AI Use Cases in Veterans Administration

Introduction

As the Veterans Administration (VA) continues to innovate in the realm of healthcare, artificial intelligence (AI) is playing an increasingly pivotal role in enhancing the quality and efficiency of care for veterans. AI technologies are being integrated across a range of applications, from advanced diagnostic tools to predictive analytics, addressing various aspects of veteran health and well-being. These innovations span diverse use cases including physical therapy, cardiac surgery, medication adherence, and mental health monitoring. By leveraging AI, the VA aims to provide more personalized, accurate, and timely care, ultimately improving patient outcomes and operational efficiencies. The following use cases highlight key AI-driven projects within the VA, showcasing how these technologies are transforming healthcare delivery and supporting the unique needs of veterans.

Use Cases

  • 1. Artificial Intelligence physical therapy app

    The Artificial Intelligence Physical Therapy App serves as a supportive tool for physical therapists, designed to be data source agnostic. It accepts input from various wearable sensors and analyzes the collected data to provide actionable feedback to therapists in a clear and understandable format. This app aims to enhance the effectiveness of physical therapy by enabling therapists to make informed decisions based on real-time data from their patients.

  • 2. Artificial intelligence coach in cardiac surgery

    The Artificial Intelligence Coach in Cardiac Surgery is designed to identify misalignments in the mental models of team members during complex surgical tasks. This project focuses on safety-critical domains, such as healthcare and aviation, where discrepancies in shared mental models can result in preventable errors. By detecting these misalignments, the AI coach lays the groundwork for computer-assisted interventions that aim to enhance teamwork and support cognitive functions in the operating room, ultimately improving patient safety and surgical outcomes.

  • 3. AI Cure

    AICURE is a mobile application designed to monitor patient adherence to orally prescribed medications during clinical trials or pharmaceutical-sponsored drug studies. By tracking medication intake, the app aims to improve compliance and provide valuable data to researchers, enhancing the overall effectiveness of clinical studies and ensuring that patients receive the intended therapeutic benefits.

  • 4.Acute kidney injury (AKI)

    The Acute Kidney Injury (AKI) project is a collaborative effort with Google DeepMind aimed at developing AI solutions for the early detection of AKI, which can range from minor kidney function loss to complete kidney failure. The AI system is designed to identify cases of AKI that may arise as a complication of other illnesses, facilitating timely intervention and improving patient outcomes through enhanced monitoring and diagnosis.

  • 5. Assessing lung function in health and disease

    The Assessing Lung Function in Health and Disease project utilizes artificial intelligence to help healthcare professionals identify predictors of both normal and abnormal lung function, as well as sleep parameters. By analyzing relevant data, the AI system aims to enhance the understanding of respiratory health, enabling more accurate assessments and interventions for patients with varying lung function profiles.

  • 6. Automated eye movement analysis and diagnostic prediction of neurological disease

    The Automated Eye Movement Analysis and Diagnostic Prediction project utilizes artificial intelligence to recursively analyze previously collected data, enhancing the quality and accuracy of automated algorithms. This system is designed to screen for markers of various neurological diseases, including traumatic brain injury, Parkinson’s disease, and stroke, thereby aiding in early diagnosis and intervention.

  • 7. Automatic speech transcription engines to aid scoring neuropsychological tests

    The Automatic Speech Transcription Engines project focuses on analyzing the cognitive decline of older Veterans Affairs (VA) patients through automated speech transcription. Digitally recorded speech responses are processed using multiple AI-based speech-to-text engines, and the resulting transcriptions are combined to minimize or eliminate the need for manual transcription. This automation streamlines the scoring of neuropsychological tests, improving efficiency and accuracy in assessing cognitive health.

  • 8. CuraPatient

    CuraPatient is an innovative remote tool designed to empower patients in managing their health conditions without the necessity of in-person provider visits. Utilizing artificial intelligence, the platform enables users to create personalized profiles for tracking their health, enrolling in relevant programs, managing insurance details, and scheduling appointments. This tool aims to enhance patient engagement and streamline healthcare management.

  • 9. Digital command center

    The Digital Command Center initiative aims to centralize all data within a medical center and leverage predictive prescriptive analytics to enhance hospital performance. By consolidating information, healthcare leaders can make informed decisions that optimize operations, improve patient care, and increase overall efficiency within the facility.

