Fairly Alternatives

Build, deploy, and scale machine learning (ML) models faster, with fully managed ML tools for any use case. Through Vertex AI Workbench, Vertex AI is natively integrated with BigQuery, Dataproc, and Spark. You can use BigQuery ML to create and execute machine learning models in BigQuery using standard SQL queries on existing business intelligence tools and spreadsheets, or you can export datasets from BigQuery directly into Vertex AI Workbench and run your models from there. Use Vertex Data Labeling to generate highly accurate labels for your data collection.

LogicGate’s leading GRC process automation platform, Risk Cloud™, enables organizations to transform disorganized risk and compliance operations into agile process applications, without writing a single line of code. LogicGate believes that flexible, easy-to-use enterprise technology can change the trajectory of organizations and the lives of their employees. We are dedicated to transforming the way companies manage their governance, risk, and compliance (GRC) programs, so they can manage risk with confidence. LogicGate’s Risk Cloud platform and cloud-based applications, combined with raving fan service and expertly crafted content, enable organizations to transform disorganized risk and compliance operations into agile processes, without writing a single line of code.

With ClusterSeven Shadow IT Manager, gain control over the hidden spreadsheets and other data assets that put your enterprise at risk. Discover and manage the hidden, sensitive spreadsheets, applications, and data assets that lie outside of IT’s control – and create risk. Now you can easily and efficiently capture and maintain an inventory of the files your organization relies upon and monitor who’s making changes, helping you meet audit and compliance requirements and prevent problems before they impact your enterprise. Classify the risks associated with your newly discovered EUC files and organize them in a centralized database. Once you’ve established the spreadsheets your organization is using, you can carry out a deeper risk analysis on critical files using rules that matter to your business, such as the complexity of a formula or macro, use of sensitive terms in the file like “confidential,” inclusion of unprotected client or personal data, or the presence of hidden worksheets.

Go beyond compliance and build trust through transparency, choice, and control. People demand greater control of their data, unlocking an opportunity for organizations to use these moments to build trust and deliver more valuable experiences. We provide privacy and data governance automation to help organizations better understand their data across the business, meet regulatory requirements, and operationalize risk mitigation to provide transparency and choice to individuals. Achieve data privacy compliance faster and build trust in your organization. Our platform helps break down silos across processes, workflows, and teams to operationalize regulatory compliance and enable trusted data use. Build proactive privacy programs rooted in global best practices, not reactive to individual regulations. Gain visibility into unknown risks to drive mitigation and risk-based decision making. Respect individual choice and embed privacy and security by default into the data lifecycle.

Amazon SageMaker is a fully managed service that provides every developer and data scientist with the ability to build, train, and deploy machine learning (ML) models quickly. SageMaker removes the heavy lifting from each step of the machine learning process to make it easier to develop high quality models. Traditional ML development is a complex, expensive, iterative process made even harder because there are no integrated tools for the entire machine learning workflow. You need to stitch together tools and workflows, which is time-consuming and error-prone. SageMaker solves this challenge by providing all of the components used for machine learning in a single toolset so models get to production faster with much less effort and at lower cost. Amazon SageMaker Studio provides a single, web-based visual interface where you can perform all ML development steps. SageMaker Studio gives you complete access, control, and visibility into each step required.

While not all models are created equal, every model needs governance to drive responsible and ethical decision-making throughout the business. IBM® watsonx.governance™ toolkit for AI governance allows you to direct, manage and monitor your organization’s AI activities. It employs software automation to strengthen your ability to mitigate risks, manage regulatory requirements and address ethical concerns for both generative AI and machine learning (ML) models. Access automated and scalable governance, risk and compliance tools that cover operational risk, policy management, compliance, financial management, IT governance and internal or external audits. Proactively detect and mitigate model risks while translating AI regulations into enforceable policies for automatic enforcement.

