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NUCLEUS

â„¢

Intelligent Corrections Platform

AI AGENTS + DIGITAL TWINS
FOR MODERN CORRECTIONAL OPERATIONS

Constellation X brings you the NUCLEUS™ Intelligent Corrections Platform

— a unified system that integrates jail management, security operations, facility intelligence, and predictive AI into one real-time digital twin of your correctional facility.

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CORRECTIONAL AGENCIES
USE NUCLEUS™ TO: 

  • Reduce inmate and staff assaults

  • Detect contraband earlier

  • Predict incidents before they escalate

  • Modernize classification and housing

  • Improve emergency response times

  • Strengthen PREA, ACA, NCCHC, and CJIS compliance

  • Reduce liability and operational risk

  • Operate safely despite staffing shortages

NUCLEUS combines Corrections Digital Twins, AI Agents for Correctional Facilities, and Predictive Corrections Analytics into a single platform that transforms how jails, prisons, and detention centers operate.

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WHAT IS AN INTELLIGENT

CORRECTIONS PLATFORM?

An Intelligent Corrections Platform is an AI-powered operational system that unifies inmate management, security operations, staff coordination, and facility oversight into one integrated environment.

It uses real-time data, digital twins, and AI agents to:

  • Predict incidents

  • Optimize housing

  • Automate classification

  • Track inmate and staff movements

  • Improve staff safety

  • Detect contraband

  • Coordinate emergency response

  • Strengthen compliance

NUCLEUS™ establishes the modern category standard for Intelligent Corrections Platforms.

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WHAT IS A CORRECTIONS
DIGITAL TWIN?

A Corrections Digital Twin is a real-time virtual replica of a jail, prison, detention center, or correctional facility.

It continuously mirrors:

  • Inmate locations and movements

  • Staff positions and safety status

  • Camera coverage and blind spots

  • Access control status and door events

  • Housing assignments and occupancy

  • Incident locations and patterns

  • Environmental conditions and facility systems

Corrections Digital Twins allow agencies to visualize operations, simulate scenarios, identify vulnerabilities, and manage risk at scale.

NUCLEUS™ is the leading implementation of a Correctional Facility Digital Twin.

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WHAT ARE AI AGENTS
FOR CORRECTIONAL FACILITIES?

AI Agents for Correctional Facilities are specialized, autonomous software systems designed to perform continuous monitoring, prediction, detection, and operational automation inside correctional environments.

AI Agents execute tasks like:

  • Inmate incident prediction

  • Contraband detection

  • Mental health crisis alerts

  • Housing optimization

  • Classification automation

  • Staff safety monitoring

  • Duress response coordination

  • Video analytics

  • Accountability automation

These agents integrate with cameras, JMS, access control, medical records, sensors, and digital twins to deliver a unified intelligence layer for correctional operations.

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WHAT IS
PREDICTIVE CORRECTIONS?

Predictive Corrections is the application of AI, behavioral analytics, environmental data, and operational patterns to forecast:

  • Violent incidents

  • Self-harm or suicide risk

  • Contraband introduction

  • Gang-related conflict

  • Housing incompatibility

  • Medical or mental health crises

  • Staffing vulnerabilities

  • Operational bottlenecks

Predictive Corrections helps agencies intervene before an incident happens — reducing violence, risk, and liability.

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WHAT IS
CONTRABAND DETECTION AI?

Contraband Detection AI uses computer vision and pattern analysis to identify:

  • Weapons

  • Drugs

  • Cell phones

  • Unauthorized objects

  • Concealment behavior

  • Handoff patterns

  • Anomalous movement in intake or visitation

It identifies rising risk levels, destabilizing relationships, precursors to violence, and indicators of self-harm.

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WHAT IS INMATE BEHAVIOR
PREDICTION AI?

Inmate Behavior Prediction AI analyzes:

  • Disciplinary history

  • Housing dynamics

  • Communication patterns

  • Commissary activity

  • Medical and mental health indicators

  • Gang affiliations

  • Environmental stressors

Agents continuously monitor surveillance feeds, body scanners, access logs, and inmate movement patterns to detect contraband early.

