Alternatives to FairNow

ClearOPS assists both buyers and sellers in effectively managing their vendors while fulfilling due diligence obligations. As a comprehensive third-party risk management platform, ClearOPS allows users to monitor and track all vendor activities, distribute assessments, upload necessary documentation, and navigate the vendor management processes required by their clients. The burden of vendor security questionnaires can feel overwhelming, but our AI streamlines the initial review, significantly reducing the time required for completion. By serving as a system of record, ClearOPS ensures that critical information about your business remains secure and does not inadvertently leave your organization. After securing a customer, the next challenge is retention, and maintaining a strong trust relationship is central to our mission. ClearOPS simplifies the management of privacy and security operations information, making it readily available and current. Our user-friendly third-party risk management software empowers you to inspire your team while allowing you to assess your vendors at your convenience. Moreover, with ClearOPS, you can foster a culture of accountability and transparency within your organization, further enhancing your vendor relationships.

Drata is an agentic trust management platform for automating governance, risk, compliance, security assurance, and third-party risk management processes. Its Enterprise GRC capabilities bring controls, risks, policies, and evidence into a centralized system while allowing organizations to map controls across multiple frameworks and reuse compliance work. Continuous compliance automation collects evidence, monitors controls, identifies issues, and provides guided remediation to help teams remain audit-ready as their environments change. Drata's Trust Center provides a secure location where prospects, customers, and other stakeholders can review an organization's security posture, request documents, and obtain answers to trust-related questions. AI-powered questionnaire automation supports the questionnaire lifecycle from intake and triage through processing and response generation, using an evolving knowledge base to draft consistent answers. Third-party risk management uses AI agents to create assessment criteria from existing questionnaires, collect documents from vendor Trust Centers, perform risk assessments, and conduct vendor follow-ups. Drata also provides AI Agent Governance capabilities designed to discover AI agents within an enterprise, enforce organizational policies before agent actions execute, and produce records of agent decisions for auditing. The platform supports frameworks and regulations including SOC 2, ISO 27001, ISO 42001, GDPR, HIPAA, PCI DSS, DORA, FedRAMP, CMMC, and custom frameworks. Drata is designed to support organizations ranging from startups establishing their first compliance programs to enterprises managing governance, risk, compliance, and trust requirements across multiple business units and regions.

Maetra serves as an AI governance control plane tailored for teams managing tool-utilizing AI agents. It identifies agents and their associated repositories, assesses risks based on established frameworks, and reviews potential actions against versioned governance policies prior to execution. Additionally, it facilitates human approvals, monitors prompts and tool interactions for runtime vulnerabilities, ensures ongoing tasks remain aligned with authorized objectives, and maintains unalterable records of decisions for auditing purposes. The system features several modules, including Govern, Secure, Task Guard, Interaction Guard, Discover, Comply, Audit, and Decision Intelligence, which can function independently or as part of a cohesive control plane, enhancing overall operational efficiency and compliance. Ultimately, this integrated approach ensures robust management and oversight of AI agent activities within organizational frameworks.

A platform for AI governance created by legal professionals with expertise in regulatory matters, customized to fit your specific use cases and policies. Companies must adapt to and adhere to emerging legislation and guidelines effectively. If AI systems malfunction, organizations face the risk of losing customer trust and experiencing reduced product engagement. Teams are challenged by the growing complexity of AI systems, which now have a broader range of use cases than ever before. You can ensure the compliance of your AI systems by utilizing our assessments and real-time model controls. Users can be alerted to potential issues or risks to mitigate any negative impacts. Although establishing strong AI governance practices can be a lengthy process, our built-in automation streamlines the importation of model data and artifacts, allowing for easy documentation review and updates. It is crucial to grasp AI compliance throughout your organization. Senior stakeholders should be equipped with comprehensive insights on AI compliance to make informed strategic decisions and distribute reports to targeted audiences. We provide a robust array of policies that guarantee legal and regulatory compliance through our ready-to-use assessments. Additionally, our platform supports ongoing education and training, ensuring that all team members stay informed about the latest developments in AI governance and compliance practices.

Our platform offers a dynamic approach to evaluating and addressing AI-related risks in both models and datasets, focusing on issues like bias, proxy bias, and fairness. With our Responsible AI technology, we enhance the visibility of AI models, ensuring they are both explainable and interpretable. Our algorithms, grounded in research, work to identify and address risks stemming from a lack of robustness. Additionally, the platform conducts thorough reviews of the AI landscape in relation to various AI and MRM regulations, delivering in-depth risk assessments, detailed reporting, and automated remediation strategies. It is crucial to evaluate and mitigate AI risks present in both internally developed systems and those supplied by third parties. The SigmaRed platform facilitates an extensive third-party AI risk management (AI TPRM) process, significantly speeding up the AI risk assessment cycle while offering enhanced visibility, control, stakeholder-specific reporting, and a comprehensive repository of evidence. Furthermore, our technology not only enhances compliance but also fosters trust in AI systems by ensuring that potential risks are proactively managed.

