FACILITYOS Biometric Monitoring — Greenfield Correctional

1,847 BANDS ACTIVE
Shift B — 14:32 EST March 13, 2026
⚠ SUBSTANCE ALERT — Block D, Cell 412: Inmate #4471 — anomalous RHR spike (142 bpm), HRV collapse (8ms), skin temp +2.4°C. Pattern consistent with stimulant use. Medical team dispatched 14:18. ACTIVE
⚡ STRESS CLUSTER — Block B: 12 inmates showing simultaneous elevated stress biometrics (HRV↓, RHR↑, EDA↑). Pattern may indicate brewing conflict. Last occurrence preceded altercation by 22 min. MONITORING
Avg Recovery
61%
Population avg · ↑ 3% this week
Biometric Alerts
23
Last 24h · 4 critical
Substance Flags
6
This week · 2 confirmed
Stress Clusters
3
Active zones · Block B, D, SHU
Avg Sleep
5.4h
Population avg · ↓ 18m from norm
Band Compliance
96.2%
71 tamper alerts this month
Critical Biometric Watchlist REAL-TIME
ID / BlockHeart RateHRVSkin TempSleepRecoveryFlagRisk
4471
 #4471 · D-412 142 bpm ↑↑ 8 ms 38.6°C 2.1h 12% Substance CRITICAL
2918
 #2918 · B-204 128 bpm ↑ 14 ms 37.8°C 3.4h 18% Aggression CRITICAL
1583
 #1583 · D-108 108 bpm 22 ms 36.9°C 1.8h 24% Self-harm HIGH
3742
 #3742 · SHU-06 92 bpm 18 ms 36.6°C 2.6h 29% Isolation stress HIGH
0891
 #0891 · B-312 115 bpm 19 ms 37.2°C 4.1h 31% Withdrawal HIGH
6204
 #6204 · A-115 88 bpm 35 ms 37.9°C 5.2h 45% Illness MODERATE
Substance Detection AI ✦ Pattern Analysis
Detects anomalous biometric signatures consistent with substance use: stimulants, opioids, sedatives, alcohol
4471
Stimulant Pattern
RHR spike 142, HRV crash, temp +2.4°C, respiratory↑
98% conf
0891
Opioid Withdrawal
Elevated RHR, sweating (temp flux), sleep fragmentation
87% conf
5520
Sedative Signature
Sudden HRV/RHR depression, respiratory rate ↓ 8/min
74% conf
7813
Alcohol Pattern
Elevated RHR overnight, HRV depression, poor sleep arch
62% conf
AI Note: Detection uses 14-day baseline comparison per inmate. Flags deviations >2.5σ across HR, HRV, temp, respiratory, and sleep metrics simultaneously. False positive rate: ~8%.
Population Stress Heatmap — By Block & Hour ✦ LIVE
12am3am6am9am12pm3pm6pm9pm
Calm
High Stress ⚡ Block B 9-11am cluster preceded yesterday's altercation by 22 min
Self-Harm Risk Monitor AI WATCH
Tracks sleep deprivation + HRV collapse + activity cessation patterns correlated with self-harm risk
#1583 — Block D
Sleep: 1.8h avg (5 days) · HRV: 22ms (↓58%) · Near-zero activity 18h
HIGH
#3742 — SHU
Isolation day 14 · HRV declining trend · sleep fragmentation ↑300%
ELEVATED
#8210 — Block C
Sudden behavior change · RHR variability erratic · sleep onset shifted 4h
ELEVATED
#5107 — Block A
Post-sentencing — stress biometrics elevated 72h · declining sleep quality
WATCH
Population Sleep Analysis 1,847 Inmates
Avg Duration
5.4h
Target: 7h
Avg Efficiency
68%
Target: 85%
<4h Sleep
214
11.6% of pop
Avg Deep
48m
Target: 90m
Sleep Duration by Block
Block A
6.1h
Block B
5.2h
Block C
5.8h
Block D
4.6h
Block E
5.6h
SHU
3.8h
AI: SHU inmates average 3.8h sleep — 46% below target. Correlates with 340% higher incident rate post-release from isolation. Recommend welfare check protocol review.
Recovery Distribution
Population-wide WHOOP recovery scores
0-33% Red
518
34-66% Yel
831
67-100% Grn
498
Recovery Trends (30d)
Worst Blocks (Avg Recovery)
SHU 28%
Block D 41%
Block B 52%
Aggression & Conflict Predictor ✦ AI
Detects synchronized stress spikes across inmates in proximity — historically precedes altercations by 15-45 min
Block B — Yard Area 82% probability
12 inmates · synchronized HRV drop (avg -34%) · RHR elevation · EDA spikes detected. Similar pattern preceded 3 of last 5 altercations.
Group avg HR — last 2 hours
Block D — Mess Hall 54% probability
8 inmates · moderate stress cluster · RHR slightly elevated. Monitoring escalation.
SHU — Isolation Wing 31% probability
3 inmates · chronic stress elevation · not acute cluster pattern.
Band Compliance & Tamper Detection
Wearing Rate
96.2%
1,777 / 1,847
Tamper Alerts
14
This week
Low Battery
38
Need charging
Offline
32
No signal >1h
Recent Tamper Events
3301
#3301 · Band removed · 13:45
Block D · 3rd violation
7742
#7742 · Signal blocked · 12:20
Block B · possible shielding
1190
#1190 · Impact damage · 11:05
Block C · sensor malfunction
Population Health Metrics
Avg RHR
74 bpm
Avg HRV
32 ms
Avg SpO2
96.1%
Avg Resp
16.4/m
Avg Strain
6.8
Health Alert: 42 inmates show RHR >100 bpm at rest. 18 have SpO2 <94%. 6 flagged for possible infection (temp >38°C + elevated RHR + respiratory rate increase). Medical review queued.
Positive: Population avg RHR down 3 bpm since implementing yard exercise program (Feb 1). Block A (pilot group) showing +12% recovery improvement.