Fiddler

Our mission is to make AI trustworthy for all enterprises. Trust is a fundamental part of humanity, but with the rise of the internet over the last couple of decades, we've seen a plethora of trust issues like spam, fraudulent transactions, hate speech, and online abuse. Today, with AI, computers take on more tasks, usually done by humans, with an increase in efficiency and productivity. However, there is a lack of trust in AI outcomes because very often AI models are opaque. We started Fiddler because we believe there is a need for a new kind of Explainable AI Platform that enables organizations to get ahead of these issues by building trustworthy, transparent, and understandable AI solutions.Join us on 5/23 for a demo-driven webinar on AI Observability for ML and Generative AI. Register Product Solutions Pricing Resources Company Try Fiddler Request demo AI Observability Build trust into AI with fair | Try Fiddler Industry Leaders' Choice for AI Observability Standardize LLM and MLOps Practices AI Observability is the foundation of predictive models, generative AI models, and AI applications. Improve models and applications with actionable insights and understand why predictions are made. AI Observability is reliant not only on metrics, but also on how well issues can be explained when something eventually goes wrong. When predictive models, generative AI models, and AI applications inevitably degrade in performance, AI Observability rights the ship. The Full Stack AI Observability Platform “As a data scientist, I don't have to make compromises of having monitoring-only or explainability-only capabilities. Fiddler gives me both so I can confidently deliver ML solutions for mission-critical projects at scale.' Richard Sieg Lead Data Scientist, how.fm Reduce AI costs with high performance Ensure high performance and quality with model monitoring and LLMOps Deliver quality infrastructure, apps, and models Align outcomes to business KPIs with analytics Be responsible with governance De-risk with explainable AI, fairness, privacy, and safety Your Partner in Building Responsible and Secure AI Learn more about Fiddler AI Out of the box Interactive explainable AI with unparalleled breadth, depth, and flexibility. Regulation-friendly with consistent, on-demand results. Purpose-built Enterprise scale, security, and support without the hassles of homegrown systems and OSS components. Complete model lifecycle Monitor, explain, analyze, and improve performance in training and production. Gain complete context visibility, and root cause analysis into model, LLM, and generative AI application behaviors. Building for the future Grow into advanced XAI and analytics capabilities over time with Fiddler and build a framework for responsible AI practices. 3rd party evaluations Expertise in assessing 3rd party AI tools and systems for fairness, predictability and performance. Team alignment MLOps, data science, software engineers, and line-of-business groups seamlessly work together on actionable insights and tasks across the platform. User-friendly environment Low-code analysis, collaboration, and human readable explainability with a simple SQL interface and dashboards. White glove support  24/7 global support and white glove customer service and data science experts who care deeply about your AI outcomes. Recognition Slide 3 of 7. a16z's Data50: The World's Top 50 Data Startups AI 50 2021 & 2022: America's Most Promising Artificial Intelligence Companies Data Magazine 101 Most Innovative Machine Learning Startups & Companies CB Insights AI 100: The Most Promising Artificial Intelligence Startups of 2022 CB Insights AI 100: The Artificial Intelligence Startups Redefining Industries World Economic Forum 2020 Technology Pioneer Gartner Research: Cool Vendors in Enterprise AI Governance and Ethical Response Ready to try AI Observability? Try Fiddler Contact us PRODUCT Model Performance Management Model Monitoring Explainable AI Analytics Fairness MLOps Build vs Buy NLP and CV Model Monitoring Security COMPANY About Us Careers WE'RE HIRING! Newsroom Partners Amazon SageMaker + Fiddler SOLUTIONS Customer Experience Lending and Trading Lifetime Value Risk and Compliance RESOURCES Blog Docs Resource Library Guides Research Videos What is Model Monitoring? CONNECT Events Slack Community Subscribe to Newsletter Contact Sales Support Center © 2023 Fiddler AI. All rights reserved. Privacy Policy Terms of UseJoin us on 5/23 for a demo-driven webinar on AI Observability for ML and Generative AI. Register Product Solutions Pricing Resources Company Try Fiddler Request demo MODEL PERFORMANCE MANAGEMENT Accelerate time-to-value with trusted AI solutions Fiddler is pioneering a new path forward with model performance management. Accelerate time-to-value, minimize risk, increase brand loyalty, and improve predictions with context to business value. Try Fiddler Request demo MODEL MONITORING EXPLAINABLE AI ANALYTICS FAIRNESS Industry Leaders' Choice for AI Observability