datadrivenconstruction.

4d-simulation

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

5000-projects-analysis

Analyze 5000+ IFC and Revit projects at scale for patterns, benchmarks, and insights. Big data analysis for construction.

airflow-dag

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

as-built-documentation

Manage as-built documentation for project closeout. Track drawing markups, coordinate updates, and verify completeness.

as-built-tracker

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

auto-estimate-generator

Automatically generate estimates from QTO data. Apply pricing rules to BIM quantities for cost estimates.

batch-cad-converter

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

bid-analysis-comparator

Compare and analyze contractor bids. Score proposals, identify scope gaps, and recommend selections.

big-data-analysis

Analyze large-scale construction datasets. Process thousands of projects for patterns, benchmarks, and predictive insights.

bim-clash-detection

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

bim-classification-ai

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

bim-consistency-checker

Check BIM model consistency: naming conventions, parameter completeness, spatial relationships, and data integrity across model elements.

bim-cost-estimation-cwicr

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

bim-qto

Extract quantities from BIM/CAD data for cost estimation. Group by type, level, zone. Generate QTO reports.

bim-to-schedule-4d

Link BIM elements to schedule activities for 4D simulation. Visualize construction sequence over time.

bim-validation-pipeline

Build automated BIM validation pipelines for IFC/Revit data. Continuous validation against IDS, LOD requirements, COBie, and project-specific BEP standards.

bim-validation-report

Generate comprehensive BIM model validation reports. Check data quality, completeness, and compliance with standards.

bim-visual-programming-automation

Automate BIM workflows using visual programming and Python. Create parametric schedules, export data, batch modify elements, and integrate with external data sources.

budget-variance-analyzer

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

cad-to-data

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

carbon-calculator

Calculate embodied carbon in construction materials. Track CO2 emissions, compare alternatives, and generate sustainability reports.

cash-flow-forecaster

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

cashflow-forecaster

Forecast construction project cash flow. Project income and expenses, identify funding gaps, and optimize payment timing for improved financial management.

change-order-analysis

Analyze and predict construction change orders using ML. Classify change order types, predict costs and schedule impacts, identify patterns, and optimize approval workflows.

change-order-manager

Manage construction change orders from request to approval. Track costs, schedule impacts, and maintain audit trail for dispute prevention.

change-order-processor

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

claims-documentation

Document construction claims for disputes and recovery. Compile evidence, calculate damages, track notice requirements, and prepare claim packages.

clash-detection-analysis

Detect and analyze geometric clashes between BIM elements. Identify hard clashes, soft clashes, and workflow conflicts using spatial analysis and rule-based detection.

clash-resolution-analyzer

Analyze BIM clash detection results and suggest resolutions. Prioritize clashes, identify patterns, assign responsibility, and track resolution status.

co2-carbon-footprint

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

co2-estimation

Calculate carbon footprint of construction projects. Estimate CO2 emissions from materials, transportation, and construction processes using emission factors databases.

compliance-tracker

Track regulatory compliance for construction projects. Monitor permits, certifications, inspections, and regulatory requirements with automated alerts and reporting.

continuous-learning-construction

Automatically extract patterns, best practices, and reusable knowledge from construction automation sessions to improve future performance.

contract-clause-analyzer

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

contract-clause-extractor

Extract and analyze key clauses from construction contracts. Identify payment terms, change order procedures, dispute resolution, warranties, and risk allocation provisions.

contractor-matching-ai

AI-powered contractor matching and selection for construction projects. Analyze contractor capabilities, past performance, certifications, and project requirements to recommend optimal matches.

cost-estimation-resource

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

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.

critical-path-analyzer

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

csv-handler

Handle CSV files from construction software exports. Auto-detect delimiters, encodings, and clean messy data.

cwicr-assembly-builder

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

cwicr-bid-analyzer

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

cwicr-change-order

Process construction change orders using CWICR data. Calculate cost impact, compare to original estimate, and generate change order documentation.

cwicr-comparison-tool

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

cwicr-cost-calculator

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

cwicr-crew-optimizer

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

cwicr-data-loader

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

cwicr-data-validator

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

cwicr-equipment-planner

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

cwicr-escalation

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

cwicr-historical-cost

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

cwicr-labor-scheduler

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

cwicr-location-factor

Apply geographic location factors to CWICR estimates. Adjust costs for regional labor rates, material prices, and market conditions.

cwicr-material-procurement

Generate material procurement lists from CWICR data. Calculate quantities with waste factors, group by supplier categories, and create purchase orders.

cwicr-material-substitution

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

cwicr-multilingual

Work with CWICR database across 9 languages. Cross-language matching, translation, and regional pricing.

