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    oppiOS / Parallax Projection

    The next fifteen minutes.

    Covers, takings, and tickets, before the sitting starts.

    It says how sure it is, and what moved the number.

    Laneway Bistro
    Today, Thursday 1 October

    Scenario band

    Live
    Zoom
    Sales so farPlanLiveRolling avgLocked plan
    Revenue per 15 min ($)$0$250$500$750$1k8am10am12pm2pm4pm6pm8pmTime of dayMove courtyar...Dinner prep c...

    Tap a slot to inspect it. Tap it again to add a task.

    Rain arrived in the forecast after the plan locked. The lunch projection moved below the plan.Example venue. Illustrative data.

    The curve

    A band, not a line.

    For every 15-minute slot Parallax produces a baseline from the venue's history and an adjusted projection: revenue, transactions, covers, average ticket. Around the middle sits a band from p10 to p90, so a quiet Tuesday and a football Friday show their uncertainty as well as their number.

    Influences

    It says what moved the number.

    Weather from the Bureau of Meteorology. Local events, assessed for impact on this venue. Traffic and the precinct. Public holidays and school terms. Each influence is attributed to the slot it affects, as a percentage, so the projection is an argument you can read, not a figure you must believe.

    Re-running

    When the world changes, so does the projection.

    Parallax materialises the forecast window on a schedule, and again whenever the weather forecast actually changes; a hash check skips the work when it has not. A nowcast re-rolls the current day as it trades. An ensemble learns from how each projection scored, and accuracy is logged against what happened.

    Where it lands

    Every curve in oppiOS is Parallax.

    The Scenario Band on Today. Tomorrow. The Time Machine. The Planner's forecast tab and labour section. Venue Pulse on the Kiosk. The pantry's demand. When oppiGPT talks about the day ahead, it is reading Parallax.

    What it does

    Everything Parallax Projection handles.

    1. 01

      15-minute slots

      Revenue, transactions, covers and average ticket, per slot.

    2. 02

      Baseline and adjusted

      The venue's history, then the world applied to it.

    3. 03

      The band

      p10, p50 and p90, so uncertainty is on the chart.

    4. 04

      Attributed influences

      Weather, events, traffic and calendar, each as a percentage on its slot.

    5. 05

      Re-runs on change

      Scheduled, on weather revisions, and as a nowcast during the day.

    6. 06

      Learns and is scored

      Ensemble weights learn from outcomes; accuracy is logged.

    In practice

    Parallax Projection on a real shift.

    1. 01

      Rain at lunch

      The forecast changes; the projection re-runs; the lunch band moves down; the labour heartbeat notices.

    2. 02

      A match two streets over

      The event is assessed and attributed to the slots it touches.

    3. 03

      Rostering Friday

      The Planner sets Friday's staffing against Friday's band, not last Friday's takings.

    Tech specs

    Family
    Intelligence
    Status
    Live in oppiOS
    Kind
    An engine. It has no screen of its own; its dials are in the control panel.
    Resolution
    15-minute slots, with p10, p50 and p90.
    Inputs
    POS history, Bureau of Meteorology weather, local events, traffic and precinct, public holidays and school terms.
    Runs
    On a schedule, when the weather forecast changes, and as a nowcast through the day.
    Dials
    Active factors, projection bias and the lock window, in the control panel.

    Questions

    Is this a screen I open?
    No. Parallax is the engine. You see it as the Scenario Band on Today and Tomorrow, in the Time Machine and the Planner, and on the Kiosk.
    How often does it update?
    It re-runs on a schedule and whenever the weather forecast changes, and a nowcast re-rolls the current day as it trades. It does not update continuously.
    How do I know if it is accurate?
    Accuracy is logged against what happened, the Time Machine shows any past day's projection beside the actual, and the ensemble learns from the gap.

    See the shape of the day before you open.

    Fifteen-minute projections with the reasons attached.

    Parallax Projection · oppiOS