HEKONE
Pilot-ready prototype • real-time dispensing visibility

Turn physical dispensing into
measurable data.

HEKONE captures actual dispensing activity in real time and helps build the operational visibility needed for smarter decisions. Start with a pilot and see what is physically happening in your workflow.

Measure actual dispensing activity in real time
Standalone pilot — no POS or ERP integration required
Foundation for future discrepancy and loss analysis
Pilot prototype shown
HEKONE pilot prototype
A practical entry point for measuring dispensing activity, usage behavior, and real-world operational events.

Why this matters

Many operations still rely on assumptions about what is physically happening during dispensing. Direct measurement creates a clearer picture of actual activity and usage behavior.

Real-time
Measure actual dispensing activity as it happens at the point of interaction.
1–2 weeks
A practical pilot window to observe real usage patterns and evaluate workflow behavior.
Future-ready
Creates the data layer needed for future discrepancy and loss analysis as the system expands.

See the pilot in action

This prototype demonstrates how HEKONE captures dispensing activity, measures actual output, and creates a measurable record of physical events in the workflow.

What the pilot demonstrates

  • Actual product dispensed at the point of interaction
  • Visibility into dispensing events and usage behavior
  • Simple dashboard-ready data for review and action
  • A practical first step toward broader physical operations visibility

What this pilot is designed to do

  • Measure dispensing activity directly
  • Reduce dependence on assumptions about usage
  • Build a physical data layer for future system expansion

Where HEKONE creates value

HEKONE is built to make physical workflows more visible, measurable, and operationally understandable.

MEASURE

Actual dispensing

Capture what is physically dispensed in real time instead of relying only on assumptions or delayed records.

OBSERVE

Usage behavior

See how dispensing happens across time, interaction patterns, and workflow conditions.

BUILD

Operational visibility

Create a reliable data foundation for better operational review, analysis, and future system intelligence.

EXPAND

Future discrepancy analysis

Support future evolution toward broader discrepancy and loss detection as more sensing layers are added.

Operational impact you can see immediately

Beyond measurement, the pilot can improve the day-to-day experience for customers, operators, and the business by making dispensing more controlled, visible, and efficient.

Customer experience

Faster, more modern dispensing

Creates a smoother self-service experience and gives customers a cleaner, more engaging interaction at the point of use.

Operator visibility

Real-time dashboard access

Gives the operator direct visibility into dispensing activity, usage patterns, and sales-related signals as they happen.

Workflow efficiency

Less checkout dependency

Reduces reliance on manual weighing and repetitive cashier involvement in workflows where dispensing can happen directly at the point of interaction.

Waste reduction

More controlled dispensing

Helps reduce product spillage and unnecessary waste during dispensing by creating a more guided and controlled flow.

Behavior insight

Clearer understanding of usage

Shows how customers actually interact with the product, when usage peaks happen, and where workflow friction may exist.

Business foundation

Ready for broader system value

Builds the operational data layer needed for future discrepancy analysis, loss visibility, and broader intelligence across physical workflows.

How the pilot works

The goal is simple: install, observe, measure, and review. Keep the first pilot lightweight and focused on usable operational insight.

1

Install and activate

We set up the pilot prototype in a suitable workflow and define the observation period.

2

Measure real activity

HEKONE records actual dispensing behavior and builds a measurable log of physical interactions.

3

Review findings

We summarize usage patterns, operational observations, and next-step opportunities for deeper visibility.

Start with measurement, then expand insight.

This pilot is designed to help you measure actual dispensing activity, build operational visibility, and evaluate where deeper sensing can create more value over time.

Request a Pilot

Request a pilot

Tell us a little about your operation. We will use this to understand fit, timeline, and the best workflow to evaluate.

No commitment required. We will follow up to assess fit and next steps.

Common questions

Does this need to connect to our POS or ERP?

No. A first pilot can run as a standalone measurement layer focused on what is physically happening in the workflow.

What do we get from a pilot?

A practical view into actual dispensing activity, usage behavior, and real-world workflow data, along with a review of what those findings may mean operationally.

Does the current pilot fully detect hidden loss?

Not yet. The current pilot measures actual dispensing output and builds the data foundation needed for future discrepancy and loss analysis as additional sensing layers are added.

Is this only about dispensing?

No. Dispensing is an entry point. The broader goal is to capture physical events across operations and turn them into actionable data.

Want to discuss fit before submitting?

If you would rather start with a short conversation, reach out directly and we can quickly assess whether a pilot makes sense.

Shahriyar Hekmat

Founder, HEKONE
info@hekone.com
www.hekone.com
Physical Intelligence for Real-World Operations