  • 10. Disentangling dementia patterns using artificial intelligence on brain imaging and electrophysiological data

    The Disentangling Dementia Patterns project is a collaborative effort aimed at creating a deep learning framework to identify and predict various dementia patterns observed in MRI and EEG data. This initiative also explores the potential of these imaging modalities as biomarkers for different types of dementia and epilepsy disorders. The VA is conducting retrospective chart reviews to support this research, enhancing understanding of dementia and improving diagnostic capabilities.

  • 11. Machine learning (ML) for enhanced diagnostic error detection and ML classification of protein electrophoresis text

    The Machine Learning for Enhanced Diagnostic Error Detection project involves researchers conducting chart reviews to gather true/false positive annotations for patient records. This data is then used to create vector embeddings, enabling similarity-based retrieval of unlabeled records that are similar to labeled ones in a semi-supervised approach. The goal is to utilize machine learning as a filtering mechanism following rules-based retrieval, thereby improving diagnostic specificity. The inputs for embedding will include high-value structured data related to stroke risk and relevant prior text notes.

  • 12. Behavidence

    Behavidence is a mental health tracking application designed for veterans. By downloading the app onto their smartphones, users can monitor their phone usage patterns, which are then compared to a digital phenotype representing individuals with confirmed mental health diagnoses. This comparison aims to provide insights into mental health status and promote awareness, potentially facilitating early intervention and support for veterans.

  • 13. Machine learning tools to predict outcomes of hospitalized VA patients

    The Machine Learning Tools to Predict Outcomes of Hospitalized VA Patients project is an Institutional Review Board (IRB)-approved study that investigates the application of machine learning techniques to forecast health outcomes for VA patients. The study specifically targets predictions related to Alzheimer’s disease, rehospitalization rates, and Clostridioides difficile infections, aiming to enhance patient care and resource allocation through improved predictive analytics.

  • 14. Nediser reports QA

    Nediser is an advanced artificial intelligence system designed to function as a “radiology resident,” continuously trained to assist radiologists in verifying X-ray properties within their reports. This AI tool can select normal templates, detect hardware issues, assess patella alignment, evaluate leg length discrepancies, and measure Cobb angles. By providing these capabilities, Nediser enhances the accuracy and efficiency of radiological assessments, supporting radiologists in their diagnostic processes.

  • 15. Precision medicine PTSD and suicidality diagnostic and predictive tool

    The Precision Medicine PTSD and Suicidality Diagnostic and Predictive Tool is designed to analyze various real-time inputs to predict and diagnose episodes of post-traumatic stress disorder (PTSD) and suicidality. This model aims to provide early warnings for potential episodes, facilitating timely and accurate diagnoses. Additionally, it seeks to enhance understanding of the short- and long-term effects of stress, particularly in extreme situations, contributing to better management and treatment of PTSD among veterans.

  • 16. Prediction of Veterans' Suicidal Ideation following Transition from Military Service

    The Prediction of Veterans’ Suicidal Ideation project employs machine learning techniques to identify factors that predict suicidal thoughts among veterans transitioning from military service. The analysis is based on data collected from a web-based survey that captures veterans’ experiences within three months of separation and continues every six months for the first three years post-service. This initiative aims to enhance understanding of the mental health challenges faced by veterans and inform preventive measures.

  • 17. PredictMod

    PredictMod is an innovative project that leverages artificial intelligence to explore the potential for predicting diabetes risk based on the composition of the gut microbiome. By analyzing microbiome data, the project aims to uncover relationships between gut health and diabetes, potentially leading to new preventive strategies and personalized treatment options for patients at risk.

  • 18. Predictor profiles of OUD and overdose

    The Predictor Profiles of Opioid Use Disorder (OUD) and Overdose project utilizes machine learning models to assess the interactions between established and emerging risk factors associated with OUD and overdose among Post-9/11 veterans. By employing various classification-tree modeling techniques, the project aims to develop comprehensive predictor profiles that can inform targeted interventions and support efforts to combat the opioid crisis within this population.

  • 19. Provider directory data accuracy and system of record alignment

    The Provider Directory Data Accuracy and System of Record Alignment project employs artificial intelligence to enhance identity resolution and linking within healthcare data systems. AI functions as a transactor, facilitating intelligent state reconstruction over time and enabling real-time discrepancy detection. Additionally, it synchronizes data through intelligent propagation and semi-automated resolution of discrepancies. The use of AI adapters for inference via OWL and logic programming further enhances data integration. The system also features long-term storage capabilities, akin to a “black box flight recorder,” supporting extensive machine learning and business intelligence applications.

