Enterprise Multi-Agent Compliance Orchestration System
Deploys 10 AI agents using Chain-of-Thought reasoning and ReAct architecture. Agents ingest data, map regulations, identify gaps, assess risk, optimize schedules, and generate reports autonomously with real-time IoT integration.
Problem Statement
The challenge addressed
Solution Architecture
AI orchestration approach
AI Compliance Intelligence Configuration
Agent Orchestration Engine with ReAct Reasoning
IoT Sensor Analysis and ESG Dashboard
Action Planning with Impact Summary
AI Agents
Specialized autonomous agents working in coordination
AI Workflow Coordinator
Complex compliance requires coordination of multiple AI capabilities in correct order with proper data handoffs.
Core Logic
Decomposes missions into parallel/sequential workstreams, assigns tasks to agents, manages inter-agent communication, tracks progress, resolves conflicts, and synthesizes final reports using Chain-of-Thought reasoning.
Portfolio Data Processor
Compliance analysis requires validated data from multiple sources with inconsistencies and missing values.
Core Logic
Connects to databases, validates integrity (99.7% completeness), applies transformations, handles imputation, creates unified data model, and documents all quality issues for audit traceability.
Regulatory Intelligence Specialist
French fire regulations are complex and system-specific across building types (ERP, IGH, ICPE) and system types.
Core Logic
Maintains knowledge base of APSAD R1-R17, NF EN standards, Code du Travail. Identifies applicable regulations, inspection frequencies, certification requirements, and produces regulatory obligation matrix.
Gap Analysis Specialist
Identifying gaps requires comparing thousands of data points across systems with varying schedules.
Core Logic
Compares maintenance history and certification status against regulatory matrix. Calculates days until inspection, identifies overdue items, flags expired certifications, assigns severity scores with confidence levels.
Financial Risk Modeler
Compliance gaps carry financial consequences including fines, insurance increases, and liability exposure.
Core Logic
Uses Monte Carlo simulation to model financial impact. Considers inspection probability, fine amounts, insurance implications, runs thousands of simulations for expected value and 95th percentile scenarios.
Inspection Planning Specialist
Scheduling inspections across properties respecting deadlines, availability, and budget is complex.
Core Logic
Formulates scheduling as constraint satisfaction. Considers regulatory deadlines, technician certifications, geographic clustering, budget limits, and risk priorities to ensure zero missed deadlines.
Multi-Audience Communication Specialist
Different stakeholders need different views: executives need dashboards, technicians need work orders.
Core Logic
Synthesizes findings into role-specific reports: executive summaries, compliance matrices, work orders, and audit packages in PDF, HTML, Excel, PowerPoint formats with automated scheduling.
Real-Time Sensor Intelligence
Traditional monitoring only detects issues during periodic inspections, missing slow degradation.
Core Logic
Connects to sensor streams at 1Hz sampling for pressure, temperature, flow. Applies edge analytics for anomaly detection, correlates with baselines, generates immediate alerts for proactive intervention.
Failure Prediction Specialist
Reactive maintenance causes expensive emergency repairs and compliance violations.
Core Logic
Uses Weibull analysis and ML models on historical failure data to predict failure probability. Calculates remaining useful life and prioritizes systems for preventive maintenance.
Sustainability & Governance Specialist
Enterprises must report ESG metrics for maintenance operations environmental impacts.
Core Logic
Calculates carbon footprint, tracks water consumption, monitors safety metrics. Generates ESG reports aligned with GRI, SASB, TCFD frameworks for sustainability reporting.
Worker Overview
Technical specifications, architecture, and interface preview
System Overview
Technical documentation
Tech Stack
1 technologies
Architecture Diagram
System flow visualization