Engineered for Custody & Built for Accountability

About 4sight labs

We design and deploy biometric intelligence systems engineered for correctional environments where safety, welfare, oversight, and accountability are non-negotiable.

4Sight Labs was founded on the principle that better information drives better decisions in correctional environments where every second counts.
40,000+
Detainees monitored nationwide
3,800+
Critical physiological notifications
Unified Correctional
Biometric Platform
Created by leaders with mission-critical operational backgrounds and disciplined systems engineering to the correctional space.
SUPPORTING
TIMELY INTERVENTION
We focus on strengthening safety and welfare protocols while reducing preventable in-custody harm across county, state, and private correctional facilities.
ENGINEERED SPECIFICALLY FOR correctional INFRASTRUCTURE
We engineer systems specifically for detention settings to strengthen safety and welfare oversight in custody environments.

our principles

Integrity

We operate with discipline, transparency, and accountability. Our systems are deployed in environments where trust is earned and performance is measurable.

Responsibility

Duty-of-care is foundational to our design philosophy. Every system we build supports professionals entrusted with the safety and welfare of individuals in custody.

reliability

Our technology is engineered for demanding, real-world correctional infrastructure. Signal integrity, notification precision, and operational continuity are non-negotiable.

clarity

We prioritize actionable intelligence over excess data. Our platform surfaces meaningful physiological signals that enable confident, informed decision-making in safety and welfare operations.

our vision

A National Standard for Biometric Monitoring in Custody

The future of custody oversight requires the proper infrastructure. 4Sight Labs is defining the national standard for unified biometric monitoring in correctional custody, delivering measurable intervention capability, defensible documentation, and enterprise-level deployment across county, state, and private facilities nationwide.

behind the technology

Founded by professionals with mission-critical operational backgrounds, 4Sight Labs applies disciplined systems engineering and proven communications architecture to correctional safety and welfare oversight.

Built by Operators, Engineered for Institutions.

4Sight Labs designs biometric monitoring systems for complex correctional facilities, supported by expertise in mission-critical communications, systems engineering, public safety operations, secure cloud infrastructure, and data-driven product architecture.

This multidisciplinary foundation enables 4Sight Labs to design biometric monitoring systems that perform consistently in steel-reinforced, multi-building correctional environments. We bring operational discipline to institutional oversight.

Our approach is shaped by real public-safety environments, where reliability and efficiency are essential.

Dave Sanders
CEO
Ian Osteyee
President
Ardi Ardeshiri, PhD
Chief Data Scientist
David Couch
Account Executive East
Lena Heaney
Account Executive West
Dylan Martinez
System and Services Lead

Careers 4Sight labs

We build systems for high-responsibility environments where performance matters. If you’re driven by mission, discipline, and meaningful impact, explore opportunities with 4Sight Labs.

resources

Access executive briefings, deployment case studies, technical white papers, and insights focused on real-time safety and welfare monitoring in correctional environments.

Evolving Standards of Custodial Care: Oversight Expectations in Modern Detention Facilities
Evolving Standards of Custodial Care: Oversight Expectations in Modern Detention Facilities
4Sight Labs Introduces OverWatch™ System
4Sight Labs announces the launch of OverWatch™, the first-of-its-kind, comprehensive technology-driven system for individuals in police custody.
Lincoln County Sheriff's Office Implements OverWatch™ System
Lincoln County Sheriff's Office announces the deployment of the Overwatch system into the Lincoln County Jail, solidifying commitment to inmate safety and welfare.
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