1. Monitor
Watch conditions and trends while the activity is underway.
Outdoor activity decisions, in motion.
Limen helps school leaders choose the next segment when conditions, recovery, or policy context changes.
Ordered
activity
segments Changing
field
conditions Group
readiness Recovery
planning Role load
balance Response
plans Policy
profiles Human
review
activity
segments Changing
field
conditions Group
readiness Recovery
planning Role load
balance Response
plans Policy
profiles Human
review
Shows its work. People make the call.
Next segment, not generic alert
Policy and history in view
Human review stays on record
A decision model for the next segment.
2. Assess
Check readiness, recovery, resources, and load.
3. Decide
Match the next segment against policy and what has already happened.
4. Act
Continue, modify, delay, relocate, restrict, cancel, or send for review.
5. Review
Check again on a schedule or when the situation changes.
Decision trail
A field change becomes a record, not a guess.
Limen keeps the current segment, recent recovery, conditions, policy profile, and reviewer action in the same decision trail.
Why alerts fall short
The plan can go stale after the session starts.
A heat reading or weather alert is only one part of the call. The harder question is what should happen next, with this group, at this point in the session.
Limen keeps the sequence in view: what just ran, what is next, who is carrying more load, whether recovery happened, and which resources are ready.
Field scenario
A rehearsal changes after block two.
Marching band is one useful demo case. The same pattern applies when any outdoor school activity has to change after it starts.
1
Visual Basics
Ran long
2
Water / Shade
Shortened
3
Drill Cleaning
Modified
4
Music Arc
Under review
5
Full Ensemble
Pending
Why the answer changed
Modify the next high-load segment.
One block ran long. Recovery was shortened. Heat is up. The next segment would put more work on the same groups.
Manual WBGT
Recovery incomplete
Role-load modifier
School policy profile
What Limen checks
Weather is one input. The field context is the rest.
Weather matters, but it is not the whole decision. The recent sequence matters too.
Conditions
Heat, WBGT, lightning, air quality, field surface, wind, storms, pollen, and stale readings.
Session sequence
Overruns, skipped blocks, reordered work, relocation, suspension, recovery, and same-day load.
Group state
Readiness, section restrictions, acclimatization, response resources, and communication route.
Decision record
Policy profile, threshold source, rationale, human review, override record, and transition log.
Decision authority
Limen shows its work, and people make the call.
Limen shows what changed, which inputs mattered, which policy profile was used, and what was recorded before a supervisor accepts, asks for review, denies an override, or logs one for later.
Decision support only. Follow school policy, emergency action plans, and qualified human judgment.
✓
Review record
Current call accepted
Reviewer
Director / activity supervisor
Decision
Next segment modified
Reason
Recovery shortened; higher-load groups included
Field leaders
For the adults making the call while people are still outside.
Limen is built for school teams that have to change an outdoor activity while the session is still moving.
People watching the group, the schedule, and the field conditions at the same time.
People deciding whether to modify, delay, relocate, restrict, cancel, or ask for review.
People who need a clear record of what changed, why it changed, and who accepted the call.
Bring a real school scenario.
A useful demo starts with a real sequence: what was planned, what changed, who is participating, and what decision needs a record.