Datatron offers tools and features built from scratch, specifically to make machine learning in production work for you. Most teams discover that there’s more to just deploying models, which is already a very manual and time-consuming task. Datatron offers single model governance and management platform for all of your ML, AI, and Data Science models in production. We help you automate, optimize, and accelerate your ML models to ensure that they are running smoothly and efficiently in production. Data Scientists use a variety of frameworks to build the best models. We support anything you’d build a model with ( e.g. TensorFlow, H2O, Scikit-Learn, and SAS ). Explore models built and uploaded by your data science team, all from one centralized repository. Create a scalable model deployment in just a few clicks. Deploy models built using any language or framework. Make better decisions based on your model performance.

ModelOp is the leading AI governance software that helps enterprises safeguard all AI initiatives, including generative AI, Large Language Models (LLMs), in-house, third-party vendors, embedded systems, etc., without stifling innovation. Corporate boards and C‑suites are demanding the rapid adoption of generative AI but face financial, regulatory, security, privacy, ethical, and brand risks. Global, federal, state, and local-level governments are moving quickly to implement AI regulations and oversight, forcing enterprises to urgently prepare for and comply with rules designed to prevent AI from going wrong. Connect with AI Governance experts to stay informed about market trends, regulations, news, research, opinions, and insights to help you balance the risks and rewards of enterprise AI. ModelOp Center keeps organizations safe and gives peace of mind to all stakeholders. Streamline reporting, monitoring, and compliance adherence across the enterprise.

FairNow equips organizations with all the AI governance tools they need to ensure global compliance and manage AI risk. Loved by CPOs, CAIOs, risk management, and legal professionals, FairNow's features are simplified, centralized, and empowering for the entire team. FairNow’s platform continuously monitors AI models to ensure that every model is fair, compliant, and audit-ready. Top features include: - Intelligent AI Risk Assessments: Conduct real-time assessments of AI models, using their deployment locations to highlight possible reputational, financial, and operational risks. - Hallucination Detection: Proactively detect errors and unexpected answers. - Automated Bias Evaluations: Automate bias evaluations and mitigate algorithmic bias as it happens. Plus: - AI Inventory - Centralized Policy Center - Roles and Controls FairNow’s AI governance platform helps organizations build, buy, and deploy AI with complete confidence.

An AI governance platform designed by lawyers with regulatory expertise, tailored to your use cases and policies. Businesses must learn to navigate and comply with new legislation and guidelines. Organizations risk losing customer trust and a breakdown in product engagement if AI malfunctions. Teams must deal with increasingly complex AI systems, with more use cases than ever. Monitor compliance of your AI systems through our assessments and live model controls. Alert users to mitigate potential issues or risks. Implementing good AI governance practices can be time-consuming. Leverage built-in automation to import model data and artifacts, and review and update documentation. Understand AI compliance across your organization. Provide senior stakeholders with the full picture of their AI compliance to make strategic decisions and share reports for curated audiences. We offer a complete set of policies that ensure legal and regulatory compliance through pre-configured assessments.

ValidMind is the most efficient solution for organizations to automate testing, documentation, and risk management for AI and statistical models. The ValidMind platform is a suite of tools helping data scientists, businesses, and risk/compliance stakeholders identify and document potential risks in their AI models, and ensure they deliver on expected regulatory outcomes. Our integrated platform makes it easy to review risk areas across all your teams' models and prioritize areas for compliance and risk mitigation. ValidMind enables organizations to break down information silos and reduce the complexity associated with sharing and collaborating on model documentation, validation reports, and risk findings through the model lifecycle.

While others fear risk, we embrace it. With offices in Los Angeles, London and Sydney, Protecht redefines the way people think about risk management. We help companies increase performance and achieve strategic objectives through better understanding, monitoring and management of risk. Protecht provides a complete solution comprised of world-class risk management, compliance, training and advisory services to businesses that need to manage non-financial risks and regulatory compliance, as well as regulators and governments around the world. With our flagship Protecht ERM no-code SaaS platform you can dynamically manage all enterprise risks in a single place: - Risk Assessment, RCSA, and risk registers - Compliance management - Incident management - Internal audit - Dashboard summaries of Key Risk Indicators (KRIs), Key Control Indicators (KCIs), and Key Performance Indicators (KPIs) - For ERM, vendor (TPRM & VRM), cyber & IT, model & AI, operational resilience & BCM

Standardize your AI governance efforts across diverse stakeholders, ensure regulatory readiness of your governance processes, and measure and manage your AI risks and compliance. Go from fragmented teams and processes to a centralized repository of trusted governance that makes it easy to ensure all of your AI/ML projects are being governed effectively. Stay up-to-date with the latest regulations and standards with AI Policy Packs that meet current and emerging regulations. Credo AI is an intelligence layer that sits on top of your AI infrastructure and translates technical artifacts into actionable risk & compliance insights for product leaders, data scientists, and governance teams. Credo AI is an intelligence layer that sits on top of your technical and business infrastructure and translates technical artifacts into risk and compliance scores.

