SumOpti

PROPRIETARY
CUSTOMIZABLE
AI ENGINE FOR
FORECASTING

For Semiconductor-Electronics

CURRENT METHODS ARE INADEQUATE FOR SEMICONDUCTOR FORECASTING

Death by Committee

Wrong Tools for the Job

PROPRIETARY CUSTOMIZABLE AI ENGINE FOR SEMICONDUCTOR FORECASTING

Autonomous Forecasting System Transforming Forecasting With Proven, Innovative AI Technology SumOpti Semiconductor Forecasts Automates forecasting by controlling uncertainty and optimizing risk-cost decisions — with 95% certainty from SumOpti's scientific mechanism.
Replaces subjective with scientific inputs Reduces forecast overrides significantly Removes debates and inefficiencies Eliminates human bias completely Drives semiconductor builds and forecasts
Wide Band Narrower Band Wide Band Narrower Band

Enterprise-Ready Semiconductor AI Applications Segments & End-Markets
Energy: Power Management & ICs (EV/AI) AI & Compute: Data centers/AI, HPC Memory: HBM, DRAM, NAND, Storage Logic & Foundry: Logic, Foundry Automotive: Auto electronics (EV/ADAS) Connectivity: Mobile, RF/Wireless, IoT, Broadband Consumer & PC: PC, Consumer, Gaming, Electronics Analog & Sensors: Analog, Industrial, Sensor ICs
SumOpti Innovation Full Stack "Silicon-to-Scenario"
Timeline: AI Before AI Was Cool 2017: Autonomous planning pilot - NVIDIA 2018: Autonomous data collection deployed 2019-2025: Versions 2-8 2026: Version 9	3X Faster Delivery at Half the Cost Continuous model enhancements No dependency on internal support staff Premium support covers all data updates Advanced self-service administration tools
SumOpti cannot be seen - it is measured against your forecasts Evaluate

SEMICONDUCTOR AUTONOMOUS FORECASTING SYSTEM

Full-Stack "Silicon to Scenario"

	Configured SaaS – Custom AI Models – Tailored User Interaction Model 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 Forecasting Service – SumOpti AI: 95% Planning Certainty – Rapid Model Execution: 1M+ rows in 1 sec – Enterprise-Ready: Supports 100,000+ Items – Direct Feed From ERP

COMPARISON

	SUMOPTI FULL STACK SILICON-TO-SCENARIO	BUILT INTERNALLY	PACKAGED OFFERINGS
Semiconductor AI Application	Proprietary semicon-specific AI	Generic	Lack semicon expertise
Forecast Reliability	Error < 1% & stable	Unreliable	Misapplied libraries/LLMs
Long-term Cost	3× quicker at 50% cost
Custom Model Support	Model upgrades included	Ongoing internal staffing	Black-box, vendor-dependent
Scalability	Enterprise-scale	Limited by compute	Limited
Full Stack	Silicon-to-Scenario	Limited by architecture	Stitching multiple tools