Introducing RAMS AI Vision — Intelligent Warehouse Perception

About RAMS Digital

We Build Intelligencefor the Physical World.

Engineering, field reality and live data, brought into one operating system — so the condition of a rack, the movement of a machine and the risk in an aisle are current, comparable and acted on.

From physical assets to a living operational system.

Our storyExplore the platform

Trusted on the warehouse floor

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Why RAMS exists

Physical operations generate data
Very little of it has context.

Facilities are managed through disconnected drawings, inspections, sensors, spreadsheets, systems and personal knowledge.

The model becomes outdated

Drawings and layouts rarely preserve every change made after installation.

Assets lose their operating history

Condition, movement, maintenance and documents separate from the physical asset.

Systems explain fragments

WMS, ERP, sensors and reports each see part of the operation — not the whole context.

Decisions arrive after reality changes

By the time information moves through calls, reports and presentations, reality may have changed.

Our story

Built from the
Ground reality up.

RAMS did not begin with a generic dashboard. It grew from hands-on engineering and inspection work, where physical assets, operational risks and corrective actions were still managed through static records.

An engineer in a high-visibility vest crouched at the base of a warehouse racking frame, examining a bent steel upright
01 · Field experience

Understand the physical problem

Engineering assessments and warehouse inspections revealed how quickly asset condition and operating reality separate from drawings and reports.

A gloved hand holding a rugged scanner up to an asset label fixed to a racking upright
02 · Digital organisation

Create persistent asset identity

Facilities and physical assets became digitally structured, tagged and connected to inspection, action and lifecycle records.

A sensor unit and camera mounted high on a warehouse column, with a forklift crossing an aisle below
03 · Live connection

Bring operations into the model

Sensor, MHE, inventory, safety and enterprise data added a live layer to the physical context.

Two operations staff at a warehouse-floor control desk, the racking visible through the glass behind them
04 · Physical operating system

Build applications around reality

RAMS evolved into a platform where operational applications and customer-specific workflows run against the same Digital Twin foundation.

What we built

The operating context
For the physical world.

RAMS Digital creates a persistent connection between the facility, its assets, their lifecycle and the work happening around them.

01 · Physical world

Start with what is actually there

People, assets, machines, inventory, infrastructure

The building and everything working in it. Every other layer here is an abstraction of this one, and is only worth anything while it still matches.

02 · Edge + IoT

Read the building as it works

Coverage depends on the hardware and the site

LiDAR, sensors, cameras, machines and supported customer hardware, reporting position, condition and event as they happen rather than at the end of a shift.

03 · Digital Twin

Hold the physical truth

The layer everything above it stands on

Physical context, asset identity and lifecycle history, kept current — so an asset still answers the same questions months later, and every reading has somewhere to belong.

04 · AI + analytics

Find what separate systems miss

Evidence and source stay visible

Vision, spatial analysis, pattern recognition and decision support, applied to what the floor reports rather than to a summary of it.

05 · Process applications

Run the work in context

Each stands alone, and connects

Safety, productivity, inventory, maintenance, inspection and execution, every one of them running against the same physical record.

06 · Business systems

Connect without erasing the source

Read, and write back where it is approved

ERP, WMS, MES, CMMS, TMS and customer platforms, connected so operational reality reaches them — and so their context reaches the floor.

What makes RAMS different

Engineering depth meets
Operational software.

The platform is shaped by the realities of the site — not separated from them.

Physical-first

We begin with geometry, assets, constraints, condition and real operating behaviour.

Persistent context

The Digital Twin remains useful after creation because asset history and operations continue to build around it.

Open connection

RAMS can use supported RAMS hardware, compatible customer hardware and approved enterprise systems.

Action-oriented

Information moves toward a responsible owner, verified closure and measurable learning.

How RAMS works

From facility to
Continuous intelligence.

Start with the physical environment and expand only where the operating value is clear.

Platform ecosystem

One foundation.
Multiple operational applications.

RAMS applications address specific workflows while remaining connected through the Digital Twin.

IRDS

Rack safety

Inspection, risk classification, corrective action and lifecycle intelligence.

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MEPS

MHE productivity

Movement, utilisation, travel, idle time and operational efficiency.

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RTSS

Real-time safety

Impact, driver behaviour, zones, alerts and preventive action.

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IROS

Inventory intelligence

Location, movement, dwell, accuracy and storage optimisation.

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IMDS

MHE diagnostics

Condition, faults, battery health, maintenance and equipment lifecycle.

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ATOS

Task orchestration

Demand, priority, resources, execution plans and live replanning.

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AIMS

Management intelligence

Multi-site visibility, cross-module analytics and decision support.

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Custom apps

Your operational problem

Customer-specific applications built on the same physical context.

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How we think

Four principles
Guide the work.

Technology has value only when it improves the reality on the ground.

