Inside PolygrAI: The AI Engine of truth

See how our unified AI transforms subtle cues—from emotions to risk metrics—into actionable insights for smarter decisions.

Our innovative platform provides real-time insights into emotional states and potential deception

How It Works

Visual

Our system meticulously analyzes facial micro-expressions and body language to detect behavioral fluctuations.

Audio

We monitor vocal attributes, including tone and pitch, to discern subtle changes indicative of risk.

Linguistics

Utilizing a range of well-researched psychological indicators, we identify potential signs of deception.

Visual Cues

Our visual analysis employs state-of-the-art computer vision techniques to interpret facial expressions and body movements. By analyzing subtle changes in gestures, eye behaviour, and head positioning, our system translates non-verbal signals into measurable data.

  • Heart Rate

    Using remote photoplethysmography, we estimate heart rate from subtle skin color changes, monitoring both elevated and reduced rates as signs of arousal or calmness.

  • Blink Rate

    By monitoring blink frequency, we note both spikes and drops that could indicate nervousness or focused concentration.

  • Eye Gaze

    We analyze shifts in where a person directs their gaze. Deviations—whether more frequent or less so—can reveal changes in attention or potential evasiveness.

  • Hands on Face

    We track the frequency and duration of hand-to-face interactions, monitoring for both increased and decreased occurrences that may signal stress or uncertainty.

  • Looking Up/Down

    We assess changes in gaze direction, with increases or decreases providing clues about thoughtfulness, discomfort, or reluctance to engage.

  • Head Orientation

    Our system tracks changes in head positioning independently. Variations in how the head is oriented can indicate shifts in focus, confidence, or discomfort.

Audio Metrics

Using remote photoplethysmography, we estimate heart rate from subtle skin color changes, monitoring both elevated and reduced rates as signs of arousal or calmness.

  • Voice Pitch

    We measure fluctuations in tone, tracking sudden spikes or drops that can indicate emotional tension, excitement, or efforts to mask true feelings.

  • Voice Amplitude

    We analyze changes in volume, noting both increases and decreases as potential signs of stress, enthusiasm, or hesitation.

  • Speaking Rate

    Our system detects changes in the speed of speech—whether it accelerates or slows down—to provide insights into anxiety, urgency, or careful thought.

  • Abnormally Long Pauses

    We identify extended silences that deviate from normal patterns, which may suggest cognitive load, hesitation, or potential fabrication.

Linguistic Indicators

Our linguistic analysis uses natural language processing (NLP) to evaluate speech patterns. We monitor changes—both increases and decreases—in specific linguistic markers to uncover hidden cues of stress or deception.

 

  • Risk Words Detected

    We flag the frequency of certain high-risk words or phrases, monitoring for deviations from an individual’s typical speech pattern.

  • Filler Words Detected

    We track the use of filler words (e.g., “um,” “uh”) and note abnormal increases or decreases that might indicate nervousness or a deliberate effort to control the narrative.

  • Excessive Negations

    Our algorithms examine the frequency of negation words, detecting both spikes and drops that can signal defensive or evasive language.

  • Extra Suspicious Phrases

    We evaluate overall language consistency, highlighting deviations in the use of contextually appropriate phrases as potential red flags for inconsistency or fabrication.

Technical Architecture Overview

Our technical architecture transforms raw data into a comprehensive behavioral analysis, which includes transcript analysis, psychological profiling, and even a ChatGPT-powered summary.

 

01/

Data Capture

We collect video, audio, and transcript data from interactions.

02/

Pre-Processing

Raw inputs are cleaned and normalized, ensuring consistency across all channels.

03/

Feature Extraction

Advanced algorithms extract key cues—visual signals, vocal nuances, and textual patterns.
(Icon: Magnifying glass over data points)

04/

Transcript Analysis & Psychological Profiling

Transcripts are analyzed to generate detailed psychological profiles, revealing insights into sentiment, language patterns, and risk indicators.

05/

ChatGPT-Powered Summary

Our system leverages a ChatGPT-style module to produce concise summaries, highlighting essential insights and actionable recommendations.

06/

Real-Time Insight Delivery

All processed data is fused into one unified output, delivering clear, actionable insights on your dashboard.

