DGNB Sustainability Certification Digital Worker
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation.
Problem Statement
The challenge addressed
Solution Architecture
AI orchestration approach
Illustrative preview (sample data, not verified outcomes): DGNB Certification Assistant - Project setup with AI agent team, BIM model upload, and target certification level selection
Illustrative preview (sample data, not verified outcomes): Agent Execution & Tool Calls - Live compliance validation with inter-agent communication and workflow progress tracking
Illustrative preview (sample data, not verified outcomes): Human-in-the-Loop Decision - Review optimization recommendations with cost, carbon reduction, and ROI analysis
Illustrative preview (sample data, not verified outcomes): Analysis Complete - Executive summary with certification gap analysis, carbon footprint, and EU Taxonomy alignment scores
AI Agents
Specialized autonomous agents working in coordination
Workflow Orchestrator
DGNB certification involves 5+ phases with complex task dependencies, requiring coordination between 7 specialist agents while maintaining quality control and human oversight at critical decision points.
Core Logic
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Numerical examples are scenario inputs or illustrative outputs, not validated performance results. Decomposes certification workflow into task graphs (DAG) with dependency management. Operates in supervised autonomy mode (auto-approve threshold 90%). Uses chain-of-thought reasoning for task decomposition, coordinates parallel execution where allowed, manages human decision points for optimization approval, and handles workflow state across 5 phases with progress tracking.
BIM Data Extractor
DGNB requires precise material quantities from BIM models—concrete volumes, steel tonnage, insulation areas—which must be extracted accurately and linked to EPD data for carbon calculations.
Core Logic
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Numerical examples are scenario inputs or illustrative outputs, not validated performance results. Operates in full-auto mode using ReAct pattern. Parses IFC4x3 models to extract 300+ material entries with quantities (e.g., CEM I Concrete C30/37: 380 m³). Links materials to EPD identifiers (EPD-IBU-2024-001), generates digital twin synchronization points, performs 3D geometry analysis for quantity validation, with performance to be validated during evaluation.
Carbon & Emissions Calculator
Calculating embodied carbon requires applying GWP coefficients across lifecycle stages (A1-A3, A4-A5, B1-B7, C1-C4, D), integrating current carbon pricing, and benchmarking against industry standards—calculations too complex for manual processing.
Core Logic
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Numerical examples are scenario inputs or illustrative outputs, not validated performance results. Implements EN15978 methodology for lifecycle carbon assessment. Calculates total embodied carbon (e.g., 1,247 tCO2e at 479.6 kgCO2e/m²), breaks down by category (Structure 55%, Envelope 25%, Finishes 20%), integrates real-time EU ETS carbon pricing (€68.50/tonne), projects 2030 costs at €125/tonne, and identifies biogenic carbon sequestration (-38.5 tCO2e from CLT).
Gap & Risk Analyst
Identifying which DGNB criteria are met, partially met, or failing—and what actions close the gaps—requires deep knowledge of certification requirements, EU Taxonomy alignment, and climate risk assessment frameworks.
Core Logic
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Numerical examples are scenario inputs or illustrative outputs, not validated performance results. Uses tree-of-thought reasoning to explore multiple certification pathways. Analyzes gaps across ENV, SOC, ECO, TEC, PRO criteria (e.g., ENV1.1 Life Cycle Assessment: 8.5/10 points, gap 1.5 points). Performs EU Taxonomy alignment scoring (82%), TCFD physical/transition risk assessment, and prioritizes gap closure by effort-to-impact ratio.
Sustainability Optimizer
Achieving target certification level requires evaluating hundreds of potential interventions across materials, processes, and design changes—each with different costs, carbon reductions, and feasibility constraints.
Core Logic
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Operates in human-required mode using internal debate reasoning. Generates Pareto-optimal optimization scenarios: (1) Low-Carbon Concrete Substitution: +3.5 points, €12,000, -241 tCO2e, (2) Enhanced Bicycle Infrastructure: +3.0 points, €8,500, (3) Circular Waste Management: +2.0 points, -€2,400 savings. Calculates ROI, payback periods, and circular economy scores for each option.
Compliance & Regulatory Validator
EU sustainability regulations evolve rapidly—CSRD, EPBD, EU Taxonomy—requiring continuous monitoring to ensure certification documentation meets current requirements and avoids compliance gaps.
Core Logic
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Numerical examples are scenario inputs or illustrative outputs, not validated performance results. Monitors regulatory updates across EU jurisdictions in real-time. Validates against DGNB 2023 criteria, EU Taxonomy technical screening (NZEB-10% threshold), DNSH assessments for 6 environmental objectives, and minimum safeguards. Tracks upcoming deadlines (CSRD: 2025-01-01, EPBD Renovation Wave: 2027) and identifies compliance gaps with remediation timelines.
Insights & Report Generator
Certification reports must serve multiple audiences—executives need KPIs, technical teams need detailed calculations, auditors need compliance documentation—requiring different formats and detail levels from the same data.
Core Logic
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Operates in full-auto mode with reflection reasoning. Generates stakeholder-specific reports: Executive Summary (key metrics, ROI), Carbon Analysis (EN15978 breakdown, benchmarks), Compliance Matrix (criteria scoring, evidence), Recommendations (prioritized actions). Produces 12-page PDF reports with AI-generated insights, data visualizations, and digital twin dashboard links.
Stakeholder Coordinator
DGNB certification requires documents and approvals from multiple stakeholders (architects, contractors, suppliers)—tracking requests, follow-ups, and deadlines across parties is administratively burdensome.
Core Logic
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Manages stakeholder communication workflows in supervised mode. Drafts professional document requests tailored to stakeholder type, tracks submission deadlines, automates follow-up sequences, escalates overdue items, and schedules coordination meetings. Maintains audit trail of all communications for certification documentation.
Worker Overview
Technical specifications, architecture, and interface preview
System Overview
Technical documentation
Tech Stack
7 technologies
Architecture Diagram
System flow visualization