Enkrypt AI is an AI security and compliance platform built to protect generative AI applications, autonomous agents, models, data, and AI infrastructure. It provides security agents and controls for detecting vulnerabilities, preventing threats, continuously monitoring AI systems, and automating compliance processes. Enkrypt AI's red teaming capabilities dynamically generate use-case-specific attacks that adapt during testing to uncover security, safety, and brand risks that static evaluations may miss. The platform addresses threats including prompt injection, jailbreaking, data leakage, model inversion, adversarial attacks, policy violations, hallucinations, model drift, bias, toxic content, deceptive behavior, and unmonitored agent actions. Real-time guardrails inspect AI interactions and can stop threats as they occur while continuously adapting based on prompts and observed activity. Monitoring capabilities provide ongoing visibility into AI risk and compliance so organizations can identify issues, track protection effectiveness, and maintain evidence for audits. Enkrypt AI can translate internal organizational policies and external regulatory requirements into automated guardrails to reduce manual compliance work. Its product portfolio includes Agent Red Teaming, Agent Guardrails, an Agent Policy Engine, AI Data Risk Audit, MCP Scanner, and MCP Gateway, with solutions for customer-facing agents, frontier models, third-party AI risk, AI compliance, MCP security, and secure AI development. The company also maintains an LLM Safety Leaderboard that continuously red teams and benchmarks more than 200 AI models to help organizations evaluate model security and safety.

Unify your AI governance initiatives amongst various stakeholders, guarantee that your governance procedures are primed for regulatory compliance, and effectively assess and control your AI-related risks and adherence to regulations. Transition from disjointed teams and processes to a consolidated source of reliable governance that simplifies the effective management of all your AI and machine learning projects. Keep informed on the latest regulations and standards with AI Policy Packs designed to comply with both current and emerging rules. Credo AI functions as an intelligence layer that integrates with your AI systems, converting technical documentation into practical insights regarding risk and compliance for product managers, data scientists, and governance professionals. By enhancing your technical and business infrastructure, Credo AI also provides risk and compliance metrics that can guide decision-making across your organization. This comprehensive approach not only streamlines governance but also fosters a culture of accountability and transparency in AI development.

Cisco AI Defense represents an all-encompassing security framework aimed at empowering businesses to securely create, implement, and leverage AI technologies. It effectively tackles significant security issues like shadow AI, which refers to the unauthorized utilization of third-party generative AI applications, alongside enhancing application security by ensuring comprehensive visibility into AI resources and instituting controls to avert data breaches and reduce potential threats. Among its principal features are AI Access, which allows for the management of third-party AI applications; AI Model and Application Validation, which performs automated assessments for vulnerabilities; AI Runtime Protection, which provides real-time safeguards against adversarial threats; and AI Cloud Visibility, which catalogs AI models and data sources across various distributed settings. By harnessing Cisco's capabilities in network-layer visibility and ongoing threat intelligence enhancements, AI Defense guarantees strong defense against the continuously changing risks associated with AI technology, thus fostering a safer environment for innovation and growth. Moreover, this solution not only protects existing assets but also promotes a proactive approach to identifying and mitigating future threats.

Darktrace / SECURE AI offers a comprehensive AI security solution that consolidates all AI interactions within an organization into a unified perspective, enabling teams to grasp intentions, evaluate risks, safeguard sensitive information, and ensure compliance with policies. It provides real-time monitoring of prompts, sessions, and responses across various enterprise GenAI tools like Microsoft Copilot and ChatGPT Enterprise, as well as low-code environments such as Microsoft Copilot Studio, high-code platforms like Amazon Bedrock and SageMaker, SaaS applications, and secure access service edge (SASE). Utilizing behavioral analytics, it effectively differentiates between routine business activities and notable or hazardous anomalies, thereby identifying conversational prompt attacks, harmful chaining, and other unsafe actions without solely depending on historical attack patterns. Darktrace's unique ability to learn directly from the environment it secures enables it to recognize new and AI-related threats upon their initial occurrence. This adaptive learning capability enhances its effectiveness in proactively addressing emerging security challenges within an increasingly complex technological landscape.

Onyx serves as a robust AI control platform designed for the discovery, protection, governance, optimization, and evaluation of AI agents and models within an organization. It provides crucial visibility for security, governance, and AI teams into both authorized and unauthorized AI activities across various environments, including SaaS applications, cloud services, endpoints, and code, encompassing aspects such as prompts, responses, and agent behaviors. The AI Security feature enhances the organization's security posture by pinpointing vulnerabilities and implementing real-time safeguards against potential threats and misuse. Meanwhile, AI Governance ensures compliance with security standards and regulatory mandates by offering opt-in coverage and allowing policy controls to be articulated in natural language. Additionally, AI Orchestration streamlines the process of deploying agents and Multi-Cloud Platforms (MCPs), while optimizing for cost, accuracy, and latency. The AI ROI component facilitates the measurement of adoption, the establishment of objectives, and the tracking of results across various departments within the organization. Furthermore, the Onyx Guardian Agent functions as an overseeing AI, perpetually identifying risks and resolving issues throughout the platform, thereby enabling organizations to effectively manage a large number of agents seamlessly. Ultimately, Onyx empowers businesses to harness the full potential of AI while maintaining control and oversight.

