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Agents · Mastermind + Role Specialists

A Mastermind orchestrating specialized role agents.

Each agent reasons from its functional perspective; the Mastermind aligns them to the enterprise objective. Together they handle continuous, governed decision loops across the Consumer Goods supply chain.

DemandSupplyMRPInventoryProductionLogisticsFinanceOptimizationRiskGovernanceExecutionTwinMastermindAGENT
Sense
Decide
Optimize
Execute
Learn
Agent Ecosystem

A full-scope agentic supply chain organization.

ZeroMan.ai is being built to coordinate specialized agents across the full Consumer Goods operating model — from demand and planning to production, logistics, finance, risk, and execution. These are not isolated assistants — they are an orchestrated agentic operating model working toward one enterprise objective.

Agent orchestration map
27 agents · 5 functional clusters · 1 Mastermind
Demand & Commercial
Supply & Procurement
Planning & Production
Inventory & Logistics
Enterprise Intelligence
Enterprise Objective
Digital Twin
Optimization Core
Governance Layer
Mastermind
Agent

All agents operate toward one enterprise objective.

Demand Forecasting Agent

Forecast

Forecasts demand using history, events, promotions, market signals, and commercial assumptions.

Demand Sensing Agent

Sense

Detects near-term demand changes and anomalies before they become planning failures.

Customer Priority Agent

Priority

Encodes strategic customer rules, channel priorities, and service commitments into decisions.

Allocation Agent

Allocate

Allocates constrained inventory across customers, channels, regions, priorities, and margin objectives.

Order Promising Agent

Promise

Promises order quantities and dates against constrained supply, capacity, and customer rules.

Decision Loops

Autonomous decision loops, not disconnected recommendations.

ZeroMan.ai is designed around complete decision loops — from signal detection to scenario generation, governance, execution, and learning.

Decision loop

Demand-to-supply balancing

Step 1
Signal

Demand spike detected in priority Consumer Goods category.

Step 2
Reasoning

Demand, inventory, supply planning, production, finance, and optimization agents evaluate the response.

Step 3
Optimization

Compare service, cost, margin, inventory, capacity, and risk.

Step 4
Governance

Check approval thresholds and customer impact.

Step 5
Prepared action

Adjust plan, reallocate stock, update production priority, or trigger supply response.

DemandInventorySupply PlanningProductionFinanceOptimization