Fiddler & Captum join hands to enhance explainable AI offerings

We are excited to announce that Fiddler and Captum, from Facebook AI, are collaborating to push the boundaries of Explainable AI. The goals of this partnership are to help the data science community to improve model understanding and its applications, as well as to promote the usage of Explainable AI in the ML workflow. Fiddler is … Continue reading “Fiddler & Captum join hands to enhance explainable AI offerings”

Welcome Pranil Dasika!

We’re stoked to introduce Pranil Dasika, the newest member of our team. Pranil joined us as a Principal Software Engineer in the midst of COVID-19 pandemic and recently stepped up as our Head of Engineering. Before joining Fiddler Labs, Pranil had played key engineering roles at early and growth-stage startups, both in consumer and enterprise … Continue reading “Welcome Pranil Dasika!”

Enterprise Monitoring Landscape – Overview and New Entrants

This post covers the complete Enterprise Monitoring landscape including the newest category of artificial intelligence and machine learning monitoring. With the advent and adoption of web products and services over the past two decades, an entire category of systems dedicated to managing the related infrastructure has developed. Software monitoring, one of the core operational needs, … Continue reading “Enterprise Monitoring Landscape – Overview and New Entrants”

How to Design to make AI Explainable

Explainable AI, a topic of research until recently, is now mainstream. Recent research has enabled insights into the behavior of inherently black box AI models that can address its otherwise significant business risks related to bias, compliance and opaque outcomes. However, many platforms and solutions provide these explanations either with flat numbers via API or … Continue reading “How to Design to make AI Explainable”

Introducing Slice and Explain™ – Automated Insights for your AI Models

Today, we’re announcing the launch of an industry-first integrated AI Analytics Workflow powered by Explainable AI, ‘Slice and Explain’™, to expand Fiddler’s industry leading AI explanations. Explainable AI, a topic of research until recently, is now mainstream. But ML practitioners still struggle to utilize it to get meaningful insights from their AI models, detect potential … Continue reading “Introducing Slice and Explain™ – Automated Insights for your AI Models”