WitnessAI builds the guardrails to make AI productive, safe, and usable. Our platform allows enterprises the freedom to innovate, while enjoying the power of generative artificial intelligence, without compromising on privacy or security. With full visibility of applications and usage, you can monitor and audit AI activity. Enforce a consistent and acceptable use policy for data, topics, usage, etc. Protect your chatbots, employee activity, and data from misuse and attack. WitnessAI is building an international team of experts, engineers and problem solvers. Our goal is to build an industry-leading AI platform that maximizes AI's benefits while minimizing its risks. WitnessAI is a collection of security microservices which can be deployed in your environment on-premise, in a sandbox in the cloud, or within your VPC to ensure that data and activity telemetry remain separate from other customers. WitnessAI, unlike other AI governance solutions provides regulatory separation of your information.

Openlayer is the enterprise AI governance platform for discovering, testing, monitoring, securing, and governing AI systems from development through production. Openlayer brings AI evaluation, observability, guardrails, compliance, gateway enforcement, and cost controls into one platform.

Although not every model possesses the same quality, it is crucial for all models to have governance in place to promote responsible and ethical decision-making within an organization. The IBM® watsonx.governance™ toolkit for AI governance empowers you to oversee, manage, and track your organization's AI initiatives effectively. By utilizing software automation, it enhances your capacity to address risks, fulfill regulatory obligations, and tackle ethical issues related to both generative AI and machine learning (ML) models. This toolkit provides access to automated and scalable governance, risk, and compliance instruments that encompass aspects such as operational risk, policy management, compliance, financial oversight, IT governance, and both internal and external audits. You can proactively identify and mitigate model risks while converting AI regulations into actionable policies that can be enforced automatically, ensuring that your organization remains compliant and ethically sound in its AI endeavors. Furthermore, this comprehensive approach not only safeguards your operations but also fosters trust among stakeholders in the integrity of your AI systems.

Lasso is an enterprise AI security platform built to secure AI agents, generative AI applications, and emerging agentic systems across complex business environments. The solution delivers end-to-end visibility into AI deployments by discovering, cataloging, and continuously monitoring AI assets throughout their lifecycle. Organizations can use the platform to identify models, prompts, tools, guardrails, and configurations while maintaining an up-to-date inventory of AI resources. Automated AI red teaming capabilities help uncover vulnerabilities, weaknesses, and attack vectors before they can be exploited in production environments. Runtime enforcement mechanisms monitor interactions in real time, ensuring AI systems operate within approved policies and security boundaries. The platform’s intent-based analysis approach helps detect threats that traditional security tools may miss due to the non-deterministic nature of AI behavior. Lasso also supports AI detection and response workflows that help security teams investigate incidents and mitigate risks more effectively. Enterprise-ready performance, scalability, and governance features make the platform suitable for organizations adopting AI at scale. By providing continuous visibility, protection, and risk management, Lasso helps businesses innovate confidently while reducing exposure to AI-related threats.

ExamOnline is an indigenous platform that provides End-to-End online examination and assessment solutions. It is a comprehensive assessment tool that can be used to evaluate test-takers in various environments such as campus recruitments, entrance tests, and hiring. Remote Proctor software from ExamOnline allows examiners and invigilators to conduct online exams without fear of cheating. It uses live AI proctoring and automated to create a secure environment for conducting exams. Automated authorization, facial detection, as well as audio analytics are some of the key features. These are the key features: Scalable & Secure Cloud platform. Multi-Platform Delivery Mechanism Highly configurable solution. Audit Ready & Legally Compliant. Dual Camera Monitoring. Auto Fairness Score. Artificial Intelligence enables mobile, book and other object detection. Take a break.

CloudEagle.ai is an AI-powered SaaS Management, AI Governance, and Identity Governance platform that helps organizations discover, govern, and optimize every SaaS and AI application across the enterprise, including applications outside traditional SSO or IT visibility.

Fiddler is a pioneer in enterprise Model Performance Management. Data Science, MLOps, and LOB teams use Fiddler to monitor, explain, analyze, and improve their models and build trust into AI. The unified environment provides a common language, centralized controls, and actionable insights to operationalize ML/AI with trust. It addresses the unique challenges of building in-house stable and secure MLOps systems at scale. Unlike observability solutions, Fiddler seamlessly integrates deep XAI and analytics to help you grow into advanced capabilities over time and build a framework for responsible AI practices. Fortune 500 organizations use Fiddler across training and production models to accelerate AI time-to-value and scale and increase revenue.