Streamline your model lifecycle with confidence, and automate real-time model validation and monitoring through our AI-driven model risk management technology- the Chiron MRM Platform. Model validation can be a lengthy and costly process. With our enterprise risk management technology, our Clients are able to reduce the cost of model validation by a factor of 10. Chiron’s monitoring functionality allows for the early detection of model failure, leading to better models and lower capital requirements. To trust models as drivers of decisions, you need to have a transparent and auditable view of the models used within your organization. Chiron Enterprise offers a customizable model inventory to keep track of all models throughout their lifecycle and a configurable workflow engine to streamline processes. Scale your model risk activities while enforcing structured and consistent workflows within your teams.

CIMCON Software minimizes operational risks inherent in end-user computing (EUC) files. Risks include regulatory reporting errors, non-compliance, cyber risk, and fraud. EUCs include documents such as spreadsheets, models, Access databases, scripted applications using VBScript, R, Python and self-service analytics tools such as Tableau and QlikView. Banks rely heavily on end-user computing applications (EUCs) such as Excel spreadsheets and scripts for day to day operations because they allow users to react quickly to changing market conditions or regulations. Whether they are used for creating financial models, finance, accounting or complying with regulatory requirements, they need to be managed effectively. CIMCON Software offers solutions that create an inventory of all EUCs in your organization, identify the most critical files, detect errors; provide a visual map of data dependencies, and provide on-going monitoring and control of your most important EUCs.

Focus is a central tool that improves model governance, transparency, efficiency and effectiveness. Focus ensures you adhere to best practice for regulatory requirements in a controlled, systemic way. Define and adhere to policy and process, with comprehensive records, reporting and remediation to help you stay on track. With easy, controlled access to all models, reports and documents and up to the minute status, tasks and actions dashboards, it also facilitates better prioritization and resource planning in a single practical solution. - Defined data and model dependencies and taxonomy - Centralised model inventory - Model risks reported and remediation plans tracked - Model lifecycle events and workflow management - Full audit trail, tracking and reporting - User configurable reporting and querying - Implementation flexibility

Our platform dynamically assesses and mitigates AI risks in models and datasets concerning bias, proxy bias and fairness. Our Responsible AI technology enables deeper visibility into AI models and makes them explainable and interpretable. Our research-based AI robustness assurance algorithms identify and mitigate risks related to lack of robustness. Our platform reviews AI landscape about various AI and MRM regulations and provides deeper risk analysis, comprehensive reporting, and automated remediation. AI risks across in-house AI systems as well as AI systems provided by third parties need to be assessed and remediated. SigmaRed platform enables comprehensive third-party AI risk management (AI TPRM) and rapidly reduces the cycle time of conducting AI risk assessments while providing deep visibility, control, stakeholder-based reporting, and detailed evidence repository.

Creating responsible AI is a business problem, not just a tech problem. We solve for the whole problem by bringing teams together onto one platform to mitigate risk, leverage your full potential, and turn intention into action. Uniting every stage of your AI/ML journey with cloud-based governance applications. GovernML is the kickstarter you need to bring good AI/ML systems into the world. We bring user-friendly workflows that document the lifecycle of your AI journey on one platform. That’s good news for your risk mitigation and your bottom line. Monitaur provides cloud-based governance applications that track your AI/ML models from policy to proof. We are SOC 2 Type II-certified to enhance your AI governance and deliver bespoke solutions on a single unifying platform. GovernML brings responsible AI/ML systems into the world. Get scalable, user-friendly workflows that document the lifecycle of your AI journey on one platform.