  • 20. Seizure detection from EEG and video

    The Seizure Detection from EEG and Video project utilizes machine learning algorithms to analyze electroencephalogram (EEG) and video data collected from a Veterans Health Administration (VHA) epilepsy monitoring unit. This system is designed to automatically identify seizure events without the need for human intervention, enhancing the efficiency and accuracy of seizure monitoring and diagnosis in patients with epilepsy.

  • 21. SoKat Suicidal Ideation Detection Engine

    The SoKat Suicidal Ideation Detection Engine (SSIE) employs natural language processing (NLP) techniques to enhance the identification of suicidal ideation among veterans. By analyzing survey data collected by the Office of Mental Health (OMH) through the Veteran Crisis Line (VCL) support team, the SSIE aims to improve the accuracy and timeliness of detecting veterans at risk of suicide, ultimately supporting better mental health interventions.

  • 22. Using machine learning to predict perfusionists’ critical decision-making during cardiac surgery

    This project focuses on utilizing machine learning to develop predictive models that analyze the decision-making processes of perfusionists during critical moments in the cardiopulmonary bypass phase of cardiac surgery. The insights gained from this analysis may inform the creation of computerized clinical decision support tools that can be integrated into the operating room, enhancing patient safety and improving surgical outcomes through better-informed decision-making.

  • 23. Gait signatures in patients with peripheral artery disease

    The Gait Signatures in Patients with Peripheral Artery Disease (PAD) project employs machine learning techniques to enhance the treatment of functional issues associated with PAD. By analyzing previously collected biomechanics data, the project aims to identify characteristic gait signatures of PAD patients. Additionally, it investigates the effectiveness of limb acceleration measurements in modeling significant biomechanical metrics related to PAD, ultimately improving patient assessment and treatment strategies.

  • 24. Medication Safety (MedSafe) Clinical Decision Support (CDS)

    The Medication Safety (MedSafe) Clinical Decision Support (CDS) system leverages electronic clinical data from the VA to analyze the management of conditions such as diabetes, hypertension, and chronic kidney disease. By providing patient-specific, evidence-based recommendations to primary care providers, the system enhances clinical decision-making. It utilizes knowledge bases that encode clinical practice guidelines and employs an automated execution engine to assess various factors, including comorbidities, laboratory results, medications, and past adverse drug events, to generate tailored recommendations for patient care.

  • 25. Prediction of health outcomes, including suicide death, opioid overdose, and decompensated outcomes of chronic diseases

    The Prediction of Health Outcomes project utilizes electronic health records (EHR), incorporating both structured and unstructured data, to generate deep phenotypes and predict various health outcomes. These outcomes include suicide death, opioid overdose, and decompensated conditions related to chronic diseases. By analyzing comprehensive patient data, this tool aims to enhance risk assessment and inform preventive strategies, ultimately improving patient care and outcomes within the veteran population.

  • 26. VA-DoE Suicide Exemplar Project

    The VA-DoE Suicide Exemplar Project leverages artificial intelligence to enhance the Veterans Affairs (VA) capacity to identify veterans at risk for suicide. This initiative encompasses three interconnected projects that involve collaboration with the Department of Energy, aiming to develop more effective predictive models and interventions for veteran suicide prevention.

  • 27. Machine learning models to predict disease progression among veterans with hepatitis C virus

    This project employs machine learning models to forecast the progression of hepatitis C virus (HCV) infection among veterans. By analyzing relevant patient data, the model aims to provide insights into disease trajectories, enabling timely interventions and improved management of HCV among the veteran population.

  • 28. Prediction of biologic response to thiopurines

    The Prediction of Biologic Response to Thiopurines project utilizes artificial intelligence to analyze data from the Computerized Patient Record System (CPRS) and Clinical Data Warehouse (CDW) to predict how veterans with irritable bowel disease (IBD) will respond to thiopurine medications. This predictive capability aims to optimize treatment plans and improve patient outcomes by tailoring therapies to individual responses.

  • 29. Predicting hospitalization and corticosteroid use as a surrogate for IBD flares

    The project focuses on predicting hospitalizations and corticosteroid use as indicators of irritable bowel disease (IBD) flare-ups among 20,368 patients diagnosed with IBD in the Veterans Health Administration (VHA) between 2002 and 2009. By utilizing longitudinal laboratory data and various predictors, random forest models are developed to enhance the understanding of IBD management and anticipate exacerbations, ultimately improving patient care.

  • 30. Predicting corticosteroid-free endoscopic remission with Vedolizumab in ulcerative colitis

    The project aims to predict the likelihood of achieving corticosteroid-free endoscopic remission in patients with ulcerative colitis receiving Vedolizumab treatment. Utilizing random forest modeling, the study analyzes data from 594 patients to forecast outcomes at week 52, based on baseline characteristics and data collected during the first six weeks of therapy. This predictive modeling seeks to inform treatment decisions and improve patient outcomes in ulcerative colitis management.

