Metrics and Observability: Make Compliance Measurable Metrics drive defensible decisions and make compliance auditable. Define and operationalize a metrics catalogue that maps to obligations: robustness, fairness, explainability stability, and provenance completeness. Instrument pipelines to produce those metrics continuously and surface them with alert thresholds tied to SLAs and compliance SLIs. Key points Create a metrics catalogue mapped to regulatory obligations. Continuously produce and store metrics from pipelines for dashboards and alerts. Tie thresholds to SLAs and compliance SLIs for automated gating. Use metrics for executive reports and technical/legal alignment in post-mortems. Read the full framework and prescriptive recommendations: versprite.com/blog/navigatin… #AIMetrics #ComplianceEngineering #EUAIAct #MLObservability #Governance

📣 Deal of the Day 📣 Oct 12 SAVE 45% TODAY ONLY! AI Model Evaluation & selected titles: hubs.la/Q03NcD8V0 De-risk AI models, validate real-world performance, and align output with product goals. @LeemayNassery #AIEvaluations #MLObservability #MLOps #LLMEvaluation #HumanInTheLoop #LLMops Learn how to effectively evaluate and assess machine learning models for better scaling and integration into production systems.

Join our webinar tomorrow at 12:30 PM IST | 11:30 AM UAE to discover the art of illuminating hidden patterns, maximizing model performance, and driving data-driven decision-making. Elevate your MLOps game today!   hubs.ly/Q01WmbvW0 #MLObservability #MLOps #ModelMonitoring

Join our webinar where Arundeep Sivaraj, Director, Business Consulting & Zabi Ulla, Product Head -HyperSense discover how #MLObservability empowers you to proactively monitor, diagnose, & optimize your AI models for peak performance and business impact. hubs.ly/Q01WmbvW0

It's the first day of @databricks #DataAISummit🔥 & we're stoked to rock it as silver sponsors🚀 𝐒𝐰𝐢𝐧𝐠 𝐛𝐲 𝐁𝐨𝐨𝐭𝐡 #6 to say hi👋 & score some SWAG. Discover the secret sauce of #MLObservability to enhance your #AI game, perfectly aligned with your #lakehouse setup💯

Just announced - Phoenix: Open source #MLObservability in a notebook! Uncover insights, surface problems, monitor and fine tune your Generative LLM, CV and Tabular Models. Get started: bit.ly/3mWlC54 Learn more here: bit.ly/3mWlC54

🤩You can check out a quick demo here : bit.ly/41tljxk 💁To connect with peers and WhyLabs user’s, join their slack community here: bit.ly/3KYhRno #MachineLearning #MLMonitoring #MLobservability #MLgovernance #MLreporting #InferenceWithInferless

Today at #WSAIAM2023 come see how you can better monitor your ML models. Stop by TruEra booth C50 to see how some of the leading companies in the world do it. And get a fuzzy gift, too! 🤗 #MLMonitoring #MLobservability #TrustworthyAI #MLreporting #MRM #MLgovernance #MLdrift

We 🧡 happy customers “The team at WhyLabs has a deep understanding of the problem of ML Observability and that is reflected in the product.” - Senior Product Manager, Trading Intelligence #MLMonitoring #ML #MLObservability #DataScience

In its 2022 State of #MLOps study, @VertaAI revealed that companies invest into these top 5 efforts to improve the #MachineLearning lifecycle: —#MLmonitoring —Cloud migration/deployment of ML capabilities —#DataCatalogue —#MLobservability —Feature stores datanami.com/this-just-in/ve…

Join @zalessya's tech talk at #DevFestSEA22 on #MLObservability, including different approaches to instrumenting models and pipelines, collecting actionable telemetry, and catching model failures! Get your free ticket here: bit.ly/3TIdTln 👉 Saturday, 11/19 @ 10AM

What are the basics you need to know about ML Monitoring? Watch this video to find out! Prof @datta_cs gives you the "Fundamentals of #MLMonitoring in 10 Minutes" loom.ly/cMQ_gvQ #MLOps #MLbestpractices #MLObservability

Join our upcoming workshop on 27th October to understand how advanced #ML techniques can be used to tackle fraudulent claims, & #MLObservability makes models acceptable, extracts more value & ensures consistency in production. resources.arya.ai/webinar-de…

Today, we announced a $38 million Series B – a record investment in the #MLobservability space! 🎉 If you are passionate about understanding ML models, love building tools for engineers and like working with a diverse group, come join our team! bit.ly/3QtYTWv

TruEra is now available in the AWS Marketplace! It's easier than ever to start improving your model quality and model monitoring. loom.ly/FVG-DVc #AI #ML #MLOps #AWSMarketplace #AIQ #AIQM #MRM #MLmonitoring #MLobservability #MLtesting #MLQA #XAI #RAI #ExplainableAI

Next Wednesday @dleybz will be a guest on @neptune_ai's #MLOpsLive for a Q&A session to answer YOUR questions about navigating #MLObservability! Get your questions ready and take part: bit.ly/3FUZFIq #MLOps #AI

ICYMI: You can now sign up for your free Arize account! Get started in minutes on our #MLObservability platform.Thanks @VentureBeat for getting the message spread far and wide! 🤩 bit.ly/3wQfM7H

You still have time to join us NOW! observe.arize.com/register #ArizeObserve #MLobservability

Just announced - you can now sign up for your free Arize account! Get started in minutes to quickly surface issues, troubleshoot why they happened, and improve overall model performance on our #MLObservability platform. bit.ly/3NmSHzg

We’re super happy to be one of the partners of Arize:Observe on March 29, 2022 presented by @ArizeAI 🥳 Learn about the world of #MLObservability alongside #MLOps experts in this one-day virtual event! Register now: bit.ly/3u523XN