cwicr-overhead-markup

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

cwicr-productivity-tracker

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

cwicr-quantity-matcher

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

cwicr-rate-updater

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

cwicr-report-generator

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

cwicr-resource-analyzer

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

cwicr-risk-calculator

Calculate risk-adjusted cost estimates using CWICR data. Apply contingencies, Monte Carlo simulation, and probability distributions to cost estimates.

cwicr-schedule-integrator

Integrate CWICR cost data with project schedules. Link work items to schedule activities, generate cost-loaded schedules, and cash flow projections.

cwicr-subcontractor

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

cwicr-takeoff-helper

Assist with quantity takeoff using CWICR data. Calculate quantities from dimensions, apply waste factors, and suggest related work items.

cwicr-unit-converter

Convert between construction measurement units. Handle metric/imperial conversion, area/volume calculations, and unit normalization for CWICR data.

cwicr-value-engineering

Perform value engineering analysis using CWICR data. Identify cost-saving alternatives while maintaining function and quality.

cwicr-waste-calculator

Calculate material waste factors and losses using CWICR norms. Apply waste percentages, cutting losses, and spillage factors to material quantities.

cwicr-work-breakdown

Break down CWICR work items into component resources. Decompose aggregate items, analyze resource composition, and generate detailed bills of resources.

daily-progress-report

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

daily-report-generator

Automatically generate daily construction reports from field data, worker inputs, weather, and progress photos. Creates professional PDF reports.

data-anomaly-detector

Detect anomalies and outliers in construction data: unusual costs, schedule variances, productivity spikes. Statistical and ML-based detection methods.

data-evolution-analysis

Analyze data evolution patterns in construction organizations. Assess digital maturity and data strategy for construction companies

data-lineage-tracker

Track data origin, transformations, and flow through construction systems. Essential for audit trails, compliance, and debugging data issues.

data-model-designer

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

data-profiler

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

data-quality-check

Assess construction data quality using completeness, accuracy, consistency, timeliness, and validity metrics. Automated validation with regex patterns, thresholds, and reporting.

data-silo-detection

Detect and map data silos in construction organizations. Identify disconnected data sources and integration opportunities

data-source-audit

Comprehensive audit of all construction data sources and systems. Map data flows, identify silos, assess quality, and create integration roadmap.

data-type-classifier

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

decision-support

Provide data-driven decision support for construction. Analyze multiple factors and recommend optimal project decisions.

defect-detection-ai

AI-powered construction defect detection using computer vision. Identify cracks, spalling, corrosion, and other defects in concrete, steel, and building components from images and video.

delay-analysis

Analyze construction schedule delays for claims and recovery. Perform time impact analysis, identify delay causes, calculate damages, and document for disputes.

df-merger

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

dgn-to-excel

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

digital-maturity-assessment

Assess organization's digital transformation readiness. Evaluate data culture, technology adoption, and process maturity.

digital-twin-sync

Synchronize construction digital twins with real-time data. Connect BIM models with IoT sensors, progress updates, and field data for live project visualization and monitoring.

document-classification-nlp

Automatically classify and extract information from construction documents using NLP. Categorize RFIs, submittals, change orders, specifications, and contracts.

docx-construction

Word document generation for construction: contracts, proposals, reports, specifications, transmittals. Template-based with dynamic content insertion.

drawing-analyzer

Analyze construction drawings to extract dimensions, annotations, symbols, and metadata. Support quantity takeoff and design review automation.

drone-site-survey

Process drone survey data for construction sites. Generate orthomosaics, DEMs, point clouds, calculate volumes, track progress, and integrate with BIM models for comparison.

duration-prediction

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

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.

email-construction

Email generation for construction workflows: RFI responses, submittal transmittals, meeting notices, change order notifications. Professional templates with context-aware content.

energy-simulation

Building energy simulation and analysis for construction. Calculate heating/cooling loads, evaluate envelope performance, optimize HVAC sizing, and ensure energy code compliance.

enterprise-risk-aggregator

Aggregate and analyze risks across construction project portfolio. Identify correlated risks, systemic exposures, and portfolio-level risk mitigation strategies.

environmental-monitoring

Monitor environmental conditions on construction sites. Track air quality, noise levels, vibration, dust, and weather to ensure compliance and worker safety.

equipment-fleet-manager

Manage construction equipment fleet. Track utilization, maintenance, and assignments.

equipment-telematics

Integrate and analyze telematics data from heavy construction equipment. Track location, utilization, fuel consumption, maintenance needs, and operator behavior.

erp-data-extractor

Extract and analyze data from construction ERP systems. Pull project data for analytics, reporting, and integration.

erp-integration-analysis

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

estimate-builder

Build construction project estimates. Generate detailed cost breakdowns with labor, materials, equipment, and overhead.

etl-pipeline

Build automated ETL (Extract-Transform-Load) pipelines for construction data. Process PDFs, Excel, BIM exports. Generate reports, dashboards, and integrate with other systems. Orchestrate with Airflow or n8n.

excel-to-bim

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

excel-to-rvt

Import Excel data into RVT projects. Update element parameters, create schedules, and sync external data sources.

few-shot-examples

Curated few-shot examples for construction AI tasks: classification, extraction, analysis. Domain-specific examples for improved LLM performance.

gantt-chart

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

historical-cost-analyzer

Analyze historical construction costs for benchmarking, trend analysis, and estimating calibration. Compare projects, track escalation, identify patterns.

historical-data-manager

Extract, clean, and organize legacy construction data from archives. Migrate historical project data, cost records, and schedules into modern formats.

ids-checker

Check BIM data against IDS (Information Delivery Specification). Validate model information requirements and compliance.