  • 31. Use of machine learning to predict surgery in Crohn’s disease

    This project employs machine learning techniques to analyze data from adult patients in the Veterans Integrated Service Networks (VISN) 10 cohort, focusing on demographics, medication usage, and longitudinal laboratory values collected between 2001 and 2015. The goal is to predict the likelihood of surgery for patients with Crohn’s disease and model potential surgical outcomes within one year, thereby enhancing clinical decision-making and patient management strategies.

  • 32. Reinforcement learning evaluation of treatment policies for patients with hepatitis C virus

    This project utilizes reinforcement learning techniques to evaluate treatment policies for veterans with hepatitis C virus (HCV). By predicting disease progression, the model aims to inform and optimize treatment strategies, ultimately improving health outcomes for veterans affected by HCV.

  • 33. Predicting hepatocellular carcinoma in patients with hepatitis C

    The Predicting Hepatocellular Carcinoma project focuses on assessing the risk of developing hepatocellular carcinoma (HCC) in patients with hepatitis C virus (HCV)-related cirrhosis within the Veterans Health Administration. By analyzing data from patients with at least three years of follow-up, the study compares the performance of deep learning recurrent neural network (RNN) models, which utilize raw longitudinal data from electronic health records, against traditional regression models. The goal is to enhance predictive accuracy for HCC risk, facilitating early intervention and improved patient outcomes.

  • 34. Computer-aided detection and classification of colorectal polyps

    The Computer-Aided Detection and Classification of Colorectal Polyps project explores the application of artificial intelligence models to enhance the clinical management of colorectal polyps. The AI models analyze video frames from colonoscopy procedures in real time, focusing on two key tasks: detecting the presence of polyps in the frames and predicting their potential malignancy. This technology aims to improve diagnostic accuracy and support timely interventions for patients undergoing colonoscopy.

  • 35. GI Genius (Medtronic)

    The Medtronic GI Genius is an advanced artificial intelligence system designed to assist in the detection of colon polyps during gastrointestinal examinations. By leveraging AI technology, the GI Genius enhances the accuracy and efficiency of polyp detection, ultimately supporting healthcare providers in delivering better patient care during colonoscopy procedures.

  • 36. Extraction of family medical history from patient records

    The Extraction of Family Medical History from Patient Records project is a pilot initiative that utilizes TIU (Text Integration Utility) documentation to gather family medical history data specifically from African American veterans aged 45 to 50. The primary goal is to identify veterans who may be at increased risk for prostate cancer and have not yet undergone screening for the disease. This project aims to enhance early detection and preventive care for prostate cancer within this demographic.

  • 37. VA /IRB approved research study for finding colon polyps

    The VA/IRB Approved Research Study for Finding Colon Polyps is an initiative that employs a randomized trial design to investigate the effectiveness of artificial intelligence in detecting colon polyps. This study, approved by the Institutional Review Board (IRB), aims to enhance the accuracy and efficiency of polyp detection during colonoscopy procedures, ultimately improving patient outcomes in colorectal cancer prevention.

  • 38. Interpretation/triage of eye images

    The Interpretation/Triage of Eye Images project leverages artificial intelligence to assist in the triage of eye patients receiving care through telehealth services. The AI system interprets retinal images and evaluates health risks associated with various eye conditions, including glaucoma, macular degeneration, and diabetic retinopathy. The primary objective is to enhance diagnostic accuracy and facilitate timely interventions for patients with eye health concerns.

  • 39. Screening for esophageal adenocarcinoma

    The Screening for Esophageal Adenocarcinoma project utilizes national Veterans Health Administration (VHA) administrative data to refine and adapt predictive tools that analyze electronic health records. The aim is to assess the risk of developing esophageal adenocarcinoma among veterans, thereby enabling early detection and intervention strategies for this serious condition.

  • 40. Social determinants of health extractor

    The Social Determinants of Health Extractor project employs artificial intelligence to analyze clinical notes and extract information related to social determinants of health (SDOH). By identifying these variables, the project aims to facilitate health-related analyses that explore the impact of SDOH on disease risk and healthcare disparities. This initiative seeks to enhance understanding of how social factors contribute to health outcomes among veterans, ultimately informing targeted interventions and policy decisions.