Build your framework for responsible AI ML models present complex operational challenges, and teams often lack enterprise-grade MLOps tools for model explainability or model bias assessment. As a result, too much time is spent troubleshooting, making it difficult to maintain strong performance. Built with enterprise scale, security, and support included, Fiddler simplifies model monitoring with a unified management platform, centralized controls, and actionable insights. Deliver a monitoring framework for responsible AI practices with visibility into model behavior and predictions. Provide deep actionable insights using explanations and root cause analysis. Give immediate visibility into performance issues to avoid negative business impact. Any model, any dataset Fiddler's out-of-the-box integrations are easily pluggable with existing data and AI infrastructure making it flexible to use. Plug into any model framework Ingest from any data source MODEL MONITORING Achieve faster time-to-market at scale Do you rely on manual processes to track training and production model performance and issues? Is it time-consuming and difficult to identify and attribute root causes in order to resolve issues? Do you struggle with siloed model monitoring tools and processes that prevent collaboration across teams? With Fiddler, you can:  Monitor and validate tabular and unstructured ML models faster prior to launch. Solve challenges such as data drift and outliers using explainable AI. Get real-time alerts when model performance metrics drop for an immediate fix. Connect model performance and predictions to business KPIs. Empower multiple teams to fix issues with a unified dashboard and shareable views. Learn more about model monitoring EXPLAINABLE AI Gain confidence in model behavior How do you extract causal drivers in data and ML models in a meaningful way? If you don't know or understand how a model is behaving, can you be confident in its predictions? With Fiddler, you can: Provide explanations for all model predictions, delivering explainable AI at scale with easy-to-use interfaces. Supply the best explainability methods available, including Shapley Values and Integrated Gradients. Bring your own explainers for faithful explanations. Query and replay past incidents for enhanced debugging. Understand model behavior with local and global explanations for multi-modal, tabular, and text inputs. Learn more about explainable AI ANALYTICS Pinpoint root causes and gain actionable insights  What if you could understand the business impact of ineffective models? Too often, enterprise tools lack complete functionality to support ML model validation; let alone understand how to improve operational stability and make performance improvements. With Fiddler, you can: Drill-down to understand where a model is failing and how to improve it. Test new theories using what-if analysis with predictions on altered inputs. Mitigate risk with access to past, present, and future model outcomes. Compare model performance metrics across point predictions, regional data, and global data. Learn more about analytics FAIRNESS Achieve visibility to ensure transparency Lack of guidelines around operational ML and fairness make it challenging to deliver responsible AI. To ensure the exclusion of deep-rooted biases, you need explanations for ML model predictions and the ability to include humans in the decision-making process. With Fiddler, you can: Make every model explainable in human-understandable terms. Detect and evaluate potential bias issues within training and live production datasets. Access standard intersectional fairness metrics such as disparate impact, equal opportunity, and demographic parity. Select multiple protected attributes to detect hidden intersectional unfairness across protected classes. Learn more about fairness BUY VS. BUILD Dedicate your efforts to innovation, not in-house systems Are you entrenched in that age-old debate? One thing is for certain: in-house systems are expensive to build and costly to maintain. Plus, it's rare that an in-house system can match the breadth and depth of a purpose-built SaaS solution. Isn't it better to gain a trusted partner for creating responsible AI? Operationalize the MLOps lifecycle to ensure the creation of responsible AI. Reduce the TCO of a homegrown solution, estimated at $750K over three years. Deploy a MLOps solution designed for enterprise scale with built-in security and support. Learn more about buy vs. build Ready to try AI Observability? Try Fiddler Contact us PRODUCT Model Performance Management Model Monitoring Explainable AI Analytics Fairness MLOps Build vs Buy NLP and CV Model Monitoring Security COMPANY About Us Careers WE'RE HIRING! Newsroom Partners Amazon SageMaker + Fiddler SOLUTIONS Customer Experience Lending and Trading Lifetime Value Risk and Compliance RESOURCES Blog Docs Resource Library Guides Research Videos What is Model Monitoring? 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