Making Semiconductor Forecasts Reliable
SumOpti closes the gap between prediction and decision
Forecasts drive decisions — yet forecasts are rarely reliable.
SumOpti delivers forecast reliability even as conditions change.
SumOpti delivers forecast reliability even as conditions change.
Revenue commitments, build plans, allocations, and priorities all depend on forecasts that must hold under volatility.
ERP explains the past. Semiconductor leaders still rely on spreadsheets to decide the future.
Semiconductor Forecasting Challenge
The Reality
Uniquely complex:
- OEMs, distributor, end-market demand
- Short, nonlinear lifecycles
- Capacity, yield, mix, pricing tightly coupled
- Noisy, delayed signals
Breakdown
Why Forecasts Fail:
- Instability during volatility
- Override volume increases
- Confidence erodes
- Errors compound
SumOpti solves this: reliable forecasts under real-world semiconductor complexity.
Reliability Before Optimization
Philosophy
Designed differently:
- Continuous operation
- Reliability over point accuracy
- Autonomous volatility absorption
Outcome
Usable forecasts:
- Revenue planning
- Build decisions
- Demand modeling & Allocation
Why We Are Different
Technology
Reliability-First Foundation
- Purpose-built for semiconductors
- True demand signal extraction
- Bias stability across lifecycle
- Stability through spikes and shifts
Built by Semiconductor Practitioners
Leadership:
Jay Goyal, former Oracle Semicon-Electronics
Agere · MKS · Marvell · Alcatel · JNPR · Cisco
Domain Experience:
NVIDIA · SanDisk · Qcom · Micron · NetApp
2017 — AI pilot with NVIDIA
2018 — Autonomous tracking in production
Reliability, quarter after quarter
Markets shift. Volatility returns. SumOpti operates autonomously.
So forecasts remain reliable — decision after decision.
So forecasts remain reliable — decision after decision.
SumOpti cannot be seen — it is measured against your forecasts.

