SumOpti

SILICON-TO
SCENARIO
FULL-STACK
SYSTEM

For Semiconductor-Electronics

SPREADSHEETS AND CURRENT METHODS ARE INADEQUATE

Cumbersome Approach

Losing the Forest for the Trees

Stitching systems:
complex, unwieldy, costly
Needs broad skillsets:
lacks domain expertise
Staff re-prioritized, migration:
solution turns into a black-box

SUMOPTI AI FOR SEMICONDUCTOR-ELECTRONICS

Full-Stack

AI Before AI Was Cool

95% planning certainty
Reduces excess inventory and stock outs
Specialized AI v8
- 2017: Piloted autonomous planning, Nvidia
- 2018: Deployed autonomous data collection
- 2019-2024: v2-v7
- 2025: v8
Semiconductor-electronics-specific
Built for speed, flexibility, and scale
Proven, customer-tested architecture:
VuOne, dynamic data, adv. algorithms
Model monitoring, auto-load data pulls

Hybrid On-Prem/Cloud

Delivered 3X Faster at Half the Cost

Continuous model enhancements
No dependency on internal support staff
Premium support covers all data updates
Advanced self-service administration tools
Premium helpdesk with faster, superior service

SEMICONDUCTOR-ELECTRONICS DAP (DYNAMIC AUTONOMOUS PLANNING)

	OnPrem/Cloud	Configured SaaS – Tailored User Interaction Model – Customer-Configured AI Models User Configurable And Simple – Intuitive User Interaction Model – Flexible: Add Unlimited Parameters – Build Other Layers of Modeling – Set Up New Use Cases Easily Powerful Semiconductor-Electronics Service – SumOpti AI v8: 95% Planning Certainty – Rapid Model Execution: 1M+ rows in 1 sec – Enterprise-Ready: Supports 100,000+ SKUs – Direct Feed From ERP

SaaS Flexible business rules Data-driven methodology Dynamic data refresh
Manage uncertainty
Balance multiple objectives

COMPARISON

SUMOPTI VS INTERNAL SOLUTIONS
	SUMOPTI	BUILT INTERNALLY
Semiconductor-Electronics	Unlimited user-configurability - build other layers of modeling - setup new use cases - add variables, limitless All without extra implementation	Code specific to one problem only (requires coding)
Time	3X quicker
Costs	1/2 the costs
Specialized AI	SemiconElectronics-specific - proprietary AI, v8 - user-interaction model - highly flexible & fast	a la carte - generic - cookie cutter algorithms - out-of-box libraries
Silicon-to-Scenario Stack	SemiconElectronics-specific (State-of-the-art)	Stitching (infrastructure+DB+models+UI)
Performance	Within 1 second	Performance uncertain
Labor turnover/migration	Requires less support & maint. (service includes upg. + support)	Internal staff re-prioritized (support staff changes)
Scalability	Enterprise-scale - 100,000+ SKUs - adds new parts automatically	Expanding requirements - parallelism, compute, storage - cannot incorporate new parts
Resource Capability	Silicon-to-Scenario Stack - UI, engines, SumOpti AI - data engineering, deployment	Need broad skillsets - business domain skills - technical (parallelization)
SUMOPTI VS PACKAGED OFFERINGS
	SUMOPTI	PACKAGED OFFERINGS
Semiconductor-Electronics	Unlimited user-configurability - build other layers of modeling - setup new use cases - add variables, limitless All without extra implementation	Horizontal - black-box - vendor dependency - extra implementation costs
Time	3X quicker
Costs	1/2 the costs
Specialized AI	SemiconElectronics-specific - proprietary AI, v8 - user-interaction model - highly flexible & fast	Generic models - cookie cutter algorithms - out-of-box libraries
Silicon-to-Scenario Stack	SemiconElectronics-specific (State-of-the-art)	Stitching (labor-intensive)
Performance	Within 1 second	Few minutes-to-hours
Labor turnover/migration	Requires less support & maint. (service includes upg. + support)	Internal staff re-prioritized (support staff changes)
Scalability	Enterprise-scale - 100,000+ SKUs - adds new parts automatically	Expanding requirements - parallelism, compute, storage - cannot incorporate new parts
Resource Capability	Silicon-to-Scenario Stack - UI, engines, SumOpti AI - data engineering, deployment	Need broad skillsets - business domain skills - technical (parallelization)