


MHE Vision
Solutions Brief
100% pallet visibility across your entire dock-to-dock workflow



MHE Vision
Solutions Brief
100% pallet visibility across your entire dock-to-dock workflow



MHE Vision
Solutions Brief
100% pallet visibility across your entire dock-to-dock workflow

THE PROBLEM
Every un-scanned pallet and manual error creates a ripple effect of hidden costs across your operation.

THE SOLUTION

THE SOLUTION
Our AI vision system uses your existing MHE fleet to autonomously capture every pallet move, providing real-time inventory data from your operational floor without disrupting workflows.
Eliminate blind spots.
Continuously track pallet locations and identify movements in real time, eliminating wasted search time and the need for manual scans.
Prevent costly errors.
Automatically flag incorrect picks or placements before the MHE leaves, preventing downstream errors like OS&D claims and chargebacks.
Optimize operations.
Deliver an accurate, real-time inventory view to both your WMS and Sage, enabling smarter operational decisions.
Eliminate blind spots.
Continuously track pallet locations and identify movements in real time, eliminating wasted search time and the need for manual scans.
Prevent costly errors.
Automatically flag incorrect picks or placements before the MHE leaves, preventing downstream errors like OS&D claims and chargebacks.
Optimize operations.
Deliver an accurate, real-time inventory view to both your WMS and Sage, enabling smarter operational decisions.

Trusted by

Trusted by
Pallets observed from dock to dock.
How MHE Vision works.
Captures pallets in motion
MHE-mounted cameras read every pallet move as it happens, capturing labels, case counts, occupancy, and damage in high-resolution imagery across the full dock-to-dock workflow.

Captures pallets in motion
MHE-mounted cameras read every pallet move as it happens, capturing labels, case counts, occupancy, and damage in high-resolution imagery across the full dock-to-dock workflow.

Turns imagery into WMS-ready data
Computer vision transforms each capture into structured inventory data and syncs it to your WMS in real time, so the record reflects what's actually on the floor.

Turns imagery into WMS-ready data
Computer vision transforms each capture into structured inventory data and syncs it to your WMS in real time, so the record reflects what's actually on the floor.

Flags exceptions at the source
Wrong placements, damage, and count errors surface live, while the MHE is still at the location, and route to the right person to fix before the move completes.

Flags exceptions at the source
Wrong placements, damage, and count errors surface live, while the MHE is still at the location, and route to the right person to fix before the move completes.

See what full visibility does on your floor.

BUSINESS IMPACT
Total physical visibility
Every location and pallet, its placement and condition, read continuously across all your facilities. A picture that stays current as the floor changes, down to the last shift.
Operational intelligence
The priorities reach your team ranked and reasoned, before the shift starts. Each one comes with the context behind it, so the call is clear without the digging.
Network-wide outcomes
Every facility runs to the same standard, and the network gets tighter as it scales. A fix that works in one building becomes the playbook for the next.

KEY BENEFITS
Real-Time Visibility
Instantly locate any pallet in your facility with a simple search. Resolve exceptions in seconds, not hours.

Real-Time Visibility
Instantly locate any pallet in your facility with a simple search. Resolve exceptions in seconds, not hours.

Streamline Warehouse Operations
Use AI-driven data to optimize MHE routes, reduce travel time, and balance workloads across your team.

Streamline Warehouse Operations
Use AI-driven data to optimize MHE routes, reduce travel time, and balance workloads across your team.

Automated Inventory Accuracy
Achieve nearperfect, real-time counts without manual intervention.

Automated Inventory Accuracy
Achieve nearperfect, real-time counts without manual intervention.

Limit Product Damage and Shorts
Get alerts on potential OS&D issues *before* they become costly problems.

Limit Product Damage and Shorts
Get alerts on potential OS&D issues *before* they become costly problems.

Enhance Employee Safety
Reduce MHE-related risks by minimizing manual search tasks in high-traffic areas.

Enhance Employee Safety
Reduce MHE-related risks by minimizing manual search tasks in high-traffic areas.

Fast Deployment, No Disruption
Fast Deployment, No Disruption

Fast Deployment, No Disruption
Fast Deployment, No Disruption


KEY BENEFITS
Real-Time Visibility
Instantly locate any pallet in your facility with a simple search. Resolve exceptions in seconds, not hours.

Streamline Warehouse Operations
Use AI-driven data to optimize MHE routes, reduce travel time, and balance workloads across your team.

Automated Inventory Accuracy
Achieve nearperfect, real-time counts without manual intervention.

Limit Product Damage and Shorts
Get alerts on potential OS&D issues *before* they become costly problems.

