data. Calculates cost impact, compares to original estimate, and generates change order documentation.

Calculate construction costs using DDC CWICR resource-based methodology. Break down costs into labor, materials, equipment with transparent pricing.

Optimize crew composition using CWICR labor norms. Balance productivity, cost, and skill requirements for construction crews.

Load and parse DDC CWICR construction cost database from multiple formats: Parquet, Excel, CSV, Qdrant snapshots. Foundation for all CWICR operations.

Validate CWICR data quality and estimate inputs. Check for errors, inconsistencies, outliers, and missing data.

Plan equipment requirements using CWICR norms. Calculate equipment hours, scheduling, utilization rates, and rental vs purchase analysis.

Apply price escalation to CWICR estimates over time. Calculate inflation adjustments, material price indices, and labor rate increases.

Track and analyze historical cost data using CWICR. Compare actual vs estimated costs, build project cost database, and improve future estimates.

Schedules labor crews based on CWICR norms and project timeline. Calculates crew sizes, shifts, and labor loading curves.

Find substitute materials using CWICR data. Identify equivalent alternatives based on function, cost, and availability.

Track actual vs planned productivity using CWICR norms. Calculate productivity rates, identify variances, and generate performance reports.

Match BIM quantities to CWICR work items. Map element categories to cost codes, validate quantities, and generate cost-linked QTOs.

Update CWICR resource rates with current market prices. Integrate external price data, apply inflation adjustments, and maintain rate history.

Generates professional cost estimation reports from CWICR calculations, providing HTML, PDF, and Excel outputs with charts and breakdowns.

Analyze construction resources (labor, materials, equipment) from DDC CWICR database. Calculate resource requirements, productivity metrics, and optimization recommendations.