OneTrust AI Governance is a comprehensive tool designed to safeguard the return on investment in artificial intelligence by converting AI-related risks into actionable controls, thereby enabling teams to effectively govern while maintaining agility. It bridges the gap between enterprise governance and technical realities, allowing organizations to accelerate AI implementation, mitigate risks, and uphold trust as AI technologies advance in real-world applications. The platform assists teams in organizing their AI systems and evaluating risks through a central inventory that tracks models, datasets, agents, and vendors, while also designating ownership, lifecycle status, and understanding interdependencies of components. By utilizing global frameworks such as the EU AI Act, NIST, and ISO 42001, it standardizes the process of identifying AI risks and features automated workflows for risk categorization based on use cases, systems, or components, along with mapped risk and control frameworks for continuous compliance. Additionally, OneTrust enhances the efficiency of approvals, attestations, scoping, evidence collection, and reporting that is ready for audits through customizable intake and approval workflows. This ensures that organizations can maintain a robust governance structure while swiftly adapting to the fast-evolving landscape of AI technologies.

DueDel is a next-generation AI risk intelligence platform designed to streamline due diligence by automating research and surfacing early warning signals across financial, legal, and reputational domains. Powered by advanced NLP and sentiment analysis, the system identifies subtle risk patterns that traditional manual research often misses. Users can run comprehensive scans by entering their target entity and keywords, after which DueDel generates consolidated reports featuring red flags, stakeholder mapping, litigation traces, and tone analytics. Executive summaries turn complex findings into actionable insights, allowing leadership teams to make confident decisions more quickly. DueDel reduces manual research time by up to 80%, enabling analysts to focus on strategy rather than data gathering. It integrates easily with existing workflows, making it suitable for investment firms, compliance departments, and risk management teams. The platform is backed by founders with deep expertise in AI safety, LLM research, and financial risk governance. Award recognition and partnerships with major financial institutions highlight its credibility in transforming modern risk intelligence.

The AI Governance platform efficiently identifies and catalogs AI assets, streamlines compliance processes, mitigates AI-related risks, and provides ongoing assessments of model performance, ensuring the reliability, safety, and audit readiness of deployed AI systems. This advanced platform leverages AI technology to map over thirty international regulations, assess AI-specific risks, analyze model performance instantaneously, and create compliance documentation that meets audit standards, among other features. The Adeptiv AI Governance Dashboard serves as a comprehensive intelligence hub tailored for superior oversight of AI initiatives across enterprises. By aggregating all essential governance indicators into a unified, real-time dashboard, it offers insights into the total number of AI applications, compliance advancements, success and failure rates, submission rates of evidence, and trends in adoption across different business units. Additionally, the platform enhances risk management by providing in-depth perspectives on risk levels, distribution of severity, and trends in resolution, allowing teams to swiftly focus on areas that have the most significant impact on the organization’s AI strategy. Overall, this platform is crucial for organizations aiming to maintain a high standard of accountability and performance in their AI operations.

FairPact AI is an intelligent contract analysis solution designed to uncover hidden pitfalls in contracts before you commit. Whether it’s employment agreements, NDAs, leases, or service contracts, FairPact AI highlights clauses that could lead to financial loss or legal entanglements. The platform personalizes analysis based on your priorities, providing realistic scenario breakdowns and key questions to raise. Unlike generic tools like ChatGPT, FairPact AI uses advanced document parsing and hallucination mitigation algorithms to ensure trustworthy and precise contract interpretation. This reduces time and costs spent on basic contract reviews, allowing legal counsel to focus on strategic advice. Users can upload PDFs and receive instant, clear reports to guide confident negotiations. FairPact AI’s easy-to-understand explanations help remove anxiety around complex legal jargon. It is built by a team of academic researchers and AI experts dedicated to safe and accurate AI solutions.

FairPlay introduces the pioneering Fairness-as-a-Service™ solution tailored for the financial sector. Utilizing advanced AI tools, we evaluate your automated decision-making models within minutes to enhance both equity and profitability. Our resources include five comprehensive Fact Sheets that explore the mortgage fairness landscape for female, black, Hispanic, millennial, and baby boomer applicants. To create these insights, FairPlay™ meticulously examined publicly available data from the Home Mortgage Disclosure Act Database for the year 2020. Our analysis focused exclusively on individuals applying to purchase new homes, excluding those seeking refinancing or lines of credit. We calculated the Adverse Impact Ratio (AIR) for every county across the U.S. and extended our assessment to encompass AIR values for 20 prominent metropolitan areas. FairPlay™ highlights inconsistencies in your decision-making systems, offering strategies to boost both profitability and fairness, thereby demonstrating to customers, regulators, and the wider community your commitment to equitable practices. Our approach not only aligns with regulatory standards but also builds trust within the communities you serve.

