Monte Carlo

AI teams gotta be careful tonight. And every other night. PS if you're planning a night in but you still wanna get a little scared, check out this roundup of 4 spectacularly public AI failures—and how they could (and should) have been avoided. (in the comments) Because the only thing scarier than pushing bad AI to production... is not having the end-to-end observability to catch it.

Looking for some spooky stories to tell in the dark? How about five of the biggest AI fails of the last year? 👻 From bad agents in production to voice AI failures, we rounded up the spookiest instances of AI reliability failures to scare you out of your seat today. Check them out (if you dare): https://lnkd.in/eRndbjMi And of course, no Monte Carlo Halloween is complete without a throwback to our favorite spooky song: The Data Mash. Be sure to add this to your Halloween party soundtrack! https://lnkd.in/gBUEVzmM Happy Halloween from Monte Carlo! 🎃 #Halloween #datamesh #AIreliability #hallucinations #dataquality

Take a look at our updated Monte Carlo Partner program. We bring together technology and service partners to deliver end-to-end data + AI observability across platforms like Databricks, Snowflake, AWS, etc. https://lnkd.in/gdwAA7NN

Starburst is teaming up with Red Hat, DATAECONOMY, and Monte Carlo to host Viva Las Data! — the ultimate kickoff party at AWS re:Invent. Join us for drinks, bites, and great company on night one in Vegas. 🗓 Monday, Dec 1 | 🕖 7–9 PM PT 📍 Cañonita, Las Vegas #AWSreinvent #VivaLasData #DataParty

How do you scale AI responsibly in a federated, fast-moving data environment? At Roche, this challenge sits at the heart of enabling innovation while safeguarding trust. Pierre Fischer, Product Line Lead - Data Platforms at Roche will be speaking at IMPACT: The Data + AI Observability Summit next week, sharing how his team combined a data mesh architecture with governance and observability to deliver AI at scale—without compromising accountability. Don't miss his session! Save your spot now: https://lnkd.in/gKpKxaSD #datamesh #datagovernance #dataobservability #dataplatforms

AI is only as good as the data behind it. If you care about trust, governance, and real production reliability, this is worth your time. I am excited to join Monte Carlo on November 6 at 9 AM PT for IMPACT: The Data + AI Observability Summit. It’s a free, half-day virtual event built for data and AI teams who want to ship dependable systems. Check out the details -- https://lnkd.in/dDXFEDam What you’ll learn: - Practical playbooks to operationalize observability across data and AI - How to bridge the gap between models and production data - What top performers do to scale AI with reliability - A first look at new innovations in data + AI observability Who’s speaking: - Sol Rashidi, MBA (CSO, Cyera), - Andrew Foster, CFA (CDO, M&T Bank), - Pierre Fischer (Roche), - Srikumar Kanthadai (T. Rowe Price), - Travis Lawrence (Pilot Flying J), and more. If data quality, LLM reliability, and governance are on your roadmap, block your calendar and register now: https://lnkd.in/dDXFEDam #data #ai #impact2025 #montecarlo #agenticai #observability #theravitshow

Want to hear a really scary story? Something is about to break in your pipelines… And you haven’t written a test to catch it. In honor of spooky season, we're getting back to basics. Check out the link in the comments for a deeper look at data quality monitoring—and find out how augmenting those monitors with AI can help you slay your data quality monsters for good. No stakes or garlic required. Happy Halloween!

We're almost a week away from the IMPACT Data + AI Observability Summit! Don't miss Travis Lawrence, Senior Manager, Machine Learning at Pilot Flying J, sharing how his team leverages data + AI observability to responsibly scale AI in production. He'll walk through the frameworks that connect upstream data quality to downstream model performance — including lineage-driven impact analysis, freshness and accuracy SLAs, drift and anomaly detection, and incident-response playbooks that span both structured and unstructured data. IMPACT is on November 6th starting at 9am PT. RSVP here: https://lnkd.in/gKpKxaSD #unstructureddata #machinelearning #ML #AI #data #dataquality #LLM

Don't miss Andrew Foster, CFA, CDO at M&T Bank, speaking at our IMPACT: Data + AI Observability Summit on November 6th. 🚀 He'll share how his team built a partnership between governance and engineering to move beyond manual testing to a scalable, automated approach to reliability. Learn how they reduced time to detect and resolve issues, improved stakeholder confidence, and embedded data reliability into day-to-day workflows—without slowing delivery. RSVP here: https://lnkd.in/gKpKxaSD #IMPACT #dataquality #CDO #dataengineering #observability

Are you ready to step into the next era of AI-driven data reliability, observability and agentic innovation? Join Monte Carlo on November 6th at 9 AM PT for IMPACT—The Data + AI Observability Summit to join hundreds of data + AI practitioners and leaders as we explore how organizations are scaling trust, governance, and observability in data and AI. This year's summit has a jam packed agenda featuring industry leaders from M&T Bank, T.Rowe Price, Warner Bros. Discovery, Roche, and Pilot Flying J. You won't want to miss it. Register today! https://bit.ly/4hsbJnf