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SEMICONDUCTORS
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INDUSTRIES // SEMICONDUCTORS

The fab,
brought into light.

Formant gives semiconductor operators command of every physical agent inside the fab — from AMHS choreography to lithography uptime to cleanroom inspection — without surrendering precision to autonomy.

Industries/Semiconductors/Vertical Brief · 2026.1
Operating Across
6 fab sites
Physical Agents Under Command
12,400
Telemetry Uptime
99.997%
Mean Time to Resolve
38 sec

THE VISIBILITY CRISIS

The fab is dark.
Operators are flying on instruments.

A modern semiconductor fab runs more autonomous machinery than any other industrial environment on earth — and yet operational meaning is scattered across fourteen consoles, six MES dashboards.

We don't call this an automation problem. We call it a visibility crisis — a slow erosion of the human ability to know what the system is doing, and why.

LITHOGRAPHY · DOWNTIME COST
$1.2M / hr
A single hour of stepper downtime costs more than the average operator sees in a decade.
OPERATOR CONSOLE COUNT
14 panes
An average fab operator tracks fourteen separate UIs. Cognitive load, not capability, is the limiter.
UNTRACED YIELD LOSS
60% never explained
Six in ten yield anomalies are never traced to root cause.

CAPABILITIES

Six surfaces of command
for the semiconductor fab.

Each surface is independently deployable and converges on the same operational layer.

USE CASE · 01

AMHS Choreography

Live state for every overhead hoist, stocker, and load port. Bounded re-routing when a tool drops out.

View capability
USE CASE · 02

Lithography Uptime

Pattern-match drift signatures across steppers. Catch the spike before it costs a wafer.

View capability
USE CASE · 03

Wafer Handling Robotics

Telemetry and replay for every load/unload cycle. Sub-millimeter visibility on handoffs between cluster tools.

View capability
USE CASE · 04

Cleanroom Inspection

Vision agents that patrol the cleanroom for particulate excursions and ESD anomalies.

View capability
USE CASE · 05

Yield Anomaly Resolution

Bind defect maps to upstream agent telemetry. AI proposes the root cause; the operator commands the response.

View capability
USE CASE · 06

Bounded Autonomy for Process Tools

Define safe envelopes per tool, per recipe, per shift. Everything beyond requires human command.

View capability

ARCHITECTURE

Three layers. One operational mind.

Formant is not a dashboard. It is an architecture — the connective tissue between physical agents, the intelligence that learns from them, and the human context that gives their actions meaning.

01 · INTELLIGENCE
THE BRAIN

A learning system that compounds — every resolved anomaly becomes a pattern the next shift inherits.

02 · EMBODIMENT
THE BODY

Physical agents — AMHS, EFEM, inspection bots, process tools — speaking one telemetry protocol.

03 · CONTEXT
THE CONTEXT

Process recipes, shift state, MES events, and operator intent — bound to every agent action.


THE INTERFACE

The command surface
your fab actually deserves.

One canvas. Every physical agent, every telemetry stream, every bounded action — surfaced at the speed of decision.

FORMANT INTERFACE · FAB-07OPS-NORTH-04 · LIVE
The Formant Interface

OPERATORS WHO COMMAND WITH FORMANTVIEW ALL CUSTOMERS  →

FIELD REPORT · NORTHFIELD FAB · LINE 7CASE STUDY · 03
"

Formant didn't replace our operators. It gave them back the hours we'd lost to console-switching — and the confidence to let bounded autonomy do the rest. We brought a lithography cell back from cold in eleven minutes. Last quarter that was a shift.

R. Chen · Director of Fab Operations
NORTHFIELD SEMICONDUCTOR · 300MM · WEST CORRIDOR

FIELD METRICS · TRAILING 12 MONTHS

The compound effect of bounded autonomy, measured in production silicon.

11min
Mean time to recover a stepper from cold — down from 1 shift.
73%
Anomalies resolved by bounded autonomy without operator escalation.
1.2pp
Sustained yield improvement after 2 quarters of Interface adoption.
14→1
Consoles compressed into one operational surface, per shift.
ARCHITECTURE AUDIT · SEMICONDUCTORS

Bring the fab into light.

We don't pitch. We audit. Forty-five minutes with a Formant architect — your topology, your loudest pain, a candid map of what the Interface would resolve in 90 days.