Rapid Pack/Infrastructure/Operational Labs

Operational Labs / Active Development

Operational intelligence, built into the floor.

Building smarter fulfilment infrastructure through optimisation, dimensional systems and intelligent warehouse workflows.

001 / Context

Modern fulfilment requires more than warehouse space.

Modern fulfilment is no longer just about moving boxes. It is about making thousands of operational decisions every hour - accurately, consistently and at scale.

Rapid Pack is actively experimenting with advanced optimisation techniques, including hybrid mathematical modelling and emerging computational approaches, to improve packaging efficiency, routing logic and warehouse decision-making in real time.

dimensional analysisautomationoperational modellingmachine learningscanning infrastructureoptimisation systemsreal-time data

002 / Why rules break

Traditional fulfilment optimisation breaks down at scale.

Most fulfilment systems still rely on static rules: predefined box mappings, simple thresholds, fixed courier logic and manual operational overrides.

But modern ecommerce operations are dynamic. Every order introduces different variables: dimensions, weights, carrier pricing, packaging constraints, operational load, SLA pressure, product compatibility and handling requirements.

At scale, these variables create millions of possible operational outcomes every day. Traditional logic engines struggle to adapt efficiently in real time.

Featured module / RPF-CRT-01

Intelligent Cartonisation & Packaging Optimisation

Smarter packaging decisions at operational scale.

Selecting the right packaging is no longer a simple rules-based exercise. Modern fulfilment operations must balance many variables within a single packing decision.

product dimensionsitem compatibilityvolumetric shipping costscourier constraintspackaging availabilityoperational throughputprotection requirementssustainability considerations

Rather than relying solely on static box mappings or predefined packaging rules, these systems explore dynamic decision models that analyse multiple operational variables simultaneously.

Packaging decisions can evolve throughout the fulfilment process - from order ingestion and routing through to final dimensional verification at packing.

Module schematicCRT-01

Atlas dimensional scanning and cartonisation optimisation visual

01dimensional abstraction modelling->

02high-frequency optimisation systems->

03intelligent packaging selection->

04probabilistic operational modelling->

05real-time dimensional verification->

06adaptive shipment decisioning->

Optimisation objectivemin(volumetric_cost) / max(throughput)constrained by protection, courier rules, sustainability

Potential benefits

Reduced oversized consignmentsImproved volumetric efficiencyLower packaging wasteReduced shipping costsFaster packing decisionsImproved packaging consistencyEnhanced peak scalabilityStronger parcel protection

Some experimental optimisation work is being explored alongside specialist mathematical and computational research partners focused on emerging operational optimisation techniques.

003 / Active modules

Six operational systems in active development.

Each module is being built to solve a specific class of operational decision - from courier selection to picker routing to packing verification - and to integrate cleanly with the fulfilment infrastructure already running on the floor.

RPF-RTE-02Operational

Intelligent Carrier Routing

Dynamic shipment optimisation

Our routing infrastructure continuously evaluates operational and commercial variables to determine the most appropriate shipment method for each order. Routing decisions can evolve from order creation through to final packing and dimensional validation.

parcel dimensionsvolumetric weightconsignment pricinglive courier rulesdelivery prioritiescarrier performanceshipment profiles

Operational outcomes

Reduced shipping costs
Fewer oversized consignments
Improved service selection
Operational flexibility during peak
Stronger courier performance management

RPF-ATL-03In development

Atlas Dimensional Intelligence

Real-world parcel verification and operational scanning

Atlas is our developing dimensional scanning and verification infrastructure designed to support operational accuracy through packing and dispatch. It combines dimensional analysis, barcode verification and scanning workflows at the point of dispatch.

volumetric scanbarcode validationrouting logicdispatch verificationexception handling

Operational outcomes

Validated parcel dimensions
Verified shipment accuracy
Reduced shipment exceptions
Operational evidence trails
Future automation across sorting and dispatch

RPF-HMP-04In development

Warehouse Intelligence and Heatmaps

Understanding warehouse movement and space utilisation

Warehouse intelligence systems are being developed to analyse how goods, people and orders move through the building, surfacing the patterns that drive and limit operational performance.

inventory densitypicker movementcongestion zonesstorage utilisationturn speedbottlenecks

Operational outcomes

Reduced travel time
Improved storage efficiency
Faster picking
Reduced operational congestion
Scalability without proportional space increase

RPF-PCK-05In development

Intelligent Picking and Task Routing

Smarter warehouse movement

Rather than viewing picking as isolated journeys, we are exploring systems that analyse warehouse movement dynamically. Pickers may complete secondary operational tasks during existing journeys to reduce unnecessary travel.

batch optimisationroute efficiencytask stackingopportunistic put-awaycongestion-aware routing

Operational outcomes

Faster pick times
Reduced walking distance
Better labour utilisation
Improved operational flow
Reduced bottlenecks during peak

RPF-SLT-06In development

Dynamic Slotting Systems

Continuously adapting inventory placement

As order behaviour changes, inventory positioning should evolve alongside it. Slotting systems are being developed to analyse sales velocity, SKU relationships and replenishment patterns.

sales velocitySKU relationshipscongestion patternsseasonal demandpicker trafficreplenishment

Operational outcomes

Faster picking
Improved warehouse density
Reduced congestion
Improved scalability
Better space utilisation

RPF-VRF-07Research

AI-Assisted Packing Verification

Enhancing packing accuracy and quality control

We are exploring AI-assisted camera and verification systems designed to analyse packing workflows in real time, improving operational consistency and quality assurance across high-volume fulfilment environments.

item countingbarcode validationpackaging verificationweight analysisevidence capturebrand compliance

Operational outcomes

Reduced packing errors
Improved quality control
Enhanced shipment evidence
Better customer experience
Greater operational consistency

004 / Why this matters

Most 3PLs store and ship. We're building the systems underneath.

Operational intelligence is not a marketing layer. It is the difference between a fulfilment partner that scales with your brand and one that becomes the bottleneck. Rapid Pack is investing in systems most fulfilment companies are not yet thinking about - quietly, methodically, and on the floor.

Talk to operations