Technology Principles

We combine well-established psychology practices with advanced AI and computer vision detection

BASELINE LEARNING

Our system employs algorithms to learn and establish a behavioral baseline for each individual. This foundational step enhances the precision of our risk assessments by providing a benchmark for detecting anomalies.

PSYCHOLOGY PRACTICES

Grounded in decades of psychological research, our technology evaluates multiple cues correlated with deceptive behaviors. This scientific basis ensures the reliability and accuracy of our assessments.

RISK ASSESSMENT

By interpreting data from visual, auditory, and physiological sources, our system provides a comprehensive risk score. This empowers users with actionable insights, aiding in decision-making processes across various applications.

Continuous Improvement & Research Validation

Our platform continuously refines its accuracy through real-time learning while being grounded in proven academic research. We constantly update our detection capabilities without compromising our proprietary methods, ensuring that our behavioural insights are both precise and credible.

01.
Optimization

Our team consistently fine-tunes and optimizes the system through rigorous testing and controlled studies, ensuring that our detection methods remain state-of-the-art.

02.
Performance Monitoring

We track key performance metrics internally, allowing us to validate and adjust our analysis for reliable, actionable insights.

03.
Academic Backing

Our approach is supported by select academic studies that demonstrate the effectiveness of combining visual, audio, and linguistic cues—such as research reporting up to 97% accuracy when using multi-modal analysis.

04.
Credibility Through Validation

By referencing rigorous studies and established psychological practices, we reinforce that our methodology is both scientifically sound and industry-proven.

Why PolygrAI? (Our Differentiators)

Our platform stands apart by blending deep behavioral insight with a unified, user-friendly experience

Unified Analysis

We seamlessly fuse visual, audio, and linguistic data into one cohesive evaluation—eliminating the need for multiple tools and providing a holistic view of behavior.

Real-Time, Actionable Insights

Our system processes signals instantly, delivering clear, actionable insights that empower you to make smarter, data-driven decisions without delay.

Scientific & Psychological Rigor

 Grounded in established psychological practices and validated by academic research, our analysis leverages proven methods to assess risk and detect deception.

Adaptive Baseline Learning

We dynamically establish behavioral baselines for each individual, ensuring that our system can detect even subtle deviations—whether it’s a spike or drop in a key metric.

Privacy & Security Focus

While delivering in-depth insights, we rigorously safeguard your data with industry-standard encryption and strict compliance measures.

Versatility Across Industries

 PolygrAI isn’t limited to one niche—our technology adapts to diverse scenarios, from hiring and fraud detection to security screenings and beyond.

Security, Privacy & Compliance

Data Encryption

All data is encrypted during transmission and storage, safeguarding your sensitive information.

Secure Storage

Our storage solutions are fortified with industry-standard security practices to prevent unauthorized access.

Access Controls

Strict access control measures ensure that only authorized personnel can view or manage your data.

GDPR Compliance

We adhere to GDPR and global privacy standards, ensuring your data is handled responsibly.

Regular Audits

We conduct continuous security audits to identify and address vulnerabilities promptly.

Get started

Sign Up to Our Web App

Our desktop app offers real-time risk assessment and sentiment analysis, empowering you to make informed choices while maintaining high standards of privacy and security. Experience the future of behavioral analysis with our user-friendly platform.

Use Cases

Where our technology can make a difference

Social Impact and Privacy Stance

We do not collect user data for training purposes and we are striving to make a positive impact with our technology

FAQs
DISCLAIMERS

PolygrAI will never reach absolute accuracy and it's illegal to use without consnet

While our technology provides valuable insights into potential risks, it’s crucial to understand that human behavior is inherently complex and unpredictable. Our system is designed to assist users by offering data-driven assessments that aid interpretation, but it should not be viewed as a conclusive determination of truth.

Users are encouraged to consider PolygrAI’s analysis as one part of a broader evaluation process, complementing other information and judgment. Always prioritize ethical use and respect individual privacy and rights.

Yet, it can still make a difference

Despite inherent limitations, our ongoing research and development efforts are focused on refining our system’s accuracy and utility. We are committed to evolving our technology to better serve our users and enhance its impact.

PolygrAI is a collaborative project involving leading professionals and researchers in the field of deception detection. Our goal is to create the most efficient multi-modal deception detection technology, with our current detection accuracy rate slightly above 70%.

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