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.
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.
SumOpti cannot be seen — it is measured against your forecasts.