Enable observability to detect data and ML issues faster, deliver continuous improvements, and avoid costly incidents. Start with reliable data. Continuously monitor any data-in-motion for data quality issues. Pinpoint data and model drift. Identify training-serving skew and proactively retrain. Detect model accuracy degradation by continuously monitoring key performance metrics. Identify risky behavior in generative AI applications and prevent data leakage. Protect your generative AI applications are safe from malicious actions. Improve AI applications through user feedback, monitoring, and cross-team collaboration. Integrate in minutes with purpose-built agents that analyze raw data without moving or duplicating it, ensuring privacy and security. Onboard the WhyLabs SaaS Platform for any use cases using the proprietary privacy-preserving integration. Security approved for healthcare and banks.

Your program is one weak point away from missing critical risks. Risk models are getting more complicated as banks link sophisticated calculations, businesswide models, and model owners. Hazards could be hiding between model disconnects. But organizations don’t have to watch programs fracture. Crowe Model Risk Manager can provide a software platform to link model risk management from beginning to end. Centralized software with real-time visualization makes it easier to manage workflows, track issues, generate reports, and demonstrate compliance. Banks can move past spreadsheets and emails to a connected and comprehensive view. With our software solution, a better understanding of each aspect of your model risk management can become easily accessible and understandable. Model owners can see their responsibilities along with clear next steps and activity monitoring. Banks can set up automated actions and workflows to improve efficiency and keep the program moving.

Connected Risk allows your team to achieve all of your governance, risk, and compliance (GRC) needs in one single solution. Built off of our next-generation, low-code/no-code platform, EmpoweredNEXT, Connected Risk’s powerful backbone allows you to expand your solution with practical applications designed specifically around your team’s needs. Holistic and connected risk management is designed to manage your governance, risk, and compliance programs in an integrated lifecycle specifically for your organization. Trusted by top global organizations every day to manage their governance, risk, and compliance needs. Enterprise risk management equips your organization with the tools needed to benefit from both risk and disruption. Regulatory change management enables your compliance team to actively manage change in a connected and structured manner. Model risk management empowers your organization to create and maintain your model inventory using effective workflow management.

No matter how your financial institution prioritizes risk, SAS has proven methodologies and best practices to help you establish a risk-aware culture, optimize capital and liquidity, and meet regulatory demands. Put on-demand, high-performance risk analytics in the hands of your risk professionals to ensure greater efficiency and transparency. Strike the right balance between short- and long-term strategies. And confidently address changing regulatory requirements. SAS has proven methodologies and best practices to help you establish a risk-aware culture, optimize capital and liquidity, and efficiently meet regulatory demands. Deploy a broad range of scalable credit models to continuously manage your loan portfolios. Improve regulatory compliance and instill powerful balance sheet management capabilities. Simulate over multiple scenarios. Produce results faster with a richer analysis to inform business decision-making.

AI Cloud is a new approach built for the demands, challenges and opportunities of AI today. A single system of record, accelerating the delivery of AI to production for every organization. All users collaborate in a unified environment built for continuous optimization across the entire AI lifecycle. The AI Catalog enables seamlessly finding, sharing, tagging, and reusing data, helping to speed time to production and increase collaboration. The catalog provides easy access to the data needed to answer a business problem while ensuring security, compliance, and consistency. If your database is protected by a network policy that only allows connections from specific IP addresses, contact Support for a list of addresses that an administrator must add to your network policy (whitelist).

Fiddler is a pioneer in Model Performance Management for responsible AI. The Fiddler platform’s unified environment provides a common language, centralized controls, and actionable insights to operationalize ML/AI with trust. Model monitoring, explainable AI, analytics, and fairness capabilities address the unique challenges of building in-house stable and secure MLOps systems at scale. Unlike observability solutions, Fiddler 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, build trusted AI solutions, and increase revenue.

