Use Cases
Each example walks through a real decision: the situation, how we modeled it, and what the model showed. Filter by field.
Life Sci
Clinical supply, biomanufacturing, and release.
Clinical Supply Coverage
Will released supply cover the plan, and what happens if enrollment runs hot?
CMC LaunchBiologics Tech Transfer
When every team is busy, which gate is really on the launch critical path?
BioprocessBiomanufacturing Release
Useful output is below plan: which stage is limiting it, and which capacity change increases output first?
Industrial Biotech
Precision fermentation, bio-based products and materials, and biology-enabled manufacturing.
Fermentation Scale-Up
Which stage sets the scale-up ceiling, and which single intervention creates the first real increase in saleable output?
Bio-Based MaterialsUnit Economics
Which production mix reaches commercial volume and product requirements at the lowest modeled unit cost?
Capacity StrategyCapex Allocation
Which capacity moves should receive funding now, and which major build should remain deferred?
AI Infra
Power, compute, and inference routing.
Manufacturing
Formulation, fabrication, and space systems.
Skincare Formulation
Why does the least-cost modeled formula include squalane?
Space SystemsSatellite Rideshare
Which payloads remain unassigned this cycle, and which constraint causes it?
SemiconductorFab Throughput Ramp
Which tool constraint limits output, and what becomes the next limit after it is relieved?
Energy
Interconnection and decarbonization.
Supply Chain
Sourcing and disruption recovery.