Create, execute, and oversee AI models while enhancing decision-making at scale across any cloud infrastructure. IBM Watson Studio enables you to implement AI seamlessly anywhere as part of the IBM Cloud Pak® for Data, which is the comprehensive data and AI platform from IBM. Collaborate across teams, streamline the management of the AI lifecycle, and hasten the realization of value with a versatile multicloud framework. You can automate the AI lifecycles using ModelOps pipelines and expedite data science development through AutoAI. Whether preparing or constructing models, you have the option to do so visually or programmatically. Deploying and operating models is made simple with one-click integration. Additionally, promote responsible AI governance by ensuring your models are fair and explainable to strengthen business strategies. Leverage open-source frameworks such as PyTorch, TensorFlow, and scikit-learn to enhance your projects. Consolidate development tools, including leading IDEs, Jupyter notebooks, JupyterLab, and command-line interfaces, along with programming languages like Python, R, and Scala. Through the automation of AI lifecycle management, IBM Watson Studio empowers you to build and scale AI solutions with an emphasis on trust and transparency, ultimately leading to improved organizational performance and innovation.

SolasAI is a software solution designed to identify and eliminate bias and discrimination within customer decision-making models. It is applicable in various sectors, including credit and insurance underwriting, predictive marketing, healthcare, and employment, among others. Our platform offers enhanced trust and transparency in artificial intelligence, machine learning, and conventional statistical models. If you find yourself frustrated with costly consultants who often disagree, leaving your overburdened data scientists to tackle the challenging aspects of problem-solving, then SolasAI is the ideal choice for you. We stay up-to-date with the latest rulings and directives from courts, regulatory bodies, and lawmakers, along with the forefront of technology advancements in AI and fairness. This comprehensive approach is integrated into SolasAI, relieving you from the burden of navigating these complexities alone, allowing you to focus on making informed decisions and improving your operations effectively.

RiskExec is an innovative cloud-based platform designed for compliance reporting, risk management, and analysis, specifically tailored for financial institutions to streamline their regulatory compliance duties. By automating tasks such as data cleansing, analytics, reporting, and visualization, it effectively addresses requirements like the Home Mortgage Disclosure Act (HMDA), Community Reinvestment Act (CRA), Fair Lending, Fair Servicing, Redlining, and the Small Business Lending Rule (1071 SBL). This modular, web-based software efficiently processes and cleans various lending and servicing data, incorporates geocoding and sophisticated multi-layered mapping, and provides immediate, ready-to-use analyses and reports that facilitate exam preparedness, benchmarking against peers, setting goals, and identifying risks proactively across different portfolios. RiskExec’s robust analytics suite features regression analysis and match pair testing to uncover disparate impacts, interactive maps to evaluate geographic performance, automated checks for data validation and quality, and personalized dashboards that cater to specific user needs. With its comprehensive tools, RiskExec empowers institutions to navigate the complexities of compliance while enhancing their overall risk management strategies.

Palo Alto Networks Cortex Agentic Endpoint Security (AES) is an endpoint protection and AI security governance platform designed to secure autonomous agents, developer tools, and software components across enterprise devices. The software provides continuous discovery of AI applications, local language models, MCP servers, browser extensions, IDE plugins, and open-source packages that may introduce security risks. Its AI-native visibility capabilities help security teams identify unauthorized software and previously unmanaged AI tools operating within their environments. Context-aware risk analysis evaluates application behavior, permissions, software supply chain relationships, and access to sensitive resources. The platform maintains an AI Context Graph that connects discovered assets with relevant security information to support risk assessment and investigation. Governance tools allow administrators to establish security policies, restrict unsafe interactions, and remove insecure packages or extensions. Runtime protection monitors autonomous agent activity and blocks prohibited actions, malicious downloads, prompt injection attempts, and potential data exfiltration. Cortex AES integrates with Cortex XDR and Prisma AIRS to combine endpoint monitoring with AI application security and threat prevention capabilities. Organizations can deploy the solution as a standalone security product or alongside existing endpoint security infrastructure, with optional managed protection and investigation services from Palo Alto Networks Unit 42.

Singulr is a comprehensive platform designed for enterprise AI governance and security, providing a cohesive control framework that aids organizations in discovering, securing, and optimizing their AI implementations on a large scale. By tackling the widening gap between the rapid deployment of AI technologies and the constraints of governance, it offers unparalleled visibility into all AI systems utilized within the organization, which includes custom applications, integrated AI solutions, public tools, and shadow AI that often evade detection by security teams. It systematically identifies and catalogs AI resources throughout the organization, creating a real-time inventory of agents, models, and services while evaluating their associated risks through thorough contextual assessments of data management, model lineage, vulnerabilities, and compliance requirements. The platform's intelligence layer, Singulr Pulse, processes millions of AI systems, assigns risk ratings, and facilitates automated onboarding processes that significantly shorten approval timelines from weeks to mere hours, all while ensuring robust security measures are in place. This innovative approach not only enhances the efficiency of AI adoption but also empowers organizations to maintain a strong governance framework as they navigate the complexities of AI integration.

