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INDUSTRIES // MANUFACTURING & AUTOMOTIVE

Move the line
at the speed
of intent.

Formant gives plant managers and process engineers command of every physical agent on the line — body-in-white cells, paint robots, AGV flow, final-assembly stations — without surrendering takt to autonomy.

Industries/Manufacturing & Automotive/Vertical Brief · 2026.1
Operating Across
24 plants
Physical Agents Under Command
18,200
First-Pass Yield
97.4%
OEE Sustained
86.2%

THE VISIBILITY CRISIS

The line is loud.
Operators are listening for one signal in twelve thousand.

A modern assembly plant runs more autonomous cells, more vision, and more sensor density than any other industrial environment in production — and yet a single line-stop still cascades through three shifts of paper triage.

We don't call this an automation problem. We call it a visibility crisis — an erosion of the engineer's ability to see what the line is doing at the speed the line actually moves.

LINE STOP · DOWNTIME COST
$22K / min
A tier-1 assembly line bleeds twenty-two thousand dollars per minute of unplanned stoppage.
OPERATOR HMI COUNT
9 panes
An average plant supervisor tracks nine separate HMIs. Context-switching, not capability, caps line speed.
UNTRACED QUALITY ESCAPE
41% never explained
Four in ten quality escapes are never traced to a process root cause.

CAPABILITIES

Six surfaces of command
for the modern plant.

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

USE CASE · 01

Robotic Welding & Body-in-White

Live state for every weld cell — Fanuc, ABB, KUKA, in-house retrofits. Bounded re-sequence when a fixture drops out.

View capability
USE CASE · 02

Material Flow & Sequence Adherence

Pattern-match sequence drift across stamping, sub-assembly, and trim/chassis.

View capability
USE CASE · 03

Paint Shop Quality Inspection

Telemetry and replay for every booth pass. Vision agents flag orange-peel and flow anomalies.

View capability
USE CASE · 04

Final Assembly Stations

Sub-second visibility on operator tact, takt adherence, and station starvation.

View capability
USE CASE · 05

Quality Anomaly Resolution

Bind end-of-line defects to upstream cell telemetry. AI proposes the responsible process step.

View capability
USE CASE · 06

Bounded Autonomy for Process Cells

Define safe envelopes per cell, per build variant, per shift. Safety stops require human command.

View capability

ARCHITECTURE

Three layers. One operational mind.

Formant is not a line-side dashboard. It is an architecture — the connective tissue between physical agents on the floor, the intelligence that learns from every shift.

01 · INTELLIGENCE
THE BRAIN

A learning system that compounds across shifts and plants — every resolved cell exception becomes a pattern the next build inherits.

02 · EMBODIMENT
THE BODY

Physical agents — weld cells, paint robots, AGVs, vision stations, torque tools — speaking one telemetry protocol.

03 · CONTEXT
THE CONTEXT

Build sequence, MES events, recipe state, takt targets, and engineer intent — bound to every cell action.


THE INTERFACE

The command surface
your plant actually deserves.

One canvas. Every cell, every AGV, every station — surfaced at the speed of takt, never the speed of data.

FORMANT INTERFACE · PLANT-DTW-02OPS-NORTH-04 · LIVE
The Formant Interface

OPERATORS WHO COMMAND WITH FORMANTVIEW ALL CUSTOMERS  →

FIELD REPORT · PROVIDENCE MOTORS · PLANT 02CASE STUDY · 03
"

Formant didn't replace our engineers. It gave them back the hours we'd lost to HMI roulette during a stop — and the confidence to let bounded autonomy run the recovery sequence. We restarted a welding cell in nine minutes flat. Last quarter that was forty.

S. Nakamura · Director of Plant Operations
PROVIDENCE MOTORS · PLANT 02 · DETROIT · BIW + PAINT + ASSY

FIELD METRICS · TRAILING 12 MONTHS

The compound effect of bounded autonomy, measured in builds, takt, and shifts.

9min
Mean time to restart a stopped welding cell — down from 40 minutes.
78%
Cell exceptions resolved by bounded autonomy without engineer escalation.
2.4pp
Sustained first-pass-yield improvement across body, paint, and assembly.
9→1
HMIs compressed into one operational surface, per shift.
ARCHITECTURE AUDIT · MANUFACTURING & AUTOMOTIVE

Bring the line into command.

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