A store manager sees same-day footfall, what is out of stock, and where people stop. Membership only links a visit to a purchase.

Pain Points

  1. 01

    Footfall arrives next week, too late to change the shift or the display

  2. 02

    Book stock and the shelf disagree at the till

  3. 03

    Nobody knows where people stop, so display changes are guesses

  4. 04

    The member system has fields that do not match today’s trade

How the system is put together

Keep the equipment you have, connect the data first, then split the views by role. The connection layer takes the most work, and it is where most of our effort goes.

L1

Devices

  • POS
  • Cold cases
  • Footfall
  • Electronic labels
  • Cameras

PLCs, meters, access control, cameras and sensors already on site. Read what is readable, add a module where it is not, and leave the existing control system alone.

L2

Connection

Modbus · OPC UA · MQTT · HTTP · GB28181 · SDK

Common protocols connect directly. The gateway handles protocol mapping, local buffering and backfill, so the data does not break.

L3

Platform

  • Device registry
  • Time-series data
  • Alert rules
  • Work orders
  • Roles and audit

Device registry, time-series data, alert rules, work orders, roles and audit in one back end that serves several scenarios.

L4

Applications

  • Daily footfall
  • Stock and shelves
  • Dwell location
  • Visits and purchases
  • Manager view
  • Phone actions on site
  • Narrow external lookup

Data is collected once and reused by every scenario added later, which is why the connection layer has to be done properly the first time.

What we deliver

01

Same-day footfall

Entries by hour, in time to change the shift.

02

Visible stockouts

Items under the store’s own level are listed before the till finds them.

03

Where people stop

Zone dwell shows which area is busy. It is not a surveillance story.

04

Visit and purchase

When a member can be matched, the visit and the purchase sit together.

Where it fits

  • Chain stores
  • Brand counters
  • Supermarkets
  • Multi-brand stores

What a real day looks like

Not a feature list: what actually happens in a day. These four steps are the common shape of such projects.

  1. 09:00 Opening check

    A cold case reads high at opening; the dairy section is flagged on its own.

  2. 09:20 Handled

    The manager moves stock per the guide while the service ticket goes out.

  3. Weekly

    Case faults enter store scoring, and head office sees the comparison.

Delivery rhythm

Every stage has a checkable output. No six-month build followed by a single review.

  1. Week 1

    Site survey

    Walk the site, list devices, available ports and current systems, and mark what reads directly versus what needs a module.

  2. Week 2

    Pick the first scenario

    Rank the ideas by impact, feasibility and dependencies, then choose one that proves value without dragging in every department.

  3. Weeks 3-5

    Connect and wire up

    Gateways connect devices, data lands on the platform, and alert rules, roles and recipients are configured for a small internal group.

  4. Weeks 5-7

    Pilot

    One team or one building uses it for real; rules and screens change with feedback until false and missed alarms settle.

  5. Week 8

    Accept and repeat

    Check every acceptance item, finish documentation and training, then decide which buildings, lines or sites come next.

Acceptance is these three lines

The three items below come from projects of this kind and go into the acceptance sheet, instead of relying on a general impression.

  • task_alt

    Footfall is available the same day

  • task_alt

    Stockouts are on a replenishment list

  • task_alt

    Display changes map to a busy zone

Questions

Where does this industry get stuck?

Footfall arrives next week, too late to change the shift or the display Book stock and the shelf disagree at the till Nobody knows where people stop, so display changes are guesses The member system has fields that do not match today’s trade

What does Yifu do here?

Same-day footfall: Entries by hour, in time to change the shift. Visible stockouts: Items under the store’s own level are listed before the till finds them. Where people stop: Zone dwell shows which area is busy. It is not a surveillance story. Visit and purchase: When a member can be matched, the visit and the purchase sit together.

What changes after it is in place?

Footfall is available the same day Stockouts are on a replenishment list Display changes map to a busy zone

Do we have to replace our current systems?

No. The platform reads through interfaces or gateways and the existing systems stay in use. Only modules nobody maintains are worth replacing.

What does it cost, and how soon is it live?

Priced by scenarios and device connection points: a site survey produces the list, then a quote and schedule. Most projects have a first scenario live in four to eight weeks.

Free diagnosis

Tell us where it gets stuck

Leave one contact. We send how similar projects were handled plus a scenario list. If it is not worth doing, we say so.

  • checkA 30-minute call to judge whether it is worth doing
  • checkA workable scenario list and timeline
  • checkNo consulting fee up front

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