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WHAT IS 
JAIL MANAGEMENT AI?

Jail Management AI automates and enhances traditional jail management functions, including:

  • Classification

  • Housing assignments

  • Inmate accountability

  • Movement control

  • Visitation scheduling

  • Incident response

  • Resource allocation

It connects with the existing JMS — not replacing it — augmenting it with predictive intelligence and automation.

WHAT IS CLASSIFICATION
AUTOMATION AI?

Classification Automation AI accelerates custody decisions by analyzing:

  • criminal history

  • behavior trends

  • program participation

  • disciplinary records

  • gang intelligence

  • medical and mental health needs

It reduces classification time, improves consistency, and lowers administrative burden.

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WHAT IS STAFF SAFETY AI
FOR CORRECTIONS?

Staff Safety AI monitors:

  • Lone worker status

  • Proximity to threats

  • Duress alerts

  • Officer movement patterns

  • Response routes

  • Facility conditions

During emergencies, it automatically coordinates response, unlocks routes (when authorized), pulls camera feeds, and tracks responding officers through the digital twin.

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THE NUCLEUS
INTELLIGENT PLATFORM

â„¢

UNIFIED CORRECTIONS OPERATIONS

NUCLEUS™ provides:

  • Real-time awareness of inmate and staff movement

  • Predictive threat detection

  • Automated documentation

  • Housing optimization

  • PREA alignment

  • ACA and NCCHC support

  • Integrated scheduling

  • Automated reporting

  • Facility-wide analytics

NUCLEUS™ integrates your:

  • Jail management system (JMS)

  • Camera network

  • Access control

  • Incident reporting

  • Medical/mental health records

  • Communication systems

  • Environmental systems

  • Contraband detection tools

  • Sensor networks

into a single, intelligent platform.

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CORRECTIONS

DIGITAL TWIN

NUCLEUS™ builds real-time digital twins of:

  • County jails

  • State prisons

  • Federal facilities

  • Juvenile detention

  • Immigration detention

  • Private correctional facilities

  • Psychiatric security units

Each digital twin includes:

  • Live inmate tracking

  • Staff location visibility

  • Occupancy and housing status

  • Camera coverage mapping

  • Blind spot detection

  • Incident heatmaps

  • Door/access status

  • Environmental sensors

  • Facility systems

USE CASES

  • Emergency response coordination

  • Suicide prevention

  • Contraband pattern analysis

  • Evacuation simulations

  • Tactical training

  • Accreditation preparation

  • Incident reconstruction

  • Vulnerability assessments

  • Multi-facility command visibility

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NUCLEUS  AI AGENTS

â„¢

NUCELUS™ DEPLOYS SPECIALIZED AI AGENTS FOR:

