Warehouse operations
For managers investigating vehicle activity, stops and zone usage in the context of daily work.
Forklift Monitor · intralogistics
The forklift is a data source.
The process is what we analyse.
Movements, stops, impacts and time spent in zones provide signals about warehouse operations. Forklift Monitor organises them into reports that reveal recurring phenomena. We are developing their interpretation in the context of tasks and work organisation.
Telemetry is a data source.The workflow is what we analyse.
From observation to an operational decisionWhat does forklift activity tell us about the process?
Who Forklift Monitor is for
One view of the fleet. Different team questions.
Workplace safety
For teams reviewing events and places that need investigation. Findings depend on working conditions and deployment configuration.
Fleet management
For people responsible for vehicle utilisation. Reports help frame questions about work organisation and fleet requirements.
Available product
Observations that start the analysis.
The actual Forklift Monitor interface presents reports and AI summaries using demonstration data. These observations are the starting point for analysing how work unfolds.
Available functions
- Activity and utilisation reports
- Events, including impacts
- Time spent in zones
- Vehicle record
Process analysis · illustration of our reasoning approach
The process at the centre of analysis
Similar parts of the workflow.
Different observations.
A stop becomes meaningful in the context of location, time and a vehicle’s role. Task data, when available, can deepen the analysis.
01 / ObservationIllustrative example · no time scale
Repeated longer stops by K33 at A12.
K33Observed forklift
Travel
Longer stop
Travel
Comparison
group
group
Travel
No comparable stop
Travel
02 / Context
The same processSimilar tasksComparable conditions
How do we test this hypothesis?
We compare recorded events with observations of work and team knowledge. WMS data, where available, can help relate observations to specific tasks.
What do we change, and how do we assess the effect?
Establishing the cause helps decide whether to change the way work is organised or invest in an additional forklift.
After the change, we compare similar tasks under comparable conditions.
Scope and development stage
What works today, and what we are developing.
Available reports make recurring patterns of activity and events visible. We are developing their interpretation using process context and operational expertise.
Operational data and reportsTelemetry · activity · events · zonesAvailable today
Activity, events, impacts and time in zones provide the observations. Data availability depends on the deployment configuration and forms the basis for further analysis.
AI-assisted result summariesInterpretation of prepared analysis resultsAvailable today
The dashboard includes AI summaries. The system's analytics calculate the indicators; the model helps interpret the prepared results.
Process inferenceTask context · comparisons · hypotheses · verificationIn development
We are developing interpretation of work patterns using process descriptions, vehicle roles and the functions of locations. Hypotheses require operational verification.
Fleet & ServiceAvailability of resources supporting the processVehicle record available · service workflow in development
Vehicle records and history provide the basis for a service request and repair workflow in development. The next scope includes assessing service quality and fleet availability.
First step
From warehouse data
to questions about the process.
01 / QUESTION
Choose part of the workflow
A task, location or recurring phenomenon that needs explaining.
02 / CONTEXT
Describe the conditions
Vehicle roles, the handling of locations and the expected task sequence.
03 / ANALYSIS
Compare observations
Identify patterns and deviations within the agreed pilot scope.
04 / ACTION
Test the conclusion
Test the hypothesis with the team and agree how to assess the change.
Contact
Let’s talk about the process in your warehouse.
Describe the part of your operation that needs explaining. We can review available data sources and a possible pilot scope.
Tell us about your fleetPrefer email? contact@axonedge-technology.com