Conclusion

The integration of artificial intelligence into the Veterans Administration's healthcare systems represents a transformative leap forward in addressing the complex and varied needs of veterans. The diverse AI applications, from physical therapy support and cardiac surgery assistance to mental health monitoring and predictive analytics, demonstrate a commitment to enhancing patient care through innovation. By harnessing AI, the VA not only improves diagnostic accuracy, treatment efficacy, and operational efficiency but also supports a more personalized and responsive approach to veteran healthcare. These telehealth solutions and advancements underscore the potential of AI to revolutionize medical practices and outcomes, ultimately contributing to a higher standard of care and a better quality of life.

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    Changes

    We may modify this Policy at any time. If we make changes to this Policy then we will post an updated version of this Policy at this website. When using our services, you will be asked to review and accept our Privacy Policy. In this manner, we may record your acceptance and notify you of any future changes to this Policy.

    Contact Us

    To request a copy for your information, unsubscribe from our email list, request for your data to be deleted, or ask a question about your data privacy, we've made the process simple:

    Email us

    Terms and Conditions

    Our aim is to keep this Agreement as readable as possible, but in some cases for legal reasons, some of the language is required "legalese".

    Your Acceptance of This Agreement

    These terms of service are entered into by and between You and Scry Analytics, Inc., ("Company," "we," "our," or "us"). The following terms and conditions, together with any documents they expressly incorporate by reference (collectively "Terms of Service"), govern your access to and use of www.scryai.com, including any content, functionality, and services offered on or through www.scryai.com (the "Website").

    Please read the Terms of Service carefully before you start to use the Website.

    By using the Website [or by clicking to accept or agree to the Terms of Service when this option is made available to you], you accept and agree to be bound and abide by these Terms of Service and our Privacy Policy, found at Privacy Policy, incorporated herein by reference. If you do not want to agree to these Terms of Service, you must not access or use the Website.

    By accessing and using this website, You accept and:

    Accept and agree to be bound and comply with these terms of service. You represent and warrant that you are the legal age of majority under applicable law to form a binding contract with us and, you agree if you access the website from a jurisdiction where it is not permitted, you do so at your own risk.

    Updates to Terms of Service

    We may revise and update these Terms of Service from time to time in our sole discretion. All changes are effective immediately when we post them and apply to all access to and use of the Website thereafter.

    Continuing to use the Website following the posting of revised Terms of Service means that you accept and agree to the changes. You are expected to check this page each time you access this Website so you are aware of any changes, as they are binding on you.

    Your Responsibilities

    You are required to ensure that all persons who access the Website are aware of this Agreement and comply with it. It is a condition of your use of the Website that all the information you provide on the Website is correct, current, and complete.

    You are solely and entirely responsible for your use of the website and your computer, internet and data security.

    Prohibited Activities

    You may use the Website only for lawful purposes and in accordance with these Terms of Service. You agree not to use the Website:

    • In any way that violates any applicable federal, state, local or international law or regulation (including, without limitation, any laws regarding the exports of data software to and from the U.S. or other countries).
    • For the purpose of exploiting, harming, or attempting to exploit or harm minors in any way by exposing them to inappropriate content, asking for personally identifiable information or otherwise.
    • To send, knowingly receive, upload, download, use, or re-use any material that does not comply with the Submission Standards set out in these Terms of Service.
    • To transmit, or procure the sending of, any advertising or promotional material, including any "junk mail," "chain letter," "spam," or any other similar solicitation.
    • To impersonate or attempt to impersonate the Company, a Company employee, another user, or any other persona or entity (including, without limitation, by using email addresses associated with any of the foregoing).
    • To engage in any other conduct that restricts or inhibits anyone's use or enjoyment of the website, or which as determined by us, may harm the Company or users of the website, or expose them to liability.

    Additionally, you agree not to:

    • Use the Website in any manner that could disable, overburden, damage, or impair the site or interfere with any other party's use of the Website, including their ability to engage in real-time activities through the Website.
    • Use any robot, spider, or other automatic device, process, or means to access the Website for any purpose, including monitoring or copying any of the material on the Website.
    • Use any manual process to monitor or copy any of the material on the Website, or for any other purpose not expressly authorized in these Terms of Service, without our prior written consent.
    • Use any device, software, or routine that interferes with the proper working of the Website.
    • Introduce any viruses, Trojan horses, worms, logic bombs, or other material that is malicious or technologically harmful.
    • Attempt to gain unauthorized access to, interfere with, damage, or disrupt any parts of the Website, the server on which the Website is stored, or any server, computer, or database connected to the Website.
    • Attack the Website via a denial-of-service attack or a distributed denial-of-service attack.
    • Otherwise attempting to interfere with the proper working of the Website.