RATA Associates, a prominent provider of HMDA/CRA products and services within the lending compliance sector, ventured into the Fair Lending market with the introduction of Comply Fair Lending in 2004. This comprehensive software solution is designed in accordance with the Fair Lending Examination Procedures established by the FFIEC (Federal Financial Institutions Examination Council) and CFPB (Consumer Financial Protection Bureau), making it an efficient and economical tool for assessing potential risks in lending practices. The Comply Suite stands out as the most advanced, user-friendly, and cost-effective option available for Fair Lending risk assessment. Furthermore, Comply features a completely customizable scorecard editor that allows users to modify pre-existing templates or create entirely new ones from the ground up. Each of our scorecards is fully interactive, enabling users to delve into application data or initiate an automatic file review simply by clicking on a specific cell, enhancing the overall user experience and efficiency. This innovative approach not only simplifies compliance monitoring but also empowers lenders to proactively address potential Fair Lending issues.

Both AI and non-AI models require effective risk management and oversight to function optimally. Fairly offers a continuous monitoring system designed for robust model governance and oversight. This platform facilitates seamless collaboration between risk and compliance teams alongside data science and cyber security professionals, ensuring that models maintain reliability and security standards. Fairly provides a straightforward approach to staying current with policies and regulations related to the procurement, validation, and auditing of non-AI, predictive AI, and generative AI models. The model validation and auditing process is streamlined by Fairly, which grants direct access to ground truth in a controlled environment for both in-house and third-party models, all while minimizing additional burdens on development and IT teams. This ensures that Fairly's platform not only promotes compliance but also fosters secure and ethical modeling practices. Furthermore, Fairly empowers teams to effectively identify, assess, and monitor risks while also reporting and mitigating compliance, operational, and model-related risks in alignment with both internal policies and external regulations. By incorporating these features, Fairly reinforces its commitment to maintaining high standards of model integrity and accountability.

Akto is an open source, instant API security platform that takes only 60 secs to get started. Akto is used by security teams to maintain a continuous inventory of APIs, test APIs for vulnerabilities and find runtime issues. Akto offers tests for all OWASP top 10 and HackerOne Top 10 categories including BOLA, authentication, SSRF, XSS, security configurations, etc. Akto's powerful testing engine runs variety of business logic tests by reading traffic data to understand API traffic pattern leading to reduced false positives. Akto can integrate with multiple traffic sources - Burpsuite, AWS, postman, GCP, gateways, etc.

Tumeryk Inc. focuses on cutting-edge security solutions for generative AI, providing tools such as the AI Trust Score that facilitates real-time monitoring, risk assessment, and regulatory compliance. Our innovative platform enables businesses to safeguard their AI systems, ensuring that deployments are not only reliable and trustworthy but also adhere to established policies. The AI Trust Score assesses the potential risks of utilizing generative AI technologies, which aids organizations in complying with important regulations like the EU AI Act, ISO 42001, and NIST RMF 600.1. This score evaluates the dependability of responses generated by AI, considering various risks such as bias, susceptibility to jailbreak exploits, irrelevance, harmful content, potential leaks of Personally Identifiable Information (PII), and instances of hallucination. Additionally, it can be seamlessly incorporated into existing business workflows, enabling companies to make informed decisions on whether to accept, flag, or reject AI-generated content, thereby helping to reduce the risks tied to such technologies. By implementing this score, organizations can foster a safer environment for AI deployment, ultimately enhancing public trust in automated systems.

Trail ML serves as an AI governance copilot platform designed to assist organizations in establishing reliable, compliant, and transparent AI systems by automating tedious governance and documentation activities. It consolidates a variety of essential functions such as AI registry management, policy formulation, risk assessment, automated documentation, development oversight, audit trails, and compliance workflows into a single system, allowing teams to effectively categorize and monitor all AI applications, trace decisions from initial data and model stages to final outcomes, and minimize the burden of manual documentation and governance tasks. Additionally, it incorporates various governance frameworks and templates, facilitates the development of tailored AI policies, and aids teams in recognizing and addressing risks while preparing for audits and adhering to standards like ISO 42001, as well as regulations such as the EU AI Act. Trail employs a combination of curated knowledge, risk libraries, and AI-driven automation to manage governance responsibilities, convert regulatory mandates into actionable tasks, and enhance collaboration among stakeholders, ultimately fostering a more efficient governance environment. By streamlining these processes, organizations can focus more on innovation and less on compliance concerns.

Azure Machine Learning Studio enables organizations to streamline the entire machine learning lifecycle from start to finish. Equip developers and data scientists with an extensive array of efficient tools for swiftly building, training, and deploying machine learning models. Enhance the speed of market readiness and promote collaboration among teams through leading-edge MLOps—akin to DevOps but tailored for machine learning. Drive innovation within a secure, reliable platform that prioritizes responsible AI practices. Cater to users of all expertise levels with options for both code-centric and drag-and-drop interfaces, along with automated machine learning features. Implement comprehensive MLOps functionalities that seamlessly align with existing DevOps workflows, facilitating the management of the entire machine learning lifecycle. Emphasize responsible AI by providing insights into model interpretability and fairness, securing data through differential privacy and confidential computing, and maintaining control over the machine learning lifecycle with audit trails and datasheets. Additionally, ensure exceptional compatibility with top open-source frameworks and programming languages such as MLflow, Kubeflow, ONNX, PyTorch, TensorFlow, Python, and R, thus broadening accessibility and usability for diverse projects. By fostering an environment that promotes collaboration and innovation, teams can achieve remarkable advancements in their machine learning endeavors.

