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

What is MEPS

An operating system for
your material handling fleet.

MEPS pairs edge compute, sensor arrays, and AI vision on every forklift, reach truck, and MHE unit — replacing paper checklists and blind spots with a continuous, structured signal.

Speed, location, idle time, impact events, operator identity, and battery health flow into one operating layer that governs safety, utilisation, and throughput in real time.

Product Fact Sheet

Deployment
Edge-first, WMS-agnostic
Latency
< 50ms telemetry loop
Coverage
Every MHE, every shift
Integrations
WMS · ERP · TMS · MHE OEMs

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.

How It Works

From vehicle
to real-time action.

A single loop connecting hardware, edge inference, and your operational systems — no batch jobs, no manual sync.

01

Onboard MHE

Retrofit any forklift with the OmniBox edge unit and sensor stack. No OEM lock-in, no rewiring — install in under 30 minutes.

< 30 min per unit

02

Capture at the Edge

Vehicle telemetry, operator identity, impacts, and location stream continuously from OmniBox to the RAMS edge layer.

< 50ms telemetry

03

Process with AI

MEPS models classify events, correlate operator behaviour with outcomes, and surface anomalies before they become incidents.

Streaming inference

04

Act in Real Time

Auto-throttle speed in zones, escalate impact events, push utilisation dashboards, and sync back to your WMS.

Closed-loop control

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

Measurable Outcomes

Signals become
operational lift.

40%

Impact Events

Fewer rack, product, and pedestrian impacts within 90 days of deployment.

27%

MHE Utilisation

Higher productive minutes per shift by eliminating idle time and mis-tasking.

3.2x

Faster Investigations

Impact-to-root-cause time drops from hours to minutes with automated capture.

100%

Fleet Visibility

Every MHE, every shift, every operator — instrumented from day one.

Blended averages across RAMS enterprise deployments — 90-day post-go-live window.

Ready to modernise your warehouse?

Transform warehouse operations with engineering, AI and real-time intelligence.

From rack safety and AI vision to digital inspections and operational intelligence, RAMS helps enterprise warehouses operate safer, smarter and more efficiently.

Engineering-led Deployment
Enterprise Security
24/7 Monitoring
Global Support
API Ready