A clean warehouse aisle seen straight down its centre line, racking rising on both sides and one worker walking away in the distance

Clarity before complexity

Make the physical situation understandable before adding automation.

A gloved hand holding a measuring gauge against a dented steel racking upright, a rugged tablet in the other hand

Evidence before assumption

Keep measurements, events, source records and limitations visible.

A warehouse supervisor handing a rugged tablet across to a maintenance technician, a tool bag at their feet

Action before reporting

Connect findings to ownership, response, verification and learning.

A warehouse floor seen from above, one area cordoned with safety barriers and worked on by two technicians while the rest of the building operates

Evolution before disruption

Start with one valuable use case and expand the operating system over time.

The team behind RAMS

Different disciplines.
One physical reality.

RAMS is built by people who understand structures, sites, operations, data and software — and know that none of them works alone.

Two engineers at a site table studying a large printed structural elevation drawing of steel racking, a laptop and hard hats beside it

Engineers

Engineers

Translate physical structures, constraints, measurements and risk into dependable digital context.

Structures
A specialist in a high-visibility vest and helmet on a scissor lift platform, inspecting an upper beam connection of warehouse racking at height

Field specialists

Field specialists

Bring the practical reality of inspection, safety, maintenance and site implementation.

Sites
Over-the-shoulder view of a software engineer at a two-monitor workstation, the screens glowing and out of focus

Technologists

Technologists

Build the Digital Twin, applications, integrations, analytics, AI and edge systems.

Data and software
Three operations managers at the railing of a mezzanine walkway, looking out over a working warehouse floor below

Operations thinkers

Operations thinkers

Connect product capability to throughput, reliability, adoption and measurable business value.

Operations

Where we work

Built for environments
Where physical operations matter.

The Digital Twin foundation can extend beyond warehousing wherever assets, infrastructure and live operations require persistent context.

Warehouses

Storage structures, handling equipment, inventory and the people moving between them.

Distribution centres

High-throughput sites where receiving, staging, put-away and despatch compete for the same floor.

Factories

Production lines, material flow and the equipment that has to keep running between them.

Industrial plants

Process equipment and fixed installations, where condition and access are governed by procedure.

Logistics facilities

Cross-dock, yard and transfer operations, where assets move between owners and systems.

Utilities

Distributed assets across a network, inspected on a cycle rather than watched continuously.

Infrastructure

Long-lived built assets, where the condition history matters more than any single survey.

Large built environments

Campuses, terminals and complexes where several operations share one physical estate.

Customers & collaboration

Built through real
Operational relationships.

RAMS Digital publicly recognises relationships with organisations across logistics, manufacturing, engineering, retail and industrial operations.

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Arjun MehtaHead of warehouse operations

We stopped arguing about whether a rack was damaged and started arguing about how fast we could close it. That is a much better argument to be having.

3PL operator
Priya NairSafety manager

The inspection record used to live in a spreadsheet and somebody's memory. Now it lives with the bay, and it is still there twelve months later.

FMCG manufacturer
Rahul DeshpandeSite engineering lead

What changed was not the reporting. It was that every finding arrived with an owner attached.

Industrial plant
Sneha KulkarniOperations director

We could see which aisle the impacts were happening in, and then we could see why. The layout change paid for itself in a quarter.

Distribution centre
Vikram RaoFleet manager

Our maintenance was on a calendar. It is now on actual running hours, and the difference showed up in the availability numbers almost immediately.

Logistics facility
Ananya IyerGeneral manager

The first thing it did was tell us how much we did not know about our own floor. That was uncomfortable and then it was useful.

Retail distribution
Karthik MenonContinuous improvement lead

Rolling it out one aisle at a time meant the operation never stopped to accommodate the software. That mattered more than any feature.

Automotive supplier
Divya SharmaCompliance manager

Audits used to take a week of preparation. The evidence is now already assembled, because it was assembled as the work happened.

Pharmaceutical warehouse

Work with RAMS

Build, deploy and grow
The physical operating system.

RAMS works with asset owners, operators, technology providers, OEMs, inspectors and solution partners.

Two people in a warehouse aisle looking up at the high racking, one in a high-visibility vest pointing at a bay
For operators

Start with a physical problem

Identify the safety, productivity, maintenance, inventory or visibility challenge where connected context can create measurable value.

Discuss your operation
Two people shaking hands and smiling on a warehouse floor, one in a high-visibility vest, racking and a forklift behind them
For partners

Extend the platform

Bring complementary hardware, services, domain expertise or local delivery capability into a connected customer solution.

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Global reach

One engineering base.
Partnerships across markets.

The platform is built and maintained by a single engineering team, and reaches further markets through published partner relationships.

A dotted world map
HeadquartersBaner, Pune · India
Global partnersUnited States · Australia · Ireland

Start the conversation

Start with the physical world.
Build intelligence around it.

Digitise the facility. Identify the assets. Connect live data. Add the applications. Learn from the operation. Improve what happens on the ground.

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