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.
ACADEMIC BACKING
Deception detection using machine learning (ML) and deep learning (DL) techniques
Catching a Liar Through Facial Expression of Fear
Deception detection with machine learning: A systematic review and statistical analysis
A Review of Automatic Lie Detection from Facial Features
A Review of Automatic Lie Detection from Facial Features
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.
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.
We track key performance metrics internally, allowing us to validate and adjust our analysis for reliable, actionable insights.
03.
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.
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

HR & Recruiting
Enhance the recruitment process by providing objective insights into candidates' demeanors and emotional states, aiding in the identification of suitable candidates who align with organizational values.

Management
Empower management teams with tools to assess team dynamics and individual engagement levels, fostering a more cohesive and effective work environment.

Police Departments
Support law enforcement with advanced tools for analyzing behavioral cues during interrogations, contributing to more informed and accurate assessments of suspects and witnesses.

Border Control
Assist border security personnel in evaluating the risk profiles of individuals crossing borders, enhancing the security and efficiency of border operations.

Sales
Equip sales teams with insights into client engagement and interest levels, helping them tailor their approaches to maximize conversions and build stronger customer relationships.

Therapy
Support therapists by providing insights into clients' emotional states and potential underlying issues, enabling more personalized and effective therapeutic interventions.

Insurance
Enable insurance professionals to conduct more accurate risk assessments during claims processing and underwriting, enhancing the overall reliability of their evaluations.

Investors
Provide investors with tools to evaluate the trustworthiness and confidence levels of potential investments, aiding in the decision-making process for financial commitments.
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
What is PolygrAI and how does it work?
PolygrAI is an advanced digital polygraph system that provides real-time risk assessments and sentiment analysis. By analyzing visual, audio, and linguistic cues, our technology identifies fluctuations in behavior that may indicate stress or deception. This multi-modal approach integrates established psychological principles with cutting-edge AI and computer vision techniques.
How accurate is PolygrAI?
While our system is highly sophisticated, it does not claim absolute accuracy. Detection rates vary, with our current accuracy slightly above 70%. It is designed to offer valuable insights and support informed decision-making, not to provide definitive conclusions.
What types of cues does PolygrAI analyze?
PolygrAI evaluates various cues, including heart rate variability, blinking patterns, eye gaze, voice tone and pitch, hand gestures, micro-expressions, emotional states, and choice of words. These indicators are based on well-established psychological research and contribute to comprehensive risk assessments.
How does PolygrAI ensure user privacy?
We prioritize user privacy and do not collect data for training purposes. All analyses are conducted in real-time, and no personal data is stored or used beyond the immediate assessment.
What are the limitations of PolygrAI?
While PolygrAI offers significant insights, it is not infallible. Human behavior is complex and context-dependent, which may affect interpretation. Our technology serves as an assistive tool, and users are encouraged to consider results in conjunction with other information.
What research supports PolygrAI's methodologies?
PolygrAI’s methodologies are backed by extensive research in psychology and machine learning. Key studies have demonstrated the efficacy of multimodal approaches in deception detection, highlighting the integration of visual and non-visual cues for improved accuracy.
Is there a mobile version of PolygrAI?
We are currently developing a mobile version, with a working prototype available. The mobile app will extend the capabilities of PolygrAI, providing on-the-go access to our comprehensive analysis tools.
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%.