AI Agentic Regulatory Compliance System
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): AI Agentic Compliance System - Configuration interface with company profile, connected data sources, regulatory frameworks (CSRD, SEC, CBAM, CDP, TCFD), and AI agent settings.
Illustrative preview (sample data, not verified outcomes): Agent Processing - Live execution view showing orchestrator coordinating multiple agents, terminal log output, pipeline stages, and tool executions in progress.
Illustrative preview (sample data, not verified outcomes): Data Processing Pipeline - Completed workflow stages with data quality assessment score, calculation methodology details, and processing summary with emissions breakdown.
Illustrative preview (sample data, not verified outcomes): AI Agentic Processing Complete - Execution summary showing records analyzed, data points delivered, time saved, cost savings, and GHG inventory by scope with uncertainty analysis.
AI Agents
Specialized autonomous agents working in coordination
Compliance Orchestrator Agent
Multi-framework compliance involves complex interdependencies where data must flow through collection, calculation, mapping, validation, and generation stages while maintaining consistency across frameworks.
Core Logic
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Coordinates the 8-stage compliance pipeline managing agent execution, dependencies, and parallel processing. Handles multi-framework alignment ensuring data consistency across CSRD, CBAM, and other frameworks. Monitors progress, manages failures, and produces unified execution metrics.
Data Collection Agent
Emissions data resides in multiple systems (ERPs, utility bills, IoT sensors, spreadsheets) with varying formats, update frequencies, and quality levels requiring unified collection and normalization.
Core Logic
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Connects to configured data sources via APIs, database queries, and file imports. Normalizes data to standard schemas, applies unit conversions, tracks data lineage, and produces a unified emissions dataset with source documentation and temporal coverage metadata.
GHG Calculator Agent
GHG calculations across Scopes 1, 2, and 3 require applying correct methodologies, emission factors, and allocation approaches while handling the 15 Scope 3 categories with varying data availability.
Core Logic
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Performs GHG Protocol-compliant calculations for all scopes and categories. Applies market-based and location-based Scope 2 approaches, implements spend-based, average-data, and supplier-specific Scope 3 methods, and generates calculation documentation with uncertainty quantification.
Framework Mapping Agent
Different regulatory frameworks require the same underlying data presented in framework-specific formats with varying disclosure requirements, metrics, and taxonomies.
Core Logic
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Maps calculated emissions and metrics to framework-specific disclosure requirements. Applies ESRS E1 metrics for CSRD, embedded emissions for CBAM, SEC-mandated disclosures, and CDP questionnaire responses. Maintains cross-framework consistency and identifies overlapping requirements for efficiency.
Validation Agent
Regulatory submissions require data quality validation, completeness checks, calculation verification, and format compliance to avoid rejection, restatements, or regulatory penalties.
Core Logic
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Validates emissions data against quality rules checking completeness, consistency, plausibility, and calculation accuracy. Performs framework-specific validation (iXBRL syntax, taxonomy compliance, mandatory disclosure coverage). Generates validation reports with issue severity classification and remediation guidance.
Report Generator Agent
Compliance reports require specific formats (iXBRL for CSRD, PDF for CDP, structured data for CBAM), professional presentation, and accurate XBRL tagging with appropriate taxonomy concepts.
Core Logic
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Generates disclosure reports in required formats with automated XBRL tagging. Produces CSRD sustainability statements in iXBRL, CBAM quarterly reports, CDP questionnaire responses, and TCFD-aligned disclosures. Creates executive summaries and internal review packages with navigation aids.
Review Agent
Generated reports require quality review to ensure narrative accuracy, metric consistency, appropriate materiality treatment, and alignment with organizational messaging.
Core Logic
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Reviews generated reports for quality, consistency, and completeness. Checks narrative coherence, verifies metric consistency across sections, validates cross-references, and identifies potential disclosure risks. Generates review checklists and flags items requiring human approval.
Audit Trail Agent
Regulatory submissions require audit-ready documentation with complete data lineage, calculation trails, and approval records to support limited or reasonable assurance engagements.
Core Logic
Illustrative workflow design. Validate capabilities, performance, controls and integration requirements before implementation. Maintains comprehensive audit trail with immutable logging of all data changes, calculations, and approvals. Documents data sources, transformation logic, emission factor selections, and reviewer actions. Generates assurance-ready documentation packages with integrity verification hashes.
Worker Overview
Technical specifications, architecture, and interface preview
System Overview
Technical documentation
Tech Stack
6 technologies
Architecture Diagram
System flow visualization