Accelerate the end-to-end machine learning lifecycle. Empower developers and data scientists with a wide range of productive experiences for building, training, and deploying machine learning models faster. Accelerate time to market and foster team collaboration with industry-leading MLOps—DevOps for machine learning. Innovate on a secure, trusted platform, designed for responsible ML. Productivity for all skill levels, with code-first and drag-and-drop designer, and automated machine learning. Robust MLOps capabilities that integrate with existing DevOps processes and help manage the complete ML lifecycle. Responsible ML capabilities – understand models with interpretability and fairness, protect data with differential privacy and confidential computing, and control the ML lifecycle with audit trials and datasheets. Best-in-class support for open-source frameworks and languages including MLflow, Kubeflow, ONNX, PyTorch, TensorFlow, Python, and R.

Model Edge enables the end-to-end model lifecycle while facilitating the management, development, validation and governance of your entire portfolio (including AI) – all in one place. Model Edge streamlines operations and helps you gain confidence in your program by providing the tools necessary to demonstrate model effectiveness (and explainability) to internal and external stakeholders alike. Model Edge provides extensive model recording and documentation features in a single, centralized environment. A holistic model inventory and audit trail also tracks historical and real-time changes and updates to models. Leverage a single cloud-based environment to manage each model’s end-to-end lifecycle from inception through implementation. Manage your model development and validation workflows and track progress within and across each program.

The Modelscape solution enables financial institutions to reduce the complexity of managing the lifecycle of financial models while improving model documentation, transparency, and compliance. By implementing the solution throughout the model lifecycle, you can use templated model workflows, automated documentation, and artifact linking. Scale algorithms, models, and apps both horizontally and vertically. Provide support for enterprise infrastructure, tooling, and languages such as Python, R, SAS, and MATLAB. Track issues across the model lifecycle with full model lineage, issue, and usage reporting. Use the executive dashboard for model data, custom algorithm execution, automated workflows, and web-based access to a comprehensive, auditable inventory of all models and dependencies. Develop, back-test, and document models and methodologies. Improve transparency, reproducibility, and reusability of models. Automatically generate model documentation and reports.

Solve daunting policy and procedure challenges with Mitratech's PolicyHub, a policy management platform. Complete and cost effective, PolicyHub has features such as policy management, automated knowledge assessments, audit, and reporting. PolicyHub gives an organization the edge it needs to demonstrate corporate responsibility and defensible compliance program. PolicyHub also enables users to create detailed reporting in real-time and instantly react to investigations or audits.

The EY Trusted AI Platform provides insights to organizations on the sources and drivers of risk and guides an AI design team in quantifying AI risks. The EY Trusted AI Platform uses interactive, web-based schematic and assessment tools to build the risk profile of an AI system. It then uses an advanced analytical model to convert the user responses to a composite score comprising technical risk, stakeholder impact, and control effectiveness of an AI system. To help determine technical risk, the platform evaluates the technical design of an AI system, measuring risk drivers that include its underlying technologies, technical operating environment, and level of autonomy. To help determine stakeholder risk, the platform considers the goals and objectives of the AI system. It also considers the financial, emotional, and physical impact on the external and internal users, as well as the reputational, regulatory, and legal risks.

The Holistic AI Governance Platform is a 360 solution for AI trust, risk, security, and compliance that empowers companies to adopt AI at scale.

Build, run and manage AI models, and optimize decisions at scale across any cloud. IBM Watson Studio empowers you to operationalize AI anywhere as part of IBM Cloud Pak® for Data, the IBM data and AI platform. Unite teams, simplify AI lifecycle management and accelerate time to value with an open, flexible multicloud architecture. Automate AI lifecycles with ModelOps pipelines. Speed data science development with AutoAI. Prepare and build models visually and programmatically. Deploy and run models through one-click integration. Promote AI governance with fair, explainable AI. Drive better business outcomes by optimizing decisions. Use open source frameworks like PyTorch, TensorFlow and scikit-learn. Bring together the development tools including popular IDEs, Jupyter notebooks, JupterLab and CLIs — or languages such as Python, R and Scala. IBM Watson Studio helps you build and scale AI with trust and transparency by automating AI lifecycle management.

