Frequently Asked Questions
VIPRE Technology Group receives inquiries from agencies, investigators, and examiners around the world regarding the science, operational workflows, and capabilities behind AISIS and the VIPRE VSA platforms.
This page provides clear, evidence-grounded answers to the most common questions about our artificial intelligence systems, vagal stress analytics, and the forensic architecture that powers VIPRE field units.
Whether you are exploring our technology for criminal investigations, pre-employment screening, border security, or private-sector applications, the following information outlines the foundational principles, system design, validation process, and operational requirements that define VIPRE’s advanced stress-identification solutions.
What This FAQ Covers
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The scientific basis of vagal-autonomic stress detection
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Differences between VIPRE systems and legacy micro-tremor devices
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The AI architecture powering AISIS, including deep-learning and kinesic models
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How recurrent and convolutional neural networks increase accuracy
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System calibration, training requirements, and operational workflows
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Data handling, forensic video integration, and examiner support
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Comparisons with traditional polygraph and competitor technologies
These explanations are designed to help agencies understand how VIPRE delivers consistent, repeatable, and objective results across diverse operational environments.
How are VIPRE field units different from micro-tremor based systems?
What scientific principles form the basis for AISIS?
What AI models does AISIS utilize?
How do these RNN's and CNN's improve accuracy?
What are vagal stress markers?
What makes AISIS next generation technology?
How was the
AISIS algorthm validated?
How does AISIS compare to competitor or polygraph systems?
How does AISIS maintain accuracy across emotional conditions?
Do VIPRE field units require user calibration prior to use?
What training is required to operate VIPRE field units?
What data do VIPRE field units collect?
How does Kinesics video enhance the AISIS forensic capability?
Is VIPRE technology admissible in court?