Enhance Employee Safety
Reduce MHE-related risks by minimizing manual search tasks in high-traffic areas.

Fast Deployment, No Disruption
Fast Deployment, No Disruption


Ground truth, continuously.
5x
operational productivity (NFI Industries)
6-month
ROI per facility
99.9%
WMS-to-shelf inventory accuracy
+ Drone Vision
for full-network coverage

Ground truth, continuously.
5x
operational productivity (NFI Industries)
6-month
ROI per facility
99.9%
WMS-to-shelf inventory accuracy
+ Drone Vision
for full-network coverage

Gather AI
See your dock-to-dock floor on ground truth.

"We found more than 15 pallets that had been missing for weeks. They were in the racks but weren't recorded in the system. Gather AI helped us recover them instantly."
NFI

"After engaging Gather AI in 2022, we went from 97% to over 99% accuracy. We expect the same gains in cold storage and up to 10X faster cycle counts."
Langham Logistics

"One teammate scans 1,200 locations a day. It used to take four people to count 800."
GEODIS

"We've seen improvements in inventory accuracy upwards of 70%."
Barrett Distribution

"We found more than 15 pallets that had been missing for weeks. They were in the racks but weren't recorded in the system. Gather AI helped us recover them instantly."
NFI

"After engaging Gather AI in 2022, we went from 97% to over 99% accuracy. We expect the same gains in cold storage and up to 10X faster cycle counts."
Langham Logistics

"One teammate scans 1,200 locations a day. It used to take four people to count 800."
GEODIS

"We've seen improvements in inventory accuracy upwards of 70%."
Barrett Distribution

"We found more than 15 pallets that had been missing for weeks. They were in the racks but weren't recorded in the system. Gather AI helped us recover them instantly."
NFI

"After engaging Gather AI in 2022, we went from 97% to over 99% accuracy. We expect the same gains in cold storage and up to 10X faster cycle counts."
Langham Logistics

"One teammate scans 1,200 locations a day. It used to take four people to count 800."
GEODIS

"We've seen improvements in inventory accuracy upwards of 70%."
Barrett Distribution

"We found more than 15 pallets that had been missing for weeks. They were in the racks but weren't recorded in the system. Gather AI helped us recover them instantly."
NFI

"After engaging Gather AI in 2022, we went from 97% to over 99% accuracy. We expect the same gains in cold storage and up to 10X faster cycle counts."
Langham Logistics

"One teammate scans 1,200 locations a day. It used to take four people to count 800."
GEODIS

"We've seen improvements in inventory accuracy upwards of 70%."
Barrett Distribution

"We found more than 15 pallets that had been missing for weeks. They were in the racks but weren't recorded in the system. Gather AI helped us recover them instantly."
NFI

"After engaging Gather AI in 2022, we went from 97% to over 99% accuracy. We expect the same gains in cold storage and up to 10X faster cycle counts."
Langham Logistics

"One teammate scans 1,200 locations a day. It used to take four people to count 800."
GEODIS

"We've seen improvements in inventory accuracy upwards of 70%."
Barrett Distribution

"We found more than 15 pallets that had been missing for weeks. They were in the racks but weren't recorded in the system. Gather AI helped us recover them instantly."
NFI

"After engaging Gather AI in 2022, we went from 97% to over 99% accuracy. We expect the same gains in cold storage and up to 10X faster cycle counts."
Langham Logistics

"One teammate scans 1,200 locations a day. It used to take four people to count 800."
GEODIS

"We've seen improvements in inventory accuracy upwards of 70%."
Barrett Distribution

"We found more than 15 pallets that had been missing for weeks. They were in the racks but weren't recorded in the system. Gather AI helped us recover them instantly."
NFI

"After engaging Gather AI in 2022, we went from 97% to over 99% accuracy. We expect the same gains in cold storage and up to 10X faster cycle counts."
Langham Logistics

"One teammate scans 1,200 locations a day. It used to take four people to count 800."
GEODIS

"We've seen improvements in inventory accuracy upwards of 70%."
Barrett Distribution

"We found more than 15 pallets that had been missing for weeks. They were in the racks but weren't recorded in the system. Gather AI helped us recover them instantly."
NFI

"After engaging Gather AI in 2022, we went from 97% to over 99% accuracy. We expect the same gains in cold storage and up to 10X faster cycle counts."
Langham Logistics

"One teammate scans 1,200 locations a day. It used to take four people to count 800."
GEODIS

"We've seen improvements in inventory accuracy upwards of 70%."
Barrett Distribution