Bring data analysts, engineers, and scientists together. Enable self-service analytics and operationalize machine learning. Get results today and build for tomorrow. Dataiku DSS is the collaborative data science software platform for teams of data scientists, data analysts, and engineers to explore, prototype, build, and deliver their own data products more efficiently. Use notebooks (Python, R, Spark, Scala, Hive, etc.) or a customizable drag-and-drop visual interface at any step of the predictive dataflow prototyping process – from wrangling to analysis to modeling. Profile the data visually at every step of the analysis. Interactively explore and chart your data using 25+ built-in charts. Prepare, enrich, blend, and clean data using 80+ built-in functions. Leverage Machine Learning technologies (Scikit-Learn, MLlib, TensorFlow, Keras, etc.) in a visual UI. Build & optimize models in Python or R and integrate any external ML library through code APIs.

Get in minutes what used to take years to build. Simple, customizable, scalable, secure, ML monitoring. Everything you need to deploy, maintain and improve ML in production. Superwise is an open platform that integrates with any ML stack and connects to your choice of communication tools. Want to take it further? Superwise is API-first and everything (and we mean everything) is accessible via our APIs. All from the comfort of the cloud of your choice. When it comes to ML monitoring you have full self-service control over everything. Configure metrics and policies through our APIs and SDK or simply select a monitoring template and set the sensitivity, conditions, and alert channels of your choice. Try Superwise out or contact us to learn more. Easily create alerts with Superwise’s ML monitoring policy templates and builder. Select from dozens of pre-build monitors ranging from data drift to equal opportunity, or customize policies to incorporate your domain expertise.

Easy, reliable and cost-effective Governance, Risk and Compliance that enables insightful, risk-based decisions and enhanced business performance. KPMG Risk Hub provides a holistic view of risks, integrating information and data across all levels of the business through an interactive, cloud-based technology solution for real-time risk management. In a global alliance with IBM®, KPMG provides this complete managed risk service at a flexible and scalable level that meets your business's unique needs. With its integrated data, effective reporting and powerful analytics, KPMG Risk Hub helps leaders make insightful risk-based decisions to enhance business performance.

Our risk management platform and consultancy empower you to anticipate what’s ahead, uphold your reputation and improve business performance through strong governance. Your risks are all interconnected. Our governance area and point solution packages are built on a taxonomy platform, so they can be easily integrated into any department and support you throughout the entirety of your organization’s risk journey. Use a risk assessment to easily identify bank risk themes across your branches as well as gaps in controls and processes. It’s also important to gain insight into location-specific risk factors (like susceptibility to natural disasters, number of employees or departments, etc.) to truly understand your risks on an enterprise level. We pair customers with our team of expert risk management consultants to get your business moving forward. With a range of personalized training sessions and best practice consulting services.

Since 2005, Quantivate has been helping organizations efficiently manage their governance, risk, and compliance (GRC) initiatives. Quantivate’s scalable technology and service solutions equip organizations of all sizes to make more strategic decisions, improve performance, and reduce costs. Learn about how Quantivate’s integrated platform can simplify GRC management at quantivate.com.

Do you know how safe your spreadsheets are? Do you know where all your spreadsheets are? Who is using them and if they present risk? If you do know the answers to all these questions, then you are doing well. Why, because most companies do not know! In fact, most don’t even have a plan to find and track the spreadsheets that can get them into trouble. So, how do you stay out of trouble? The answer is very simple. You use Apparity. Apparity is built to find every spreadsheet you use and then tell you what you should do. Should you put it in an inventory? Does it need to be controlled? Or can it be safely ignored? Keeping your company safe from costly mistakes is never easy. But Apparity was built to help you do just that. Apparity is easy to use for both managers and users. From the moment you first build your spreadsheet, to every time it is used and changed, Apparity will let you know when you have a problem. With Apparity your spreadsheets are safe, secure and tracked.

Create customized monitors for your machine learning models with our magically-simple monitor builder, and get alerts for issues like concept drift, model performance degradation, bias and more. Aporia integrates seamlessly with any ML infrastructure. Whether it’s a FastAPI server on top of Kubernetes, an open-source deployment tool like MLFlow or a machine learning platform like AWS Sagemaker. Zoom into specific data segments to track model behavior. Identify unexpected bias, underperformance, drifting features and data integrity issues. When there are issues with your ML models in production, you want to have the right tools to get to the root cause as quickly as possible. Go beyond model monitoring with our investigation toolbox to take a deep dive into model performance, data segments, data stats or distribution.