    Intellectual Property Rights

    The Website and its entire contents, features, and functionality (including but not limited to all information, software, text, displays, images, video, and audio, and the design, selection, and arrangement thereof) are owned by the Company, its licensors, or other providers of such material and are protected by United States and international copyright, trademark, patent, trade secret, and other intellectual property or proprietary rights laws.

    These Terms of Service permit you to use the Website for your personal, non-commercial use only. You must not reproduce, distribute, modify, create derivative works of, publicly display, publicly perform, republish, download, store, or transmit any of the material on our Website, except as follows:

    • Your computer may temporarily store copies of such material in RAM incidental to your accessing and viewing those materials.
    • You may store files that are automatically cached by your Web browser for display enhancement purposes.
    • You may print or download one copy of a reasonable number of pages of the Website for your own personal, non-commercial use and not for further reproduction, publication or distribution.
    • If we provide social media features with certain content, you may take such actions as are enabled by such features.

    You must not:

    • Modify copies of any materials from this site.
    • Delete or alter any of the copyright, trademark, or other proprietary rights notices from copies of materials from this site.

    You must not access or use for any commercial purposes any part of the website or any services or materials available through the Website.

    If you print, copy, modify, download, or otherwise use or provide any other person with access to any part of the Website in breach of the Terms of Service, your right to use the Website will stop immediately and you must, at our option, return or destroy any copies of the materials you have made. No right, title, or interest in or to the Website or any content on the Website is transferred to you, and all rights not expressly granted are reserved by the Company. Any use of the Website not expressly permitted by these Terms of Service is a breach of these Terms of Service and may violate copyright, trademark, and other laws.

    User Submissions and Submission Standards

    The Website may provide you with the opportunity to create, submit, post, display, transmit, public, distribute, or broadcast content and materials to us or in the Website, including but not limited to text, writings, video, audio, photographs, graphics, comments, ratings, reviews, feedback, or personal information or other material (collectively, "Content"). You are responsible for your use of the Website and for any content you provide, including compliance with applicable laws, rules, and regulations.

    All User Submissions must comply with the Submission Standards and Prohibited Activities set out in these Terms of Service.

    Any User Submissions you post to the Website will be considered non-confidential and non-proprietary. By submitting, posting, or displaying content on or through the Website, you grant us a worldwide, non-exclusive, royalty-free license to use, copy, reproduce, process, disclose, adapt, modify, publish, transmit, display and distribute such Content for any purpose, commercial advertising, or otherwise, and to prepare derivative works of, or incorporate in other works, such as Content, and grant and authorize sublicenses of the foregoing. The use and distribution may occur in any media format and through any media channels.

    You represent and warrant that:

    • You own or control all rights in and to the User Submissions and have the right to grant the license granted above to us and our affiliates and service providers, and each of their and our respective licensees, successors, and assigns.
    • All of your User Submissions comply with these Terms of Service.

    We do not assert any ownership over your Content. You retain full ownership of all of your Content and any intellectual property rights or other proprietary rights associated with your Content. We are not liable for any statement or representations in your Content provided by you in any area in the Website. You are solely responsible for your Content related to the Website and you expressly agree to exonerate us from any and all responsibility and to refrain from any legal action against us regarding your Content. We are not responsible or liable to any third party for the content or accuracy of any User Submissions posted by you or any other user of the Website. User Submissions are not endorsed by us and do not necessarily represent our opinions or the view of any of our affiliates or partners. We do not assume liability for any User Submission or for any claims, liabilities, or losses resulting from any review.

    We have the right, in our sole and absolute discretion, (1) to edit, redact, or otherwise change any Content; (2) to recategorize any Content to place them in more appropriate locations in the Website; and (3) to prescreen or delete any Content at any time and for any reason, without notice. We have no obligation to monitor your Content. Any use of the Website in violation of these Terms of Service may result in, among other things, termination or suspension of your right to use the Website.

