Introducing RAMS AI Vision — Intelligent Warehouse Perception

RAMS MEPS Platform

Make Every MHEMovement Count.

MEPS—MHE Efficiency and Productivity System—turns equipment movement, utilisation, idle time and task activity into operational intelligence for better fleet performance.

Know Where It Is. Understand How It Works. Improve What It Produces.

MEPS Live Command CentreLive Digital Twin

Trusted on the warehouse floor

FlipkartNestleSiemensCoca-ColaVolvoJCBCaterpillarABBSaint-GobainMahindra LogisticsAsian PaintsCiplaGE VernovaRhenus Logistics

The current state

A moving MHE is not
Always a productive MHE.

Most operations can see that a forklift is busy. Very few can see whether that movement actually moved material. So fleets get bigger, shifts run longer, and the real losses stay invisible — hidden inside travel that looks like work.

Empty travel

Distance covered without moving material — returns, repositioning and approaches that never touch a pallet.

Idle & waiting

Time where the machine, the operator or the material simply isn't progressing.

Congestion

Movement constrained by the building itself — aisles, intersections and dock faces.

Fleet imbalance

Some machines carry a disproportionate share of the shift while others stand still.

What MEPS reads

Four things captured
Three things understood.

Position, identity, load and time come off the machine. The Digital Twin gives them a place in the building — and the same four inputs answer three different questions.

Where?

Location

LiDAR indoor position, route, distance, speed, zone and dwell — no GPS dependency.

Who?

Operator

Session identity through the authentication method configured for the site.

Load?

Pallet detection

Whether the machine is carrying material or travelling empty.

When?

Movement & time

How far, how fast, and how long a machine spent working or waiting.

Twin
Digital Twin-led

How much useful work the fleet creates — pallets moved, loaded travel, task and asset performance.

MHE-04 · shift 21/4 in
LocationZones served6 of 9
OperatorTask sessions24
Pallet detectionLoaded travel61%
Movement & timePallets moved42

How it works

Position. Classify.
Measure. Improve.

MEPS converts raw movement into operational information that warehouse teams can act on.

Step 01

Connect the fleet

Create MHE identities and connect supported positioning, telemetry or task data.

One ID per machine, for its lifePositioning, telemetry, tasks
Fleet registerLinking
+0.40 mMHE 04MHE 07MHE 02AISLE B — RECURRING

Fleet register

1/8 linked
MHE-01Reach truck
MHE-02waiting
MHE-04waiting
MHE-07waiting
MHE-09waiting
MHE-11waiting
MHE-14waiting
MHE-18waiting

Core capabilities

See how the fleet
Actually works.

Six connected capability groups turn MHE activity into a practical improvement system.

01 · Live positioning

Live MHE visibility

See the fleet, not a list

View the last available position and operating state of connected equipment inside the facility context.

02 · Utilisation

Productive vs non-productive time

Measure where the shift goes

Understand active work, travel, waiting, idle, charging and unavailable time by MHE and shift.

03 · Movement

Route & travel analytics

Find avoidable movement

Analyse distance, paths, repeated movements, empty travel and route variation across the Digital Twin.

04 · Zones

Dwell, queue & congestion

Find the operational bottleneck

Measure time spent in docks, staging, charging, aisles and restricted or high-traffic zones.

05 · Performance

Shift & fleet comparison

Benchmark operating patterns

Compare vehicle, equipment class, operator session, shift and site performance using common measures.

06 · Insight

Exceptions & improvement signals

Move from data to action

Surface extended idle, unusual movement, imbalanced use and recurring delays for operational review.

Product experience

See the moving
Warehouse live.

Connected machines are positioned inside the warehouse Digital Twin — select any machine to open its live session, or filter the floor by loaded and empty travel and watch the picture change completely.

app.rams.digital/meps/command-centre
Model only
Loaded travelEmpty travelRacking

No machines connected

The floor is drawn and the racking is placed. Nothing on it is moving, because nothing on it is reporting yet.

Integrations

Productivity in the context
Of the whole operation.

MEPS can combine supported positioning and equipment data with tasks, assets and enterprise workflows.

MHE-04 · positionlive
Dock 35.8 km/h

Position + telemetry

Know where and how it moves

Supported RTLSMHE telemetryIoT devicesOperator authenticationZone eventsEdge processing
Matching1/3
MHE-04 · moving
MHE-07 · idle
MHE-02 · loaded
TASK-1194
ORD-882
PICK-4471

Operational systems

Connect activity to work

WMSERPMESTask systemsShift rostersApproved APIs
Context1/5 layers
Digital TwinPlace
MEPS
ATOS
IMDS / RTSS
AIMS

RAMS platform

Build cross-module context

Digital TwinATOS executionRTSS safetyIMDS diagnosticsAIMS intelligenceAI Vision
Digital TwinPhysical context
MEPSEfficiency + productivity
ATOSTask execution
IMDS / RTSSHealth + safety
AIMSManagement insight

Proof / Customers

Prove improvement
Against the baseline.

MEPS creates a measurable path from observed activity to verified operating change. Each change is checked against the measure it was supposed to move, on the site's own baseline.

Utilisation

Compare productive share before and after the change.

Productive share, % of shift

Idle + wait

Measure time recovered from queues and inactivity.

Minutes recovered per shift

Travel per task

Track movement reduced through route or staging changes.

Distance per completed task

Work per MHE hour

Connect fleet time to configured task output.

Tasks per machine hour

Route change

Verify a re-routed lane against the travel it was meant to remove.

Distance on the changed lane

Staging & zones

Check a moved charger or staging area against the queue it was meant to shorten.

Dwell and queue, by zone

Fleet sizing

Test a fleet change against the work the shift actually needs.

Machine hours against task demand

FAQ

Questions operations
Teams ask.

No. Position is the starting point. MEPS is designed to analyse utilisation, activity, travel, dwell, queues, shifts and fleet patterns in physical context.

Start the conversation

See where MHE time goes.
Improve what it produces.

Connect the fleet. Map the movement. Measure productive and non-productive time. Find the loss. Improve utilisation with evidence.