WYM-ACC-sankalp · Disruption Replanning · formerly PlanMaster AI
Sankalp
sankalp - resolve, a commitment held under pressure
When freight, tariffs, or material prices move, arrive with options, not alerts.
Sankalp is the disruption half of the planning portfolio. Niyojan plans the network against capacity and constraints; Sankalp watches the world outside the plan and replans when it moves. It gives planners a live view of the order book, utilization, and revenue at risk while continuously monitoring freight rates, material prices, and geopolitical risk. When disruption hits it does not just alert: it delivers ready-to-commit remediation options with projected impact, plus a conversational assistant for what-if analysis.
Options, not alerts
each with projected impact
Multi-factory
replanning across the network
Problem
Planners learn about a disruption from the news or from a missed delivery, then rebuild the plan by hand while revenue at risk grows and the window for a cheap response closes.
Outcome
Ready-to-commit remediation options with projected impact, produced while there is still time to choose between them.
How it works
01
Hold the live plan
Orders, utilization, and revenue at risk are tracked continuously across every factory.
02
Watch the outside
Freight, commodity, tariff, and geopolitical signals are monitored against the commitments they threaten.
03
Generate options
When a signal matters, remediation options are solved and scored on cost, margin, and delivery.
04
Commit with approval
A planner chooses an option and commits it; the decision and its projection are recorded.
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-0100
Close Acceleration Agent
Finance
- AGT-0101
AP Invoice Processing Agent
Finance
- AGT-0102
AR Collections Agent
Finance
- 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
Systems · SAP S/4HANA · Workday · Oracle NetSuite · Snowflake · SAP MCP · Dun and Bradstreet API · SAP Ariba · Coupa
Modules
Live Order Book
Active orders, factory utilization, and revenue at risk in one view across the network.
External Signal Watch
Freight rates, material prices, tariffs, and geopolitical risk monitored continuously against the plan.
Remediation Options
Concrete replanning options generated with projected cost, margin, and delivery impact attached.
Conversational What-If
An assistant for instant scenario questions against the live plan.
Use cases
Raw Material Price Shock Absorption & Margin Preserving Replanning
A major structural steel and heavy pressure vessel manufacturer consuming 45,000 metric tons of specialized alloy plate and forged fittings annually.
Global Freight Disruption & Intermodal Logistics Rerouting
A global power equipment manufacturer shipping heavy transformers and turbine housings via international maritime, rail, and heavy haul trucking routes.
Geopolitical Trade Tariff & Supply Chain Embargo Mitigation
An international defense and aerospace subsystem manufacturer sourcing precision machined forgings and optical components across multiple global jurisdictions.
Catastrophic Factory Disruption & Multi Site Work Order Resequencing
A major industrial valve and actuator manufacturer with 5 plants, experiencing a major structural fire at Plant 2 that disabled the main heat treatment and machining bay for 60 days.
Executive Conversational What If Scenario Modeling & Production Commitment
The executive C Suite leadership of an international heavy industrial conglomerate managing 15 factories, 8,000 employees, and $2.5B in annual production.
Composable Architecture · Pairs well with
Accelerators that share systems of record, exchange real-time triggers, and compose with Sankalp.