    These Submission Standards apply to any and all User Submissions. User Submissions must in their entirety comply with all the applicable federal, state, local, and international laws and regulations. Without limiting the foregoing, User Submissions must not:

    • Contain any material that is defamatory, obscene, indecent, abusive, offensive, misleading, harassing, violent, hateful, inflammatory, or otherwise objectionable.
    • Promote sexually explicit or pornographic material, violence, or discrimination based on race, sex, religion, nationality, disability, sexual orientation, or age.
    • Infringe any patent, trademark, trade secret, copyright, or other intellectual property or other rights of any other person.
    • Violate the legal rights of others or contain any material that could give rise to any civil or criminal liability under applicable laws or regulations or that otherwise may be in conflict with these terms of service and our Privacy Policy.
    • Be likely to deceive any person.
    • Promote any illegal activity, or advocate, promote, or assist in any unlawful act.
    • Cause annoyance, inconvenience, or needless anxiety or be likely to upset, embarrass, alarm, or annoy any other person.
    • Impersonate any person, or misrepresent your identity or affiliation with any person or organization.
    • Involve commercial activities or sales, such as contests, sweepstakes, and other sales promotions, barter, or advertising.
    • Give the impression that they emanate from or are endorsed by us or any other person or entity, if this is not the case.

    Our Rights

    We have the right, without provision of notice to:

    • Remove or refuse to post any User Submission for any or no reason in our sole discretion;
    • Take any action with respect to any User Submission that we deem necessary or appropriate in our sole discretion, including if we believe that such User Submission violates the Terms of Service, including the Submission Standards, infringes any intellectual property right or other right of any person or entity, threatens the personal safety of users of the Website or the public, or could create liability for the Company;
    • Take appropriate legal action, including, without limitation, referral to or cooperation with law enforcement or regulatory authorities, or notifying the harmed party of any illegal or unauthorized use of the Website; and
    • Terminate or suspend your access to all or part of the Website for any or no reason, including, without limitation, any violation of these Terms of Service.

    You waive and hold harmless company and its parent, subsidiaries, affiliates, and their respective directors, officers, employees, agents, service providers, contractors, licensors, licensees, suppliers, and successors from any and all claims resulting from any action taken by the company and any of the foregoing parties relating to any, investigations by either the company or by law enforcement authorities.

    Third Party Links and Sites

    For your convenience, this Website may provide links or pointers to third-party sites or third-party content. We make no representations about any other websites or third-party content that may be accessed from this Website. If you choose to access any such sites, you do so at your own risk. We have no control over the third-party content or any such third-party sites and accept no responsibility for such sites or for any loss or damage that may arise from your use of them. You are subject to any terms and conditions of such third-party sites.

    Social Media Features

    This Website may provide certain social media features that enable you to:

    • Link from your own or certain third-party websites to certain content on this Website.
    • Send emails or other communications with certain content, or links to certain content, on this Website.
    • Cause limited portions of content on this Website to be displayed or appear to be displayed on your own or certain third-party websites.

    You may use these features solely as they are provided by us and solely with respect to the content they are displayed with. Subject to the foregoing, you must not:

    • Establish a link from any website that is not owned by you.
    • Cause the Website or portions of it to be displayed on, or appear to be displayed by, any other site, for example, framing, deep linking, or in-line linking.
    • Link to any part of the Website other than the homepage.
    • Otherwise take any action with respect to the materials on this Website that is inconsistent with any other provision of these Terms of Use.

    The Website from which you are linking, or on which you make certain content accessible, must comply in all respects with the Submission Standards set out in these Terms of Service.

    You agree to cooperate with us in causing any unauthorized framing or linking immediately to stop.
    We reserve the right to withdraw linking permission without notice.
    We may disable all or any social media features and any links at any time without notice in our discretion.

    Disclaimers, Liability and Indemnification

    You understand and agree that your use of the website, its content, and any goods, digital products, services, information or items found or attained through the website is at your own risk. The website, its content, and any goods, services, digital products, information or items found or attained through the website are provided on an "as is" and "as available" basis, without any warranties or conditions of any kind, either express or implied including, but not limited to, the implied warranties of merchantability, fitness for a particular purpose, or non-infringement. The foregoing does not affect any warranties that cannot be excluded or limited under applicable law.

    You acknowledge and agree that company or its respective directors, officers, employees, agents, service providers, contractors, licensors, licensees, suppliers, or successors make no warranty, representation, or endorsement with respect to the completeness, security, reliability, suitability, accuracy, currency, or availability of the website or its contents or that any goods, services, digital products, information or items found or attained through the website will be accurate, reliable, error-free, or uninterrupted, that defects will be corrected, that our website or the server that makes it available or content are free of viruses or other harmful components or destructive code.

    How We Limit Our Liability to You

    Except where such exclusions are prohibited by law, in no event shall the company nor its respective directors, officers, employees, agents, service providers, contractors, licensors, licensees, suppliers, or successors be liable under these terms of service to you or any third-party for any consequential, indirect, incidental, exemplary, special, or punitive damages whatsoever, including any damages for business interruption, loss of use, data, revenue or profit, cost of capital, loss of business opportunity, loss of goodwill, whether arising out of breach of contract, tort (including negligence), any other theory of liability, or otherwise, regardless of whether such damages were foreseeable and whether or not the company was advised of the possibility of such damages.

