Carbon & Supply Chain Optimization Digital Worker

Core Logic

Coordinates mission execution across six phases: data ingestion, carbon calculation, supply chain analysis, risk assessment, optimization, and report generation. Manages agent dependencies ensuring upstream data is available before downstream processing. Handles autonomous action approval based on confidence thresholds. Maintains mission state and progress tracking. Generates executive summaries synthesizing all agent outputs.

Core Logic

Processes input data from ERP systems, utility bills, fuel records, travel systems, and supplier declarations. Validates data against schema requirements and business rules. Performs format conversion and unit standardization. Identifies data gaps and applies appropriate estimation methods with uncertainty flags. Deduplicates records and reconciles against financial data for completeness checks.

Core Logic

Calculates emissions across all GHG Protocol scopes: Scope 1 (stationary combustion, mobile sources, process emissions, fugitive emissions), Scope 2 (location-based and market-based electricity, heating/cooling), and Scope 3 (15 categories from purchased goods through investments). Applies appropriate emission factors from regulatory databases (DEFRA, EPA, ecoinvent). Quantifies uncertainty ranges using Monte Carlo simulation. Generates audit-ready calculation documentation.

Core Logic

Maps supply chain emissions by supplier, product category, and geographic origin. Calculates carbon intensity metrics (tCO2e per unit, per revenue, per weight). Identifies emission hotspots using Pareto analysis of supplier contributions. Models logistics route alternatives comparing carbon and cost trade-offs. Analyzes modal shift opportunities (sea vs. air, rail vs. truck) with transit time impacts.

Core Logic

Assesses CBAM applicability based on product categories and import volumes. Calculates embedded emissions per CBAM methodology using actual or default values. Estimates certificate costs and surrender requirements. Tracks regulatory deadlines across CBAM transition period, CSRD reporting, and SBTi milestones. Generates compliant declaration documents and audit evidence packages. Monitors regulatory updates and assesses impact on compliance strategy.

Core Logic

Evaluates suppliers using TOPSIS multi-criteria scoring across carbon intensity, regulatory exposure, transition readiness, physical climate risk, and financial stability. Monitors real-time risk signals including carbon price movements, regulatory announcements, weather events, and supplier news. Calculates risk-adjusted supplier costs including potential carbon border adjustments. Generates supplier risk rankings with mitigation recommendations.

Core Logic

Identifies optimization opportunities across categories: energy efficiency, renewable procurement, logistics optimization, supplier engagement, process improvement, and circular economy. Quantifies emission reduction potential (tCO2e) and cost impact (savings or investment) for each opportunity. Evaluates implementation effort and payback period. Ranks opportunities using multi-criteria optimization balancing carbon impact, cost, and feasibility. Generates implementation roadmaps with dependencies and milestones.

Core Logic

Generates tailored reports for multiple audiences: executive summaries for leadership, technical reports for sustainability teams, compliance documents for regulators, and supplier scorecards for procurement. Creates visualization dashboards with emission breakdowns, trend analysis, and benchmark comparisons. Produces audit-ready documentation with methodology descriptions, data sources, and calculation details. Exports in multiple formats including PDF, Excel, and machine-readable XML for regulatory submission.