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.

ifc-qto-extraction

Extract quantities from IFC/Revit models for quantity takeoff. Uses DDC converters to get element counts, areas, volumes, lengths with grouping and reporting.

ifc-to-excel

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

image-to-data

Extract data from construction images using AI Vision. Analyze site photos, scanned documents, drawings.

incident-reporting

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

input-validation

Validate construction data inputs before processing: cost estimates, schedules, BIM data, field reports. Catch errors early with domain-specific rules.

interoperability-analyzer

Analyze data interoperability issues in construction projects. Identify format incompatibilities and data loss points.

json-parser

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

kpi-dashboard

Build KPI dashboards for construction projects. Track CPI, SPI, quality, safety metrics in real-time.

labor-allocation

Allocate and track labor resources across project activities. Balance workload, track attendance, and optimize crew assignments.

labor-productivity-analytics

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

labor-productivity-analyzer

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

labor-rate

Calculate construction labor rates with overhead, benefits, and productivity factors. Regional rate databases and crew composition.

lien-waiver-tracker

Track and manage construction lien waivers. Monitor conditional and unconditional waivers, ensure compliance before payments, and prevent lien exposure.

lifecycle-carbon-calculator

Calculate embodied carbon and lifecycle emissions for construction materials and projects. Support sustainable design decisions with carbon data.

llm-data-automation

Automate construction data processing using LLM (ChatGPT, Claude, LLaMA). Generate Python/Pandas scripts, extract data from documents, and create automated pipelines without deep programming knowledge.

llm-document-extraction

Extract structured data from construction documents using LLMs. Process RFIs, submittals, contracts, specifications. Convert unstructured PDFs to structured JSON/Excel.

look-ahead-scheduler

Generate rolling look-ahead schedules for construction. Create 2-week, 3-week, or 6-week look-aheads with constraint analysis and crew coordination.

material-delivery-tracker

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

material-procurement-tracker

Track material procurement from requisition to delivery. Monitor lead times, vendors, and costs.

material-tracker

Track material orders, deliveries, and inventory on construction sites. Monitor lead times, delivery status, and stock levels.

material-tracking-iot

IoT-based material tracking for construction sites. Monitor material delivery, storage conditions, usage, and inventory with sensors, RFID, GPS, and real-time dashboards.

ml-model-builder

Build ML models for construction predictions. Train and evaluate custom models for cost, duration, and risk prediction.

ml-model-retrainer

Automated pipeline for retraining ML models with new construction data. Monitor model drift, trigger retraining, and validate model performance.

multi-agent-estimation

Build multi-agent AI systems for construction estimation. Use CrewAI/LangGraph to orchestrate specialized agents: QTO agent, pricing agent, validation agent. Automate complex estimation workflows.

n8n-cost-estimation

Build n8n pipeline for automated cost estimation from Revit/IFC using DDC CWICR database and LLM classification.

n8n-daily-report

Automate daily construction report generation using n8n workflow automation.

n8n-photo-report

Automate construction photo report generation using n8n with AI-powered image analysis.

n8n-project-management

Build a complete project management system with Telegram bot, task distribution, and photo reports using n8n. Based on DDC Project Management repository.

n8n-pto-pipeline

Create n8n workflow for daily task assignment from PTO engineer to foreman via Telegram bot with status reporting.

n8n-workflow-automation

Build no-code/low-code automation workflows for construction using n8n. Automate data extraction, cost estimation, report generation, and system integrations without writing code.

nobim-image-generator

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

ontology-mapper

Map construction data to standard ontologies. Create semantic mappings between different data schemas

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.

open-data-integrator

Integrate open construction datasets. Combine open data sources for enhanced analysis

pandas-construction-analysis

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

parquet-converter

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

payment-application-generator

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

payment-application-processor

Process construction payment applications. Validate schedule of values, calculate retainage, track billing status, and generate G702/G703 forms.

pdf-construction

PDF processing for construction documents: RFIs, submittals, specifications, drawing packages. Extract data, merge packages, fill forms.

pdf-report-generator

Automatically generate PDF reports from construction data. Create formatted project reports with charts and tables.