    Indemnification

    To the maximum extent permitted by applicable law, you agree to defend, indemnify, and hold harmless Company, its parent, subsidiaries, affiliates, and their respective directors, officers, employees, agents, service providers, contractors, licensors, suppliers, successors, and assigns from and against any claims, liabilities, damages, judgments, awards, losses, costs, expenses, or fees (including reasonable attorneys' fees) arising out of or relating to your breach of these Terms of Service or your use of the Website including, but not limited to, third-party sites and content, any use of the Website's content and services other than as expressly authorized in these Terms of Service or any use of any goods, digital products and information purchased from this Website.

    Dispute Resolution

    At Company’s sole discretion, it may require you to submit any disputes arising from these Terms of Service or use of the Website, including disputes arising from or concerning their interpretation, violation, invalidity, non-performance, or termination, to final and binding arbitration under the Rules of Arbitration of the American Arbitration Association applying Ontario law. (If multiple jurisdictions, under applicable laws).

    Any cause of action or claim you may have arising out of or relating to these terms of use or the website must be commenced within 1 year(s) after the cause of action accrues; otherwise, such cause of action or claim is permanently barred.

    Privacy Policy

    Your provision of personal information through the Website is governed by our privacy policy located at the "Privacy Policy".

    Governing Law

    The Website and these Terms of Service will be governed by and construed in accordance with the laws of the Province of Ontario and any applicable federal laws applicable therein, without giving effect to any choice or conflict of law provision, principle, or rule and notwithstanding your domicile, residence, or physical location. Any action or proceeding arising out of or relating to this Website and/or under these Terms of Service will be instituted in the courts of the Province of Ontario, and each party irrevocably submits to the exclusive jurisdiction of such courts in any such action or proceeding. You waive any and all objections to the exercise of jurisdiction over you by such courts and to the venue of such courts.

    If you are a citizen of any European Union country or Switzerland, Norway or Iceland, the governing law and forum shall be the laws and courts of your usual place of residence.

    The parties agree that the United Nations Convention on Contracts for the International Sale of Goods will not govern these Terms of Service or the rights and obligations of the parties under these Terms of Service.

    Severability

    If any provision of these Terms of Service is illegal or unenforceable under applicable law, the remainder of the provision will be amended to achieve as closely as possible the effect of the original term and all other provisions of these Terms of Service will continue in full force and effect.

    Entire Terms of Service

    These Terms of Service constitute the entire and only Terms of Service between the parties in relation to its subject matter and replaces and extinguishes all prior or simultaneous Terms of Services, undertakings, arrangements, understandings or statements of any nature made by the parties or any of them whether oral or written (and, if written, whether or not in draft form) with respect to such subject matter. Each of the parties acknowledges that they are not relying on any statements, warranties or representations given or made by any of them in relation to the subject matter of these Terms of Service, save those expressly set out in these Terms of Service, and that they shall have no rights or remedies with respect to such subject matter otherwise than under these Terms of Service save to the extent that they arise out of the fraud or fraudulent misrepresentation of another party. No variation of these Terms of Service shall be effective unless it is in writing and signed by or on behalf of Company.

    Waiver

    No failure to exercise, and no delay in exercising, on the part of either party, any right or any power hereunder shall operate as a waiver thereof, nor shall any single or partial exercise of any right or power hereunder preclude further exercise of that or any other right hereunder.

    Notice

    We may provide any notice to you under these Terms of Service by: (i) sending a message to the email address you provide to us and consent to us using; or (ii) by posting to the Website. Notices sent by email will be effective when we send the email and notices we provide by posting will be effective upon posting. It is your responsibility to keep your email address current.

    To give us notice under these Terms of Service, you must contact us as follows: (i) by personal delivery, overnight courier or registered or certified mail to Scry Analytics Inc. 2635 North 1st Street, Suite 200 San Jose, CA 95134, USA. We may update the address for notices to us by posting a notice on this Website. Notices provided by personal delivery will be effective immediately once personally received by an authorized representative of Company. Notices provided by overnight courier or registered or certified mail will be effective once received and where confirmation has been provided to evidence the receipt of the notice.

    Contact Us

    To request a copy for your information, unsubscribe from our email list, request for your data to be deleted, or ask a question about your data privacy, we've made the process simple:

    Email us