pdf-to-structured
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.
data-anomaly-detector
Detect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. Statistical and ML-based detection methods.
data-model-designer
Design data models for construction projects. Create entity-relationship diagrams, define schemas, and generate database structures.
ontology-mapper
Map construction data to standard ontologies. Create semantic mappings between different data schemas
csv-handler
Handle CSV files from construction software exports. Auto-detect delimiters, encodings, and clean messy data.
data-source-audit
Comprehensive audit of all construction data sources and systems. Map data flows, identify silos, assess quality, and create integration roadmap.
data-lineage-tracker
Track data origin, transformations, and flow through construction systems. Essential for audit trails, compliance, and debugging data issues.
data-quality-check
Assess construction data quality using completeness, accuracy, consistency, timeliness, and validity metrics. Automated validation with regex patterns, thres...
cost-prediction
Predict construction project costs using Machine Learning. Use Linear Regression, K-Nearest Neighbors, and Random Forest models on historical project data. Train, evaluate, and deploy cost prediction models.
rag-construction
Build RAG systems for construction knowledge bases. Create searchable AI-powered construction document systems
specification-extractor
Extract structured data from construction specifications. Parse CSI sections, requirements, submittals, and product data from spec documents.
pandas-construction-analysis
Comprehensive Pandas toolkit for construction data analysis. Filter, group, aggregate BIM elements, calculate quantities, merge datasets, and generate report...
weather-api
Fetch weather data for construction scheduling. Historical data, forecasts, and risk assessment for outdoor work.
data-evolution-analysis
Analyze data evolution patterns in construction organizations. Assess digital maturity and data strategy for construction companies
llm-data-automation
Automate construction data processing using LLM (ChatGPT, Claude, LLaMA). Generate Python/Pandas scripts, extract data from documents, and create automated p...
dwg-to-excel
Convert AutoCAD DWG files (1983-2026) to Excel databases using DwgExporter CLI. Extract layers, blocks, attributes, and geometry data without Autodesk licenses.
json-parser
Parse and validate JSON data from construction APIs, IoT sensors, and BIM exports. Transform nested JSON to flat DataFrames.
image-to-data
Extract data from construction images using AI Vision. Analyze site photos, scanned documents, drawings.
open-construction-estimate
Access and utilize open construction pricing databases. Match BIM elements to standardized work items, calculate costs using public unit price databases with 55,000+ work items.
rvt-to-excel
Convert RVT/RFA files to Excel databases. Extract BIM element data, properties, and quantities.
historical-data-manager
Extract, clean, and organize legacy construction data from archives. Migrate historical project data, cost records, and schedules into modern formats.
drawing-analyzer
Analyze construction drawings to extract dimensions, annotations, symbols, and metadata. Support quantity takeoff and design review automation.
estimate-builder
Build construction project estimates. Generate detailed cost breakdowns with labor, materials, equipment, and overhead.
bim-qto
Extract quantities from BIM/CAD data for cost estimation. Group by type, level, zone. Generate QTO reports.
ifc-to-excel
Convert IFC files (2x3, 4x1, 4x3) to Excel databases using IfcExporter CLI. Extract BIM data, properties, and geometry without proprietary software.
df-merger
Merge pandas DataFrames from multiple construction sources. Handle different schemas, keys, and data quality issues.
qto-report
Generate Quantity Take-Off (QTO) reports from BIM/CAD data. Extract volumes, areas, counts by category. Group elements, apply calculation rules, and create c...
price-api
Fetch construction material prices from open APIs. Track price trends, regional variations, and update cost databases.
data-profiler
Profile construction data to understand characteristics, distributions, quality metrics, and patterns. Essential for data quality assessment and ETL planning.
ifc-data-extraction
Extract structured data from IFC (Industry Foundation Classes) files using IfcOpenShell. Parse BIM models, extract quantities, properties, spatial relationships, and export to various formats.
validation-rules-builder
Build validation rules for construction data. Create RegEx and logic-based validation for BIM elements, cost codes, and schedule data.
lifecycle-carbon-calculator
Calculate embodied carbon and lifecycle emissions for construction materials and projects. Support sustainable design decisions with carbon data.
cwicr-cost-calculator
Calculate construction costs using DDC CWICR resource-based methodology. Break down costs into labor, materials, equipment with transparent pricing.
xml-reader
Read and parse XML from construction systems - P6 schedules, BSDD exports, IFC-XML, COBie-XML. Convert to pandas DataFrames.
unit-price-database-manager
Manage construction unit price databases: update prices, track vendors, apply location factors, maintain historical records. Essential for accurate estimating.
dgn-to-excel
Convert DGN files (v7-v8) to Excel databases. Extract elements, levels, and properties from infrastructure CAD files.
standards-compliance-checker
Check data compliance with construction standards. Validate data against ISO 19650, IFC, COBie, UniFormat standards.
erp-integration-analysis
Analyze ERP system integration for construction data flows. Map and optimize data flows between ERP modules
auto-estimate-generator
Automatically generate estimates from QTO data. Apply pricing rules to BIM quantities for cost estimates.
data-type-classifier
Classify construction data by type (structured, unstructured, semi-structured). Analyze data sources and recommend appropriate storage/processing methods
open-data-integrator
Integrate open construction datasets. Combine open data sources for enhanced analysis
historical-cost-analyzer
Analyze historical construction costs for benchmarking, trend analysis, and estimating calibration. Compare projects, track escalation, identify patterns.
data-silo-detection
Detect and map data silos in construction organizations. Identify disconnected data sources and integration opportunities
