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Aviation

De-Ice & Weather Resilience

De-ice demand and weather disruption modeled and staged ahead of the event.

De-icing queues and weather holds are handled reactively, cascading departure delays.

33 teams run this pack 10,131 runs / 30 days 97% auto-resolution

Expected outcome

De-ice demand and weather disruption are modeled and resources staged ahead of the event to protect departures.

Hours saved / wk

15

FTEs freed

1

Monthly value

$13,000

Triggers

Sensor / telemetry anomaly
ready
Scheduled monitoring sweep
ready
Custom webhook (POST JSON)
ready

Integrations

Webhook / REST API

Ingest live signals from your systems

Slack / Teams (optional)

Escalate edge cases to a channel

Agent steps

2 credits / run
  1. 1

    Perceive

    Ingests turnaround, gate and ground-fleet signals into a live World Model of the operation.

  2. 2

    Classify

    Tags the signal by type and severity against your ontology.

  3. 3

    Decide

    Applies your SOP rules to choose the recovery or reflow — or escalate when confidence is low.

  4. 4

    Act

    Drafts the recovery or reflow; a human approves the first runs, then it advances to assisted / autonomous.

  5. 5

    Log decision

    Every decision is written to the Decision Log with the full reasoning trail.

See it in action

State Transformation

A formal contract: what this pack converts, with explicit uncertainty bounds and verification criteria.

Initial state

Aircraft on Event observed but not yet reconciled

Target state

De-Ice & Weather Resilience: Event returned to a reconciled state with Pad issued (auto-resolved | assisted | escalated) and the record updated

Invariants (must hold)

Event identity resolved before any actionAircraft classified by type & severity against the ontologyPad authorized by policy and fully reversible

Uncertainty bounds (max acceptable error)

max_severity_misclassification≤ 5.0%
max_routing_error≤ 2.0%

Verification: Pad recorded + downstream Event state advanced + append-only audit entry

Domain ontology — entities & states

The vocabulary this pack reasons over. Each entity has its own state machine.

Event4 states
observedclassifiedin_reviewresolved
Aircraft4 states
observedclassifiedin_reviewresolved
Pad4 states
observedclassifiedin_reviewresolved

Relations

  • · Event-emits-Aircraft
  • · Aircraft-routed-to-Owner
  • · Aircraft-resolves-into-Pad

Audit & explainability

  • Per-decision reasoning saved (input, rule applied, output)
  • Override button — marks the decision and re-trains the rule layer
  • Append-only ledger export for compliance / audit

Pricing

~7× ROI — you keep ~85% of the value this pack creates. Priced at the market median, never as a race to the bottom.

Pilot

Prove the ROI on one bottleneck.

$1,950/mo

Onboarding · included free

  • 1 workflow deployment
  • Shadow + assisted run modes
  • White-glove setup call
  • Decision Log + audit export

Scale

Recommended

Run it as a continuous outcome.

$4,680/mo

Onboarding · included free

  • Up to 5 deployments
  • Autonomous mode (earned via self-grading)
  • Continuous SLA in the Outcome Console
  • Autopilot drift signals

Enterprise

Your operating model, contracted.

Custom

+ custom implementation

  • Unlimited deployments
  • Custom SLAs + integrations
  • Dedicated solutions engineer
  • SSO + compliance reviews
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Calculate my ROI

Drag the sliders. We'll email you a personalized report — no fluff, your numbers.

10 people
50

Hours/wk saved

15

FTEs freed

1

Monthly value

$13,000

$156,000/yr

We'll never sell your email. One report, no drip campaign.

Estimates use the same scaling formula sales reviews on the call. No marketing math.

Onboarding is included free — self-serve or white-glove

Pick Self-serve and our onboarding assistant walks you through connecting Gmail/Outlook/Slack/ERP, or choose White-glove and a Centertron specialist joins you for a live go-live call — both at no extra cost, live in <48 hours. Either way, the pack runs in your audit trail with every decision logged.

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