Mindgard is an automated AI red teaming and offensive security platform purpose-built for AI systems and agents. It continuously red teams models, agents, and applications to find the vulnerabilities most likely to cause a breach, validates whether guardrails and controls hold, and shows security and engineering teams how to close each gap. Tests emulate real attacker behavior across prompt injection, jailbreaks, data extraction, poisoning, and agentic tool abuse, with findings mapped to OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, and the EU AI Act. Mindgard cuts AI risk assessment from weeks to hours and supports continuous compliance as AI systems change. Modules: AI Discovery & Recon, AI Red Teaming, AI Assessment, AI Runtime Protection, Model Scanning, AI Governance & Compliance.

TrojAI is a comprehensive AI security solution built to address the unique risks associated with generative AI, large language models, and autonomous AI agents. The platform helps organizations identify, assess, and mitigate vulnerabilities before AI systems are deployed into production environments. Through its security testing capabilities, TrojAI uncovers weaknesses that could lead to prompt injection, data leakage, jailbreak attacks, tool misuse, or unauthorized behavior. Runtime protection features continuously monitor AI applications and agent activities to detect and block threats as they occur. The platform also helps organizations align with security frameworks such as OWASP, NIST, and MITRE, simplifying governance and compliance initiatives. TrojAI Detect focuses on securing AI models during development and testing phases, helping teams strengthen models before release. TrojAI Defend provides real-time protection for deployed AI systems, reducing the risk of operational disruptions and security incidents. Flexible deployment options allow organizations to integrate the platform into cloud, hybrid, or self-hosted environments while maintaining control over sensitive data. By combining proactive testing with continuous monitoring, TrojAI helps enterprises build and operate secure AI ecosystems.

Protect AI conducts comprehensive security assessments throughout your machine learning lifecycle, ensuring that your AI applications and models are both secure and compliant. It is crucial for enterprises to comprehend the distinct vulnerabilities present in their AI and ML systems throughout the entire lifecycle and to take swift action to mitigate any potential risks. Our offerings deliver enhanced threat visibility, effective security testing, and robust remediation strategies. Jupyter Notebooks serve as an invaluable resource for data scientists, enabling them to explore datasets, develop models, assess experiments, and collaborate by sharing findings with colleagues. These notebooks encompass live code, visualizations, data, and explanatory text, but they also present various security vulnerabilities that existing cybersecurity solutions may not adequately address. NB Defense is a complimentary tool that swiftly scans individual notebooks or entire repositories to uncover common security flaws, pinpoint issues, and provide guidance on how to resolve them effectively. By utilizing such tools, organizations can significantly enhance their overall security posture while leveraging the powerful capabilities of Jupyter Notebooks.

Controllo is an advanced Governance, Risk, and Compliance (GRC) platform that leverages artificial intelligence to integrate data, tools, and teams, facilitating a more efficient audit and compliance workflow while minimizing both timelines and expenses. The platform delivers a thorough approach to GRC management, equipping information security teams with a holistic perspective on compliance across diverse frameworks, which are interconnected, along with comprehensive risk assessments and control measures. Featuring intuitive dashboards that provide real-time insights, Controllo integrates effortlessly with ticketing systems such as Jira and ServiceNow, as well as communication platforms, to enhance effective risk management. By focusing on prioritizing vulnerabilities based on their real-world cyber risk implications instead of mere technical severity ratings, it empowers organizations to make informed mitigation choices that uphold regulatory standards. Additionally, Controllo accommodates a variety of compliance frameworks, ensuring flexibility and adaptability for its users. This comprehensive solution ultimately helps organizations navigate the complexities of risk and compliance more effectively.

Proctor AI redefines academic assessment by combining handwriting recognition, plagiarism detection, and bulk evaluation into one seamless platform. Using advanced OCR and intelligent scoring, it delivers precise and unbiased results for handwritten assignments. Teachers can create assignments, receive student uploads, and evaluate hundreds of submissions in minutes. Institutions benefit from standardized grading, academic integrity safeguards, and centralized reporting. Students receive instant feedback, helping them track improvement and address learning gaps. Beyond grading, Proctor AI includes unique question generation, diagram evaluation, and detailed analytics for both individual and group performance. The platform supports fair, consistent evaluation across departments while drastically reducing administrative workloads. Built for scale, it serves educators, universities, and learning platforms seeking accuracy, efficiency, and transparency in assessment.

Prompt Security allows businesses to leverage Generative AI while safeguarding against various risks that could affect their applications, workforce, and clientele. It meticulously evaluates every interaction involving Generative AI—ranging from AI applications utilized by staff to GenAI features integrated into customer-facing services—ensuring the protection of sensitive information, the prevention of harmful outputs, and defense against GenAI-related threats. Furthermore, Prompt Security equips enterprise leaders with comprehensive insights and governance capabilities regarding the AI tools in use throughout their organization, enhancing overall operational transparency and security. This proactive approach not only fosters innovation but also builds trust with customers by prioritizing their safety.

