SumOpti

SILICON-TO
SCENARIO
DAP SaaS
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

DYNAMIC ALLOCATION PLANNING (DAP) FOR SEMICONDUCTOR-ELECTRONICS

	PREMIUM	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 Subscription Analytics Service – SumOpti AI: 95% Planning Certainty – Rapid Model Execution: 1M+ rows in 1 sec – Enterprise-Ready: Supports 100,000+ SKUs – Direct Feed From ERP

Premium SaaS Flexible business rules Visual-driven methodology Dynamic data refresh
Autonomous Planning
Model financial outcomes

PREMIUM SERVICE

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

Silicon-to-Scenario Stack

AI Before AI Was Cool

Built for speed, flexibility, and scale
100% guaranteed uptime
Autonomous data collection
Proprietary AI models,
sophisticated data extraction,
non-standard training procedures
Proven, customer-tested architecture
Configurable UI, advanced algorithms,
web engines, and distributed databases
Parallel processing, model monitoring,
auto-load data pulls

Data Integration

INPUTS

[ Structured Data ]
├─ ERP/APS (SAP, Oracle)
│  ├─ Demand
│  ├─ Wafers
│  ├─ Supply
├─ Flat files

[ Unstructured Data ]
├─ Web/Social
│  ├─ Sentiment
│  ├─ Articles
│  ├─ Visitors
│  ├─ Registrations
│  └─ Webinars
├─ Industry Feeds
│  ├─ Events
│  ├─ Mergers
│  └─ Chip-specific
└─ News/Events
   ├─ Tariffs
   ├─ Pandemics
   ├─ Weather Disruptions
   ├─ Customer Confidence
   └─ Inflation Data

OUTPUTS: DIRECT PUBLISH TO SYSTEM

[ ERP Order Management ] [ SCM Demand Statement Update ]
[ Sales/Regional Planning Reports ] [ Quotation System ]

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
Premium SaaS AI	State-of-the-art SaaS Apps - SumOpti AI v8 - user-interaction model - highly flexible & fast	a la carte - generic - cookie cutter algorithms - out-of-box libraries
Silicon-to-Scenario Stack	Semicon-Electronics Allocation (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
Premium SaaS AI	State-of-the-art SaaS Apps - SumOpti AI v8 - user-interaction model - highly flexible & fast	Generic models - cookie cutter algorithms - out-of-box libraries
Silicon-to-Scenario Stack	Semicon-Electronics Allocation (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)