Grafana
Grafana on Beyond Market Intelligence: a running collection of 2 stories we have gathered and hand-picked because they are worth your time. Every post here touches on grafana in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around grafana, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.
On-prem MLOps in a hospital: advice needed for production monitoring of self-built and vendor models? [D]
Hospitals face unique challenges in deploying and monitoring AI models, particularly within regulated environments like the EU’s MDR and AI Act. This post details a hospital’s search for a comprehensive, on-premise MLOps solution—built on OpenShift—to manage both internally developed and externally sourced models. The core need is robust production monitoring encompassing drift, bias, and custom metrics, even when models reside within vendor infrastructure, relying solely on ingested input/output data. See "Structured Evaluation Pipelines to Improve Your AI Workflows" for related insights.
Grafana Assistant Expands to More Than 30 Data Sources
Grafana Assistant now empowers users to explore observability insights across a broader landscape, integrating with more than 30 diverse data sources. This expansion allows for natural language queries and correlations, streamlining data analysis and accelerating troubleshooting. Leverage AI to transform how you understand your systems, moving beyond siloed views. For a deeper dive into related AI projects, see our recent article, "Recent project I worked on: End to End Edge ML platform," demonstrating practical applications of AI-driven solutions.