Azure AI Content Safety is a content moderation platform that uses AI to keep your content safe. Create better online experiences for everyone with powerful AI models that detect offensive or inappropriate content in text and images quickly and efficiently. Language models analyze multilingual text, in both short and long form, with an understanding of context and semantics. Vision models perform image recognition and detect objects in images using state-of-the-art Florence technology. AI content classifiers identify sexual, violent, hate, and self-harm content with high levels of granularity. Content moderation severity scores indicate the level of content risk on a scale of low to high.

Quality assurance for machine learning simplified. Snitch removes the noise to surface only the most useful information to improve your models. Track your model’s performance beyond just accuracy with powerful dashboards and analysis. Identify problems in your data pipeline and distribution shifts before they affect your predictions. Stay in production once you’ve deployed and gain visibility on your models & data throughout its cycle. Keep your data secure, cloud, on-prem, private cloud, hybrid, and you decide how to install Snitch. Work within the tools you love and integrate Snitch into your MLops pipeline! Get up and running quickly, we keep installation, learning, and running the product easy as pie. Accuracy can often be misleading. Look into robustness and feature importance to evaluate your models before deploying. Gain actionable insights to improve your models. Compare against historical metrics and your models’ baseline.

SolasAI is software that detects and removes bias & discrimination from a customer's decisioning models. It works in credit & insurance underwriting, predictive marketing, healthcare, and employment to name a few use cases. We provide trust & transparency into artificial intelligence, machine learning, and standard statistical models. If you are tired of paying expensive experts who can't seem to agree, and then leave the hard part of fixing the problems to your expensive and over worked data scientists, then SolasAI is for you. We follow the latest decisions and signals from courts, regulators, and law makers, as well as the latest and greatest technology trends for AI and fairness as a whole. This is built into SolasAI so you don't have to figure it out yourself.

Harness the power of Qlik® Staige™ to make AI real by delivering a trusted data foundation, automation, actionable predictions, and company-wide impact. AI isn’t just experiments and initiatives — it’s an entire ecosystem of files, scripts, and results. Wherever your investments, we’ve partnered with top sources to bring you integrations that save time, enable management, and validate quality. Automate the delivery of real-time data into AWS data warehouses or data lakes, and make it easily accessible through a governed catalog. Through our new integration with Amazon Bedrock, you can easily connect to foundational large language models (LLMs) including A21 Labs, Amazon Titan, Anthropic, Cohere, and Meta. Seamless integration with Amazon Bedrock makes it easier for AWS customers to leverage large language models with analytics for AI-driven insights.

The biggest challenge to scaling AI-powered decision-making is unused data. IBM Cloud Pak® for Data is a unified platform that delivers a data fabric to connect and access siloed data on-premises or across multiple clouds without moving it. Simplify access to data by automatically discovering and curating it to deliver actionable knowledge assets to your users, while automating policy enforcement to safeguard use. Further accelerate insights with an integrated modern cloud data warehouse. Universally safeguard data usage with privacy and usage policy enforcement across all data. Use a modern, high-performance cloud data warehouse to achieve faster insights. Empower data scientists, developers and analysts with an integrated experience to build, deploy and manage trustworthy AI models on any cloud. Supercharge analytics with Netezza, a high-performance data warehouse.

Mind Foundry is an artificial intelligence company operating at the intersection of research, innovation, and usability to empower teams with AI that is built for humans. Founded by world-leading academics, Mind Foundry develops AI solutions that help organisations in the public and private sectors tackle high-stakes problems, focusing on human outcomes and the long-term impact of AI interventions. Our intrinsically collaborative platform powers AI design, testing and deployment and enables stakeholders to manage their AI investment responsibly with key focus on performance, efficiency and ethical impact. Built on a cornerstone of scientific principles and an understanding that you can’t add things like ethics and transparency after the fact. The fusion of experience design and quantitative methods that makes collaboration between humans and AI more intuitive, efficient and powerful.

