Lincoln Heights HS
School Command Center

Mon Jun 22 is a high-risk surplus event

Risk
High risk
Preventable surplus > 100 meals
Current plan
730
meals prepared
AI recommendation
562
−168 from plan
Shortage probability
4.1%
80% interval respected
Last forecast
06:02 today
Model ssp-forecast-1.0

Forecast horizon

Click a day to inspect its event signals

Why this prediction?
Forecast horizon
Next 10 school days · attendance, events, preventable surplus

Mon Jun 22 — event signal stack

Inputs the model used to predict 528 students (interval 497–557)

  • Grade 10 field trip
    112 students off-campus, 09:30–14:00
    −92
  • Early dismissal
    All grades released 12:45
    −64
  • Midterm examinations
    Grades 11–12 alternate schedule
    −38
  • Heavy rain forecast
    NWS 78% probability >1in rainfall
    −22
  • Popular menu: chicken & rice
    Historical participation +6.1% vs baseline
    +14
  • Recent attendance trend
    Trailing 14-day average rising
    +6

Current plan vs AI recommendation

Uncertainty shown as the 80% prediction interval

528 expected
562 recommended
730 current plan
540 safety floor
450800
The 80% interval is the plausible attendance range. The recommendation sits 5 meals above the upper bound for safety.
Open Decision CanvasFull daily forecast →

Menu-level forecast

Recommended portions per item

  • Chicken portions
    548
  • Rice portions
    562
  • Vegetable sides
    520
  • Fruit cups
    535
  • Packaged milk
    555

Partner readiness

Capacity ready before surplus is confirmed

Open
  • Metro Community Food Bank
    120 meals · 3.2mi · 13:00–16:30
  • Harbor Family Shelter
    70 meals · 1.8mi · 14:00–15:30
  • Neighborhood Community Kitchen
    180 meals · 6.4mi · 15:00–18:00
  • Westside Senior Center
    40 meals · 4.6mi · 14:30–15:00

Copilot insight

Reducing today's preparation from 730 → 562 meals respects the safety floor of 540 and prevents an estimated 168 meals of overproduction.

Three available partners can absorb 60–95 packaged meals if any safe surplus remains after service.

Why this prediction?Ask Copilot

Impact ledger

Numbers stay separated — prototype data

Open
Prevented
168
meals not prepared
Recovered
64
safe untouched
Nonrecoverable
12
cannot redistribute
Cost saved
$571
procurement avoided

Recent activity

  • Generated 14-day demand forecast
    ssp-forecast-1.0 · ai
  • Flagged Monday 2026-06-22 as High risk
    System · system