Introducing RAMS AI Vision — Intelligent Warehouse Perception

RAMS AIMS Platform

See the whole operationand decide from reality.

AIMS—AI Intelligence and Management System—connects live Digital Twin visibility with safety, productivity, inventory, maintenance and execution data to give management one direct view of what is happening and what needs attention.

One Operating Picture. Every Site. Every Module. Every Priority.

Enterprise Operations Control TowerLive view

Connected sites

24

Operations index

86.4

Priority signals

17

Closure rate

91%

Selected site · Pune DC–02Every figure drills to its source record
84Index

Pune DC–02 · watch

West region · 6 modules live

Rack safety · IRDS03 criticalMHE utilisation · MEPS78%Safety events · RTSS02 todayOpen maintenance · IMDS08Execution SLA · ATOS92%Actions open / overdue14 / 02

Trusted on the warehouse floor

FlipkartNestleSiemensCoca-ColaVolvoJCBCaterpillarABBSaint-GobainMahindra LogisticsAsian PaintsCiplaGE VernovaRhenus Logistics

Problem / Current state

Management sees reports
The operation has already changed.

Information moves through supervisors, spreadsheets, emails and presentations — losing detail and urgency at every handoff.

Delayed visibility

Leadership learns about site conditions after the shift, audit or reporting cycle has ended.

Module silos

Rack, MHE, inventory, maintenance and task systems explain their own part — but not the relationship between them.

Hierarchy distorts context

Each verbal brief, report and deck can remove physical evidence, operational nuance and causal detail.

Travel for ground truth

Management spends time, money and effort visiting facilities to understand what a live operating view should reveal remotely.

What AIMS is

The layer that turns
Many sites into one operation.

AIMS sits at the top of the RAMS platform. It aggregates every product deployed across your sites into normalised, comparable metrics — one language for safety, integrity, productivity, fleet and flow — and turns them into intelligence a leadership team can act on.

Safety

RTSS

Real-time safety events, near-misses and zone risk.

Racks

IRDS

Rack condition, open findings, closure and recurrence.

Fleet

MEPS & IMDS

Productivity, utilisation and machine health.

Flow

ATOS & IROS

Execution, SLA and inventory performance.

AIMS
AIMS engine
Output

Comparable metrics

Every site measured the same way, so numbers actually mean the same thing.

Output

Network intelligence

Benchmarks, exceptions and trends across the whole estate, current not monthly.

Output

Decisions & drill-down

From the board number down to the finding, machine or event behind it.

How it works

From connected data
To management action.

AIMS creates one transparent intelligence loop across the physical operating system.

Step 01

Connect

Receive Digital Twin, RAMS module and approved enterprise-system data.

Every source keeps its identityNo manual site reporting
Unify sourcesValidating
Sources connected24 / 24 sites
PNElinked
MUMlinked
AMDlinked
SURlinked
VADlinked
RJKlinked
DELlinked
JAIlinked
LKOlinked
CHDlinked
LDHlinked
PATlinked
BLRlinked
HYDlinked
CHNlinked
CBElinked
COKlinked
TVMlinked
KOLlinked
BBIlinked
VIZlinked
GUWlinked
NAGlinked
INDlinked

Sources

0/7
Digital Twin
IRDS
MEPS
RTSS
IMDS
ATOS
WMS / ERP

Core capabilities

Management intelligence
Without losing operational detail.

Move from an enterprise overview to the exact site, asset, event and evidence behind every signal.

01 · Live Digital Twin visibility

See the site as it is now

No travel required for routine visibility

Open any connected facility, view authorised changes and inspect the current physical operating context.

02 · Asset drill-down

Move from KPI to field reality

The underlying evidence stays one click away

Select a moving forklift, rack, pallet, machine or zone to review available status, parameters and history.

03 · Cross-module analytics

Find what separate systems miss

Relationships become visible across the platform

Connect safety, productivity, inventory, maintenance and execution signals around shared context.

04 · AI-assisted insights

Surface patterns for review

Evidence and source remain visible to decision-makers

Use configured analytics to flag correlations, anomalies, recurring conditions and management priorities.

05 · Multi-site benchmarking

Compare facilities consistently

See leaders, outliers and overdue intervention

Review common safety, productivity, efficiency and visibility indicators across the network.

06 · Action + closure governance

Carry insight into accountable work

Management visibility continues until closure

Connect priority, owner, due date, evidence, approval, verification and outcome.

Product experience

Start with the network
Drill down to the event.

Move between enterprise performance, live sites, cross-module intelligence and action status without changing the source of truth.

See how AIMS connects a change at one site to its modules, the network number and the action it raises.

app.rams.digital/aims/network
Live view

Operations index

86.4

Connected sites

24

Priority signals

17

Closure rate

91%

Enterprise intelligence index · last 6 monthsLive + history
AprMayJunJulAugSep

Management priorities

Rack safety42 risksMHE utilisation3 sitesInventory dwell19 exceptionsMaintenance8 overdue

Pune DC–02 · watch

84.2

Operations index84.2Rack safety · IRDS03 criticalMHE utilisation · MEPS78%Inventory dwell · IROS12 exceptionsOpen maintenance · IMDS08Execution SLA · ATOS92%

Repeated rack impacts correlate with MHE congestion during the 18:00 dispatch peak.

Outcomes / Business value

Save time, travel and effort
Without losing insight.

AIMS shortens the distance between physical reality, management understanding and coordinated action.

Direct visibility

See live authorised site and asset conditions without depending on a reporting hierarchy.

Signal to management review, across sites

Faster decisions

Connect the signal, context, impact and responsible action in one place.

Review to approved, owned action

Lower oversight cost

Reduce routine travel and manual report consolidation across the site network.

Site visits and manual consolidation, before and after

Better alignment

Give leadership, regional and site teams the same evidence and the same priorities.

Ownership, overdue work and verified completion

Integrations

The intelligence layer across
The physical operating system.

AIMS connects RAMS modules, Digital Twin context and approved enterprise data without erasing the source of each signal.

Module coverage0/20 live
PNEMUMDELBLR
IRDS
MEPS
RTSS
IROS
IMDS
ATOS

RAMS applications

Connect operational modules

IRDS rack safetyMEPS productivityRTSS safetyIROS inventoryIMDS maintenanceATOS execution
LocatingPune DC–02
Outbound staging
LiDARPosition · aisle B1/4

Physical context

See where it is happening

Digital TwinLiDARAI VisionSensorsEdge devicesAsset identity
Data exchangeapproved scope
WMSorders, tasks, dwellread
ERPcost, assets, vendorsread
CMMSwork orderswrite-back
TMSdispatch windowsread
MESproduction demandread

Enterprise ecosystem

Connect business context

WMSERPMESCMMSTMSApproved APIs
Physical worldPeople, assets, inventory
Edge + IoTLive signals and events
Digital TwinSpatial + asset context
RAMS modulesDomain intelligence
AIMSManagement decisions

Integration availability, data frequency, write-back and analytics depend on source quality, validated interfaces, permissions and agreed deployment scope.

FAQ

Questions management
Teams ask.

No. AIMS connects live and historical information to physical context, cross-module analysis, management priorities and accountable action. Reporting is one output of the wider intelligence workflow.

AIMS provides management decision support. Final operational, safety, maintenance and business decisions remain subject to authorised human judgement and applicable procedures.

Start the conversation

See the operation directly.
Build intelligence across it.

Connect the sites. Open the Digital Twin. Drill into the asset. Analyse across modules. Prioritise the action. Verify the outcome.