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.

permit-tracking-automation

Automate construction permit tracking and management. Monitor application status, track renewal deadlines, manage document requirements, and integrate with municipal systems.

portfolio-dashboard

Multi-project portfolio analytics dashboard. Aggregate KPIs across projects, track portfolio health, compare performance, and support executive decision-making.

pptx-construction

PowerPoint generation for construction: project updates, stakeholder presentations, progress reports, bid presentations. Automated slide creation with charts and data.

predictive-analytics-construction

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

prefab-optimization

Optimize prefabrication and modular construction workflows. Plan module sequencing, factory scheduling, transportation logistics, and on-site assembly for maximum efficiency.

price-api

Fetch construction material prices from open APIs. Track price trends, regional variations, and update cost databases.

productivity-analyzer

Analyze labor productivity from site data. Compare planned vs actual, identify trends, benchmark against industry standards.

progress-monitoring-cv

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

progress-photo-analyzer

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

project-closeout-checklist

Manage project closeout activities. Track completion of documentation, warranties, and final inspections.

project-kpi-dashboard

Create interactive KPI dashboards for construction projects. Track schedule, cost, quality, and safety metrics in real-time.

prompt-templates

Reusable prompt templates for construction AI tasks: cost estimation, schedule analysis, document processing, BIM queries. Structured prompts for consistent results.

punch-list-manager

Digital punch list management for construction project closeout. Track deficiencies, assign corrections, photo documentation, and completion verification.

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 cost estimates automatically.

quality-control-workflow

Construction quality control workflow automation. Manage QC inspections, track defects, generate NCRs, and ensure specification compliance throughout the project.

rag-construction

Build RAG systems for construction knowledge bases. Create searchable AI-powered construction document systems

resource-allocation-optimizer

Optimize construction resource allocation across activities. Level resources, resolve over-allocations, and balance workload while minimizing schedule impact.

resource-leveler

Level and optimize construction resource allocation across project schedule. Balance labor, equipment usage, and avoid overallocation while maintaining critical path.

resource-pool-optimizer

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

retention-tracker

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

rfi-management

Complete RFI (Request for Information) management system. Create, track, route, and analyze RFIs with automatic notifications and response deadline tracking.

risk-assessment-ml

Apply machine learning for construction project risk assessment. Predict schedule delays, cost overruns, and safety incidents using historical data and project characteristics.

rvt-to-excel

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

rvt-to-ifc

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

safety-compliance-checker

Automated safety compliance verification for construction sites. Check PPE usage, zone access, working at heights regulations, and generate compliance reports using rule-based and ML approaches.

safety-inspection

Digital safety inspection system for construction sites. Checklists, hazard tracking, incident reporting, and compliance documentation.

safety-inspection-checklist

Digital safety inspection checklists for construction sites. Generate, conduct, and track safety inspections with automated reporting and compliance monitoring.

scenario-planner

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

schedule-compression

Compress construction schedules using crashing and fast-tracking techniques. Analyze cost-time tradeoffs and find optimal acceleration strategies.

schedule-cost-link

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

schedule-delay-analyzer

Analyze schedule delays, identify causes, and calculate time impacts using delay analysis methods.

schedule-forecaster

Predict project completion dates using ML models. Forecast schedule delays based on current progress, historical patterns, and risk factors.

schema-validation

JSON/data schema validation for construction data exchange: API payloads, file imports, BIM exports. Ensure data structure compliance before processing.

security-review-construction

Security review checklist for construction software systems. Use when building integrations, APIs, data pipelines, or dashboards for construction projects.

semantic-search-cwicr

Semantic search in DDC CWICR construction database using vector embeddings. Find similar work items and resources for cost estimation.

sensor-data-aggregator

Aggregate and analyze IoT sensor data from construction sites. Collect data from multiple sensor types, detect anomalies, and trigger alerts for safety and quality monitoring.

site-logistics-optimization

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

specification-extractor

Extract structured data from construction specifications. Parse CSI sections, requirements, submittals, and product data from spec documents.

sql-query-builder

Build SQL queries for construction databases. Generate optimized SQL queries for construction data retrieval

standards-compliance-checker

Check data compliance with construction standards. Validate data against ISO 19650, IFC, COBie, UniFormat standards.

subcontractor-payment-tracker

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

subcontractor-prequalification

Prequalify subcontractors based on safety, financial, and performance criteria.

submittal-tracker

Track construction submittals through the review process. Manage approvals, revisions, and compliance.

telegram-field-bot

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

toolbox-talk-generator

Generate safety toolbox talks for construction crews. Create contextual safety briefings based on weather, work activities, and recent incidents. Support multiple languages.

uberization-readiness

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

unit-price-database-manager

Manage construction unit price databases: update prices, track vendors, apply location factors, maintain historical records. Essential for accurate estimating.