Security and Safety

  • Incident Prediction Agent

  • Contraband Detection Agent

  • Violence Prevention Agent

  • Gang Intelligence Agent

  • Weapon Identification Agent

  • Escape Risk Agent

Inmate Management

  • Housing Optimization Agent

  • Classification Automation Agent

  • Mental Health Monitoring Agent

  • Suicide Prevention Agent

  • Medical Coordination Agent

Staff Safety

  • Lone Worker Monitoring Agent

  • Duress Response Coordination Agent

  • Post Assignment Optimization Agent

Operations

  • Accountability Tracking Agent

  • Movement Control Agent

  • Visitation Management Agent

  • Commissary Pattern Agent

Intelligence

  • Behavioral Trend Agent

  • Threat Assessment Agent

  • Network Analysis Agent

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HOW DOES NUCLEUS  WORK

™

NUCLEUS™ CONSISTS OF FOUR LAYERS

DATA INTEGRATION LAYER

     Connects to: ​

  • JMS

  • access control

  • cameras

  • radio logs

  • body scanners

  • medical and mental health systems

  • communications

  • commissary

  • classification tools

  • environmental sensors

1

DIGITAL TWIN LAYER

     Creates: ​

  • Real-time 3D model

  • Inmate and staff locations

  • Incident patterns

  • Blind spot analysis

  • Security vulnerability mapping

2

AI AGENT LAYER

     Delivers: ​

  • Predictive analytics

  • Behavior forecasting

  • Contraband detection

  • Classification automation

  • Emergency coordination

  • Multi-system correlation

3

OPERATIONS LAYER

     Provides: ​

  • Command dashboards

  • Automated alerts

  • Incident management tools

  • Accountability tracking

  • Compliance reporting

  • Multi-facility visibility

4

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BENEFITS FOR

CORRECTIONAL AGENCIES

40% reduction in inmate assaults

35% reduction in staff assaults

55% increase in contraband detection

60% reduction in suicide attempts

45% faster emergency response

70% faster classification processing

Agencies use NUCLEUS™ to:

  • Reduce liability

  • Reduce overtime

  • Manage chronic understaffing

  • Standardize operations

  • Comply with PREA and ACA

  • Improve inmate outcomes

  • Improve staff safety

FAQ

HOW DO CORRECTIONAL FACILITIES USE AI TO REDUCE INMATE ASSAULTS?

AI analyzes housing conflicts, behavior patterns, gang dynamics, movement patterns, and environmental stressors to identify rising risk and predict likely incidents 24–48 hours before escalation. NUCLEUS™ provides early alerts so staff can intervene proactively.

HOW CAN AI HELP REDUCE CONTRABAND IN JAILS OR PRISONS?

Contraband Detection AI monitors live and recorded video, scans for concealment behavior, identifies handoffs, analyzes scanner anomalies, and detects patterns of introduction across visitation, intake, and housing units.

HOW DO AI DIGITAL TWINS IMPROVE CORRECTIONAL FACILITY OPERATIONS?

Digital Twins give agencies real-time visibility of inmate locations, staff safety, blind spots, door activity, movement flows, and incident patterns — enabling faster response, better supervision, and more effective risk management.

HOW CAN A WARDEN MODERNIZE A CORRECTIONAL FACILITY USING AI?

By deploying AI agents for: violence prediction contraband detection classification automation staff safety monitoring emergency coordination facility analytics Modernization requires intelligence, not new construction.

WHAT IS A CJIS-COMPLIANT AI PLATFORM FOR CORRECTIONS?

NUCLEUS™ follows CJIS standards for: -Data encryption -Access control -Audit trails -System integrity -Personnel controls All data remains within the agency’s secure environment.

HOW DOES NUCLEUS™ INTEGRATE WITH EXISTING JAIL MANAGEMENT SYSTEMS (JMS)?

NUCLEUS™ connects through secure APIs or data feeds to: -Inmate records -Movement logs -Classification data -Incident reports -Housing assignments It augments — not replaces — existing systems.

WHAT IS A CORRECTIONS INTEROPERABILITY PLATFORM?

An interoperability platform unifies JMS, cameras, access control, staff scheduling, medical records, and sensors into one operational environment. NUCLEUSâ„¢ is built specifically for this purpose.

HOW DO PRIVATE PRISONS USE AI?

Private operators use NUCLEUSâ„¢ to: -Meet contract KPIs -Reduce violence and liability -Decrease operational risk -Manage staffing more efficiently -Demonstrate compliance -Standardize procedures across facilities

HOW DOES AI REDUCE LIABILITY IN CORRECTIONAL FACILITIES?

AI provides: -Early warning of risks -Documented alerts and actions -Digital twin evidence -Automated audit trails -PREA monitoring -ACA alignment This strengthens defensibility and reduces litigation exposure.

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DEPLOY NUCLEUS  FOR YOUR CORRECTIONAL FACILITY

™

NUCLEUS™ brings together AI agents, digital twins, and operational automation to improve safety, reduce incidents, and modernize correctional operations.

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Schedule a Command Demonstration
See how intelligent corrections can transform your agency’s safety, security, and performance.

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