Schedules that respond to demand as it shifts.
AI-powered inventory consumption tracking, slow-moving stock identification, production scheduling, equipment allocation, and P&L sensitivity modelling for manufacturing lines.
Why production managers reach for this first.
Production planning runs on Excel. BOM consumption is tracked manually. Equipment and people allocation is reactive. P&L impact of scheduling changes is invisible until month-end variance analysis. Dana AI by Dana Groups makes production planning responsive — schedules adjust as demand shifts, inventory consumption is tracked in real time, equipment is allocated optimally, and the P&L impact of every scheduling decision is visible before it's made.
Three workflows production teams switch on first.
Use Case 1: Steel Mill — Dynamic Production Scheduling
Before: Production schedule set on Monday for the week. Customer rush order on Wednesday requires manual rescheduling.
After: AI reschedules dynamically, considering machine availability, material stock, delivery commitments, and changeover times.
Outcome: Rush orders accommodated without cascading delays. Schedule remains optimised.
Use Case 2: Industrial Manufacturer — BOM Consumption Tracking
Before: Bill of materials tracked manually per production run. Variances between planned and actual discovered at month-end.
After: AI tracks raw material consumption against BOM in real time. Flags over-consumption and waste immediately.
Outcome: Material waste reduced. Cost variance visible daily, not monthly.
Use Case 3: Equipment Manufacturer — Capacity Planning
Before: Plant manager allocates machines based on experience. Bottlenecks discovered when orders back up.
After: AI models capacity across all machines, identifies bottlenecks in advance, suggests rebalancing.
Outcome: Throughput increases without capital expenditure. Bottlenecks resolved before they impact delivery.
What is in the box.
- Dynamic production scheduling
- BOM consumption tracking
- Slow-moving stock identification
- Equipment allocation optimisation
- Capacity modelling
- P&L sensitivity analysis
- Changeover time optimisation
- Material requirement planning
- Production dashboard
- Shift planning
Tools and headcount you can stand down.
Where this capability is deployed today.
Production Planning video overview
Frequently Asked Questions
Can Dana AI production planning integrate with our existing MES or ERP?
Yes. Dana AI by Dana Groups connects to MES, ERP, and inventory management systems during the provisioning phase. Production data flows bi-directionally for real-time scheduling and consumption tracking.
Does the production planning show P&L impact of scheduling decisions?
Yes. The platform models the P&L sensitivity of scheduling changes before they are made — showing the cost impact of rush orders, overtime, material substitution, and equipment reallocation.
How does Dana AI handle rush orders in an existing production schedule?
The platform dynamically reschedules considering machine availability, material stock, delivery commitments, and changeover times. It finds the optimal insertion point that accommodates the rush order with minimum disruption to existing commitments.
Production Planning — sovereign AI for manufacturing lines
Production Planning is a capability within the Dana AI platform by Dana Groups, a UAE-based industrial conglomerate with heritage dating to 1991. The capability provides AI-powered production scheduling, BOM consumption tracking, equipment allocation, and P&L sensitivity modelling for manufacturing lines across the UAE, Saudi Arabia, Qatar, Bahrain, Oman, and Kuwait. All production data processed on customer infrastructure under sovereign flat-fee licensing. #MadeInUAE
Where to go next
Book a Working Session
Forty-five minutes with an operator who has deployed this inside a real industrial business. You leave with the workflow we would automate first.
Or email us → hello@danagroups.com | Call: +971-4-2217273
