Scenario Planning

What-if analysis across connected manufacturing systems

3 Active Scenarios
$8.4M Revenue at Risk
5 Systems Queried
< 12s Analysis Time
API Supplier Delay
Consumables Cost +30%
New Contract Capacity

API Supplier Delay

Critical
Lonza notifies 6-week delay on mAb intermediate (LNZ-4821). Evaluate impact on batch schedule, customer delivery commitments, and Q3 revenue targets across Rituximab, Trastuzumab, and Adalimumab production lines.
Delay Duration
6 weeks
Products Affected
3 lines
Alt. Supplier Lead
10 weeks
Safety Stock
2.5 weeks

Impact Comparison

Metric Baseline Scenario Flow Delta
On-time delivery 96.2% 71.8% −24.4 pp
Batches at risk 0 12 +12
Revenue impact $8.4M −$8.4M
Customer penalties $0 $1.2M +$1.2M
Safety stock (weeks) 2.5 0 −2.5
Scenario analysis uses read-only snapshots — no production data is modified Last analysis: 2 min ago