VERTICAL · 03 / 12
LOGISTICS · WAREHOUSING
LAT 33.7490° · LON −84.3880°
DISTRIBUTION CORRIDOR · SOUTHEAST
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FRAME · 0001 / 0012
INDUSTRIES // LOGISTICS & WAREHOUSING

From dock door
to delivery,
in one mind.

Formant unifies every physical agent inside the four walls and beyond — AMR fleets, sortation, goods-to-person stations, yard automation — into a single operational layer the network can act on.

Industries/Logistics & Warehousing/Vertical Brief · 2026.1
Operating Across
42 DCs
Physical Agents Under Command
28,640
Pick Accuracy
99.94%
Peak Throughput Sustained
1.4M units/day

THE VISIBILITY CRISIS

The network is loud.
Operators are guessing in the noise.

A modern distribution network runs thousands of autonomous agents across a constellation of WMS, WES, WCS, and OEM consoles — and yet the operator at 3am still pages a supervisor to know whether the dock is healthy.

We don't call this an automation problem. We call it a visibility crisis — fragmented systems that drown decision-makers in alerts while starving them of meaning.

PEAK · LOST THROUGHPUT
$84K / hr
A single recirculation cascade on a sortation loop during peak costs a tier-1 network nearly six figures per hour.
OPERATOR CONSOLE COUNT
11 panes
An average DC supervisor tracks eleven separate systems. Context-switching, not capability, caps performance.
UNTRACED MIS-SHIPS
37% never explained
More than a third of mis-shipped lines are never traced to root cause.

CAPABILITIES

Six surfaces of command
for the modern distribution network.

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

USE CASE · 01

AMR Fleet Choreography

Live state for every autonomous mobile robot, regardless of vendor. Bounded re-routing when an aisle blocks, without paging the supervisor.

View capability
USE CASE · 02

Sortation Throughput

Pattern-match recirculation signatures across loops and chutes. Catch the cascade before it costs a wave.

View capability
USE CASE · 03

Goods-to-Person Stations

Telemetry and replay for every cycle at every station. Sub-second visibility on operator tact and station starvation.

View capability
USE CASE · 04

Inbound Dock Vision

Vision agents that read trailer manifests, verify seals, and flag damage at the dock door.

View capability
USE CASE · 05

Yard Management & Slotting

Bind trailer state to upstream commitments. AI proposes the dock door; the supervisor commands the move.

View capability
USE CASE · 06

Bounded Autonomy for Pick & Pack

Define safe envelopes per zone, per SKU class, per shift. Anything beyond requires human command.

View capability

ARCHITECTURE

Three layers. One operational mind.

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

01 · INTELLIGENCE
THE BRAIN

A learning system that compounds across the network — every recirc resolved becomes a pattern the next DC inherits.

02 · EMBODIMENT
THE BODY

Physical agents — AMRs, sorters, conveyors, yard mules, dock vision — speaking one telemetry protocol.

03 · CONTEXT
THE CONTEXT

Wave plans, carrier cut-offs, SKU velocity, shift state — bound to every agent action.


THE INTERFACE

The command surface
your network actually deserves.

One canvas. Every physical agent across every DC surfaced at the speed of decision.

FORMANT INTERFACE · DC-ATL-04OPS-NORTH-04 · LIVE
The Formant Interface

OPERATORS WHO COMMAND WITH FORMANTVIEW ALL CUSTOMERS  →

FIELD REPORT · HARTFIELD DC · ATLANTACASE STUDY · 03
"

Formant didn't replace our supervisors. It gave them back the hours we'd lost to console-roulette — and the confidence to let bounded autonomy run the floor through peak. We held our sortation loop at 96% utilization for the entire holiday.

M. Okafor · VP of Network Operations
HARTFIELD LOGISTICS · 42 DCs · 6 CONTINENTS

FIELD METRICS · TRAILING 12 MONTHS

The compound effect of bounded autonomy, measured in lines, trailers, and shifts.

22%
Sustained pick-rate lift across goods-to-person stations during peak.
81%
AMR exceptions resolved by bounded autonomy without supervisor escalation.
3.2x
Faster mean time to resolve a sortation recirculation, network-wide.
11→1
Consoles compressed into one operational surface, per shift.
ARCHITECTURE AUDIT · LOGISTICS & WAREHOUSING

Quiet the network.

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