All packs

Healthcare & Public Facilities

Outbreak Early-Warning & Surveillance

Fuse wastewater, air/bioaerosol, thermal-ingress, and syndromic signals into one early-warning picture — days before clinical cases surge.

Outbreak signals arrive fragmented and late: wastewater data sits in a lab portal, air quality is a blind spot, entry screening is a clipboard, and the first real alarm is a ward already filling up. By the time a facility reacts, transmission has a head start.

Deploy via outcome brief
57 teams run this pack 16,815 runs / 30 days 85% auto-resolution

Expected outcome

A single, continuously-learned readiness signal per site — anomalies triaged and escalated 3–7 days earlier, so ventilation, testing, and staffing move before a surge, not after.

Hours saved / wk

26

FTEs freed

0.7

Monthly value

$22,000

Triggers

Wastewater pathogen-marker trend rising
ready
Bioaerosol / air-quality anomaly
ready
Thermal entry flag-rate spike
beta
Syndromic / absenteeism signal spike
beta

Integrations

Centertron biosafety sensors

Wastewater + air + thermal telemetry

HIE / syndromic feed (optional)

Anonymized case-signal intake

Slack / Teams (optional)

Graded escalations

Agent steps

  1. 1

    Ingest signals

    Streams wastewater, air/bioaerosol, thermal-ingress, and syndromic feeds into a per-site World Model.

  2. 2

    Learn baseline

    Establishes an adaptive per-signal baseline and cross-correlates modalities.

  3. 3

    Detect divergence

    Flags a rising trend when independent signals corroborate — cutting false alarms.

  4. 4

    Escalate with playbook

    Raises a graded alert with a recommended readiness action and projected timeline.

  5. 5

    Log decision

    Every signal, threshold, and escalation written to the append-only ledger.

State Transformation

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

Initial state

Fragmented, lagging outbreak signals across disconnected systems

Target state

One corroborated early-warning signal per site with graded, evidenced escalations

Invariants (must hold)

no single-signal alarm without corroborationevery escalation logged

Uncertainty bounds (max acceptable error)

min_lead_time_days≤ 300.0%
max_false_alarm_rate≤ 10.0%

Verification: Signal provenance + escalation closure on ledger

Domain ontology — entities & states

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

Signal4 states
baseline→watch→divergent→confirmed
Zone3 states
nominal→elevated→alert
Escalation4 states
raised→acknowledged→actioned→closed

Relations

  • · Signal-observed-in-Zone
  • · Escalation-triggered-by-Signal

Audit & explainability

  • Signal-provenance record per alert with corroborating modalities
  • Threshold + baseline change history
  • Escalation-to-action closure trail

Pricing

Pilot

Prove the ROI on one bottleneck.

$1,760/mo

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

Scale

Recommended

Run it as a continuous outcome.

$4,220/mo

  • 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

  • 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

26

FTEs freed

0.7

Monthly value

$22,000

$264,000/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.

Heads up — setup is white-glove for the first 5 customers

We connect Gmail/Outlook/ERP/Slack with you on a 30-min call to get your first pack live in <48 hours. After installation, the pack runs in your audit trail with every decision logged.

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