Chips/Systems AI Framework
Pre-built Models Configured 3X Faster at 1/2 Cost
| MODELS | BUILT INTERNALLY | PACKAGED OFFERINGS | SUMOPTI |
| Type | a la carte | General models across fields | Company-specific Chips/Systems AI |
| Complexity | Stitching (infrastructure+DB+models+UI) |
Stitching (labor-intensive) |
Company-specific Chips/Systems AI |
| Analytics | Slow & Mediocre | Generic | State-of-the-Art |
| Allocation Engine | – | – | Chips/Boards/Systems specific |
| 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. (SaaS includes upg + support) |
| Scalability | Expanding requirements - cannot incorporate new parts - parallelism, compute, storage |
Expanding requirements - cannot incorporate new parts - parallelism, compute, storage |
Scalable & Integrated - adds new parts automatically - highly configurable |
| Resource Capability | Need broad skillsets - business domain skills - technical (parallelization) |
Need broad skillsets - business domain skills - technical (parallelization) |
Enterprise-ready System UI, analytics, data engineering, auto-build, deployment |
| Time & Costs | 3X of SumOpti | 3X of SumOpti | 3X faster at 1/2 the costs |
| Final Performance | Performance uncertain | 20 min-to-hours | Seconds |