WYM-ACC-niyojan · Production Planning
Niyojan
niyojan - planning, deliberate arrangement
Multi-plant production planning at enterprise scale.
Niyojan plans production across dozens of plants at once, balancing demand, capacity, and constraints that no hand-built schedule can hold together. It optimizes across 60+ facilities, honors real limits like materials and capacity, and replans as conditions change – recovering the capacity and margin that manual planning leaves behind.
60+
facilities planned
Problem
Planning production across dozens of plants by hand leaves capacity and margin on the table.
Outcome
Optimized scheduling across 60+ facilities, balancing demand, capacity, and constraints.
How it works
01
Model the network
Demand, capacity, and constraints across all plants are captured.
02
Optimize multi-plant
Schedules are solved across 60+ facilities together.
03
Honor constraints
Capacity, materials, and demand limits are respected.
04
Replan
Schedules adapt as conditions change.
Bill of materials
This pack composes catalog agents. Same IDs as the rest of the catalog.
Pack Architecture & Agent Composition Graph
10 Composed Agents- AGT-0157
Production Schedule Optimization Agent
Manufacturing Operations
- AGT-0201
Computer Vision Quality Inspection Agent
Manufacturing Operations
- AGT-0337
Plant Digital Twin Agent
Manufacturing Operations
- AGT-0222
Incident Triage Agent
IT Operations
- AGT-0223
Root Cause Analysis Agent
IT Operations
- AGT-0224
Change Risk Assessment Agent
IT Operations
- AGT-0338
Factory Worker Copilot
Manufacturing Operations
- AGT-0339
OEE Diagnosis Agent
Manufacturing Operations
Systems · SAP Ariba · Coupa · Snowflake · Dun and Bradstreet API · Cognex VisionPro · Siemens MES MCP · NVIDIA Jetson · SAP S/4HANA
Modules
Multi-Plant Optimization
Schedule across 60+ facilities together.
Constraint Solving
Honor capacity, materials, and demand.
Replanning
Adapt schedules as conditions change.
Use cases
Global 60+ Plant Capacity Balancing & Workload Re- Allocation
A multinational industrial equipment manufacturer operating 60+ production facilities across 4 continents, producing custom hydraulic pumps, valves, and heavy gearboxes.
Dynamic Resequencing Following Unplanned Primary Line Failure
A high-volume automotive stamping and welding plant producing body panels for 3 concurrent vehicle assembly platforms.
Setup Grouping & Changeover Minimization in Contract Electronics
A high-mix Contract Electronics Manufacturer (CEM) operating 12 Surface Mount Technology (SMT) lines producing PCBA boards for automotive and industrial IoT clients.
Order SLA Protection & Overtime Minimization During Demand Spikes
A commercial HVAC equipment manufacturer producing custom rooftop air handling units with high seasonal demand surges during pre-summer months.
Planning a New Product Introduction Into an Already-Loaded Network
A manufacturer must introduce a new product family into a plant network already running near capacity, without breaking existing customer commitments.
Composable Architecture · Pairs well with
Accelerators that share systems of record, exchange real-time triggers, and compose with Niyojan.