SumOpti

PROPRIETARY
CUSTOMIZABLE
AI ENGINE FOR
FORECASTING

CURRENT METHODS ARE INADEQUATE FOR FORECASTING

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

PROPRIETARY CUSTOMIZABLE AI ENGINE FOR FORECASTING

State-of-the-Art AI Forecasting System Transforming Forecasting With Proven, Innovative AI Technology Confidence Band Forecasting With Near-Zero Bias SumOpti’s AI delivers narrow, reliable confidence bands that capture uncertainty and optimize risk, cost, and decisions — with 95% certainty.
Forecasts a range of outcomes Removes human bias Optimizes revenue risk with excess costs Supports budgeting, resource and revenue planning Adjustable bands — widen or narrow confidence levels → Click to see confidence bands in action
Wide Band Narrower Band Wide Band Narrower Band

14+ Years of AI Forecasting Expertise

Across Diverse Domains

Energy & Chips: Power, electrical load
Infrastructure & Chips: Data centers, networks
Chips: For mobile, telecom markets
Chips: For automotive, industrial, defense markets
Connectivity Chips: WiFi, RF, Bluetooth, analog
Consumer Chips: PC, gaming, electronics
Others: Transportation, retail, cryptocurrency

Foundational AI Engine

AI Before AI Was Cool

95% planning certainty
Reduces excess inventory and stockouts
SumOpti AI v8 Timeline
- 2017: Autonomous planning pilot - NVIDIA
- 2018: Autonomous data collection deployed
- 2019-2024: Versions 2-7
- 2025: Version 8 launch

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 service

STATE-OF-THE-ART AI FORECASTING SYSTEM

	OnPrem/Cloud	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 AI Forecasting Service – SumOpti AI v8: 95% Planning Certainty – Rapid Model Execution: 1M+ rows in 1 sec – Enterprise-Ready: Supports 100,000+ Items – Direct Feed From ERP

AI Methodology Plan future outcomes Data-driven Automate
Manage uncertainty
Balance multiple objectives

COMPARISON

SUMOPTI VS INTERNAL SOLUTIONS
	SUMOPTI	BUILT INTERNALLY
Foundational AI Engine	Proprietary custom models 1. industry-scale training data 2. innovative algorithms 3. superior AI demand modeling	Generic models - out-of-box libraries - cookie cutter algorithms - performance ceiling
Time	3X quicker
Costs	1/2 the costs
Configurability	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 - a la carte - requires coding
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+ master product #s - 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
Foundational AI Engine	Proprietary custom models 1. industry-scale training data 2. innovative algorithms 3. superior AI demand modeling	Generic models - out-of-box libraries - cookie cutter algorithms - performance ceiling
Time	3X quicker
Costs	1/2 the costs
Configurability	Unlimited user-configurability - build other layers of modeling - setup new use cases - add variables, limitless All without extra implementation	Vendor dependency - black-box - stitching - labor-intensive Extra implementation costs
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+ master product #s - 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)