Rahul Kulkarni
Technical Product Marketing Manager
Why Data-First Approach Wins Over AI-First Approach
AI success in manufacturing is fundamentally a data problem, not a tooling problem.
Explore the Litmus Blog Hub for valuable tips, industry trends, and expert knowledge, designed to enhance your understanding and effectiveness in implementing and scaling Industrial DataOps.
Rahul Kulkarni
Technical Product Marketing Manager
AI success in manufacturing is fundamentally a data problem, not a tooling problem.
Rahul Kulkarni
Technical Product Marketing Manager
Litmus Data Catalog brings visibility, lineage, and governance to industrial data so teams can find, trust, and scale AI across sites.
Benjamin Norman
Partner Solution Architect
If you've spent time in industrial environments, you know the problem isn't a lack of data. It's collecting it reliably, contextualizing it, and storing it at scale. Most stacks weren't built to fight all three battles.
Chris Hilderbrand
Head of Cloud and AI Partnerships
As part of the Google Connected Platform for Manufacturing, this architecture brings together Manufacturing Connect Edge from Litmus, Google Distributed Cloud Connected, and a range of Google Cloud services to unify data across manufacturing environments.
Rahul Kulkarni
Technical Product Marketing Manager
The Litmus MCP Server Web UI lets teams operate Litmus Edge through a built-in chat interface—turning natural language into real device, data, and deployment actions.
Rahul Kulkarni
Technical Product Marketing Manager
Scale industrial data and AI at the edge with faster onboarding, reusable data models, Edge AI workflows, and production-grade resilience in Litmus Edge 4.0.
Rahul Kulkarni
Technical Product Marketing Manager
Learn how to build a modern industrial data foundation that unifies OT and IT, enables a Unified Namespace, and scales Industrial AI from pilot to production.
Rahul Kulkarni
Technical Product Marketing Manager
Why most industrial AI projects stall after pilots, and how fragmented point solutions prevent AI from scaling in real manufacturing environments.
Vishvesh Shah
Director of Product Management
Microsoft and Litmus launch seamless integration between Azure IoT Operations and Litmus Edge—automating industrial data onboarding and modeling, and accelerating OT–IT collaboration at scale.
Vatsal Shah
Co-Founder + CEO
A letter to our cherished customers and partners: manufacturers, engineers, system integrators, and technology leaders who trust Litmus every day. This is how our new investment will directly support your goals and accelerate the value you’re building.
Krystal Leung
Senior Content Marketing Manager
Connectivity got you started. But a unified, AI-ready data foundation will take you the rest of the way. The Litmus Migration Program gives you a supported path to scale analytics and AI.
Vatsal Shah
Co-Founder + CEO
Turning proofs of concept into plantwide value in 90 days or less.
Krystal Leung
Senior Marketing Writer
You don’t have a scaling problem. You have a data problem. While most manufacturers struggle to get Industrial AI off the ground, data-first leaders are already winning the race. Here’s how they’re doing it, and how you can too.
Parth Desai
Founding Engineer & Director of Solutions & Industrials
Früher mussten Hersteller zwischen langsamen Iterationen und riskanten Komplett-Redesigns wählen. Jetzt beschleunigt Litmus Edge, unterstützt von der neuen NVIDIA DGX Spark, die Time-to-Value.
Vishvesh Shah
Director of Product Management
Litmus Edge now installs on Kubernetes using Helm, GitOps, and infrastructure-as-code (IaC) to give manufacturers a faster, consistent, and secure way to scale Industrial DataOps and AI across every site.
Amir Khadem
Learning and Development Manager
Quick Learn bietet kurze, praxisorientierte Videos in der Litmus Academy, mit denen Sie die Funktionen und Demos von Litmus Edge in weniger als 