Citrusˣ’s end-to-end platform for AI transparency and explainability allows organizations to maintain confidence in their models. Data scientists can use the Summary and Validation pages on the web UI and SDK to validate the performance of their models, investigate results, and address issues. Data science managers and Chief data officers can track the work of their teams, compare models, and ensure KPIs are being met. Risk officers and MRMs can use the web UI and reports to verify the soundness of the model, assess the risks, and ensure AI is being used responsibly and fairly according to regulatory requirements. Executives and regulators can use summarized custom reports to verify the model's strength and accuracy, understand the model's decisions, identify risks, and ensure compliance to protect the organization from potential lawsuits and maintain its reputation.

Take your data-driven enterprise to the next level with augmented intelligence. From algorithms to architecture, BasisAI manages the end to end development of real-time, scalable and responsible AI systems. Complete lifecycle AI solution: from bespoke AI algorithms, to production-grade AI application, and ongoing multi-year management. Rapid time to market: from your data to scalable, containerised deployment of real-time AI engine in weeks. No black boxes. Built-in AI governance, fairness and compliance. Retain control over your enterprise data, whether it is on AWS, GCP or another cloud infrastructure. We provide strategic guidance in building the right structures, frameworks and technologies, giving you a path to long-term scalability. Through exploratory use case sessions and system design workshops, we help you to move beyond experiments and algorithms and have control over your own capability development.

Equiniti Credit Services provide a complete end to end loan servicing platform, enabling banks and financial institutions to offer unrivalled depth of functionality in a single, integrated, scalable solution. Our digital offering supports a wide range of lending products including unsecured, secured and asset based, and services the entire lifecycle of a loan. Leading the UK in adopting a digital approach to providing loan functionality, Equiniti Credit Services focuses on automation, customer self-service, scale and efficiency whilst embracing modern architectures. Built on the Microsoft web stack, it is an API-first solution, enabling connectivity from enterprise components to its broad range of loan management services. Treating Customers Fairly Across a range of industries Equiniti Credit Services delivers a consistent approach to compliance ensuring that all customers are treated fairly in line with FCA regulations.

Introducing SalesVista, an all-in-one incentive & commission management platform that offers rules-based automation, advanced modeling & calculations, and so much visibility that it might just change the world. Sales compensation management is about more than pay. It’s about ensuring employees are fairly compensated, inspiring your team to achieve greatness, and reducing workplace stress, not adding to it. Our robust sales compensation solution integrates multiple data streams into one true data source for reliable insights. With accurate commission payouts and user-friendly quota-attainment tools, your reps can stay focused and motivated on the right activities that drive productivity and their commission earnings. Implement better quality control measures to protect, standardize, and improve business processes across your organization. By creating a culture of transparency, you can accelerate your organization's DEI efforts, help mitigate risk & eliminate unconscious bias, etc.

We help companies transform their operations, reduce their cost and solve the complexities of debt collections for a better consumer experience. With our AI solutions and rich partner ecosystem, our customers can run operations more efficiently, accelerate decision-making, and gain a competitive edge. CB2AI™ (Consumer Behavior AI Algorithm) is able to identify deep Consumer Behavior powered by KYDCB ™ Tracker (Know Your Delinquent Consumer Behavior) enabling consistent customer treatment and risk mitigation offer reducing compliance risk. Dasceq empowers you to get over legacy systems and have robust data-driven software to predict payments, faster and efficiently. Further, it enables your team to adhere to the regulatory framework with ease, ensuring every customer is treated individually and fairly. Dasceq’s algorithm can be regularly retrained, upgrading its accuracy in dynamic situations as new information comes to light resulting in a better consumer experience.

IT Governance, Risk and Compliance is the cyclical integration of risk assessment, compliance with standards to mitigate risk, and oversight of continuous compliance monitoring. Cyberator allows you to stay up-to-date with regulatory compliance or industry standards and helps transform your inefficient processes across your organization into a unified Governance, Risk and Compliance (GRC) program. It offers a drastic reduction of time in a risk assessment with a broader range of governance and cybersecurity frameworks to work with. It uses industry expertise, data-driven analysis and industry best practices to transform your security program management. Cyberator also provides automatic tracking of all gap remediation efforts and full control of security road-map development.