Pillar Security serves as a comprehensive AI security platform designed to safeguard the agentic workforce throughout the entire AI lifecycle, encompassing stages from development to deployment and ongoing runtime protection. By integrating business context during phases of discovery, testing, and protection, it ensures that security intelligence accumulates across various AI applications, including agents, models, prompts, frameworks, tools, MCP servers, skills, coding agents, and both SaaS and cloud environments. The platform enables organizations to identify and manage AI assets effectively, even those that are unapproved or fall under shadow AI, while also evaluating risks related to supply chain and overall security posture. Additionally, it maps out the attack surfaces associated with agentic systems and verifies critical vulnerabilities that need addressing. With its AI Security Posture Management features, Pillar scrutinizes interconnected agents, tools, permissions, data sources, prompts, models, and supply chain elements to reveal high-risk pathways, policy breaches, misconfigurations, and potential threats posed by coding agents, all of which enhance the understanding of the impact when a single component encounters a breach. Ultimately, Pillar Security empowers organizations to maintain a robust security framework while navigating the complexities of AI technology.

Lakera Guard enables organizations to develop Generative AI applications while mitigating concerns related to prompt injections, data breaches, harmful content, and various risks associated with language models. Backed by cutting-edge AI threat intelligence, Lakera’s expansive database houses tens of millions of attack data points and is augmented by over 100,000 new entries daily. With Lakera Guard, the security of your applications is in a state of constant enhancement. The solution integrates top-tier security intelligence into the core of your language model applications, allowing for the scalable development and deployment of secure AI systems. By monitoring tens of millions of attacks, Lakera Guard effectively identifies and shields you from undesirable actions and potential data losses stemming from prompt injections. Additionally, it provides continuous assessment, tracking, and reporting capabilities, ensuring that your AI systems are managed responsibly and remain secure throughout your organization’s operations. This comprehensive approach not only enhances security but also instills confidence in deploying advanced AI technologies.

The NVIDIA Open Agent Safety Platform serves as an open reference framework designed to monitor and manage the behavior of AI agents continuously, ensuring that organizations can maintain agents that are isolated, observable, auditable, and operate within set boundaries. This platform integrates real-time governance, ongoing threat detection, and the enforcement of policies through hardware isolation, providing robust protection for enterprise AI agents from the initial testing phases all the way to deployment. The NVIDIA OpenShell contributes to this by offering an open-source runtime that differentiates the execution of agents from their access to data, tools, and outside systems, utilizing sandboxed environments and a zero-trust policy approach to strictly regulate agents' visibility, actions, and interactions. Policies are enforced externally to the agent process, effectively mitigating the risks associated with unpredicted behavior. Furthermore, NVIDIA Sentry enhances security by adding an extra layer that meticulously monitors agent requests and responses, verifies agent identities, and continuously manages access to data, tools, APIs, and services while also having the capability to isolate agents when necessary. This comprehensive approach ensures that organizations can safeguard their AI agents while promoting a secure and controlled operational environment.

FairMate, a creation of the company dimedis, which stands for "digital media distribution," is a medium-sized IT firm based in Cologne and established in 1996. Our expertise lies in crafting software and platform solutions that focus on two key areas: Smart Retail and Smart Fair. Among our notable products are the digital signage software "kompas," the visitor management tool for trade fairs and events known as "FairMate," and the innovative fully automated admission control system "ViCo." We proudly serve a diverse range of clients, which includes well-known names like Snipes, XXXL Lutz, Messe Düsseldorf, koelnmesse, EnBW, and the Cologne Zoo, among others. FairMate Business Intelligence serves as a powerful tool for visualizing intricate data, acting as your primary hub for crucial information. It simplifies complex statistics, presenting all relevant data clearly on a dashboard that is accessible even on mobile devices, ensuring that you can stay informed no matter where you are. This seamless integration of information empowers users to make informed decisions quickly and efficiently.

Snapper serves as a comprehensive security platform for AI agents, aimed at ensuring thorough governance and protection for organizations that utilize AI across various applications, networks, and systems. It implements runtime enforcement by scrutinizing every action an agent takes, such as tool interactions, API calls, and data access requests, prior to execution, utilizing a multi-layered policy-driven rule engine. Additionally, Snapper provides a holistic view of AI activity by analyzing network traffic, browser usage, DNS queries, and running processes to uncover unauthorized tools and hidden AI applications. It also proactively intercepts outgoing large language model requests via SDK wrappers and a network proxy, allowing it to assess, redact, and document sensitive information in real time. Enhancing its security features, Snapper possesses sophisticated threat detection mechanisms that can recognize prompt injection tactics, exploit chains, unusual behaviors, and complex attack patterns, leveraging behavioral baselines, kill chain analysis, and a composite trust scoring system for robust protection. Ultimately, Snapper represents a critical asset for organizations seeking to navigate the risks associated with AI deployment while maintaining operational integrity.

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