Intelligent Framework
Custom Models Configured 3X Quicker at 1/2 Cost
| MODELS | BUILT INTERNALLY | PACKAGED OFFERINGS | SUMOPTI |
| Type | a la carte | Out-of-the-box models | Custom model |
| Complexity | Stitching (infrastructure+DB+models+UI) |
Stitching (labor-intensive) |
Custom model |
| Algorithms | Slow & Mediocre | Generic | Intelligent |
| Allocation Engine | – | Server-based/Batch | State-of-the-art |
| Engine Speed | Performance uncertain | Few minutes-to-hours | Within 5 seconds |
| Extensibility | Code specific to one problem only | Black-box | Highly configurable |
| Support & Maintenance | Internal staff re-prioritized (support staff changes) |
Internal staff re-prioritized (support staff changes) |
Requires less support & maint. (service includes upg + support) |
| Scalability | Expanding requirements - parallelism, compute, storage - cannot incorporate new parts |
Expanding requirements - parallelism, compute, storage - cannot incorporate new parts |
Enterprise-scale - 75,000/125,000+ Sku/customers - adds new parts automatically |
| Resource Capability | Need broad skillsets - business domain skills - technical (parallelization) |
Need broad skillsets - business domain skills - technical (parallelization) |
State-of-the-art enterprise system Full stack: UI, engines, TNN, data engineering, deployment |
| Time & Costs | 3X of SumOpti | 3X of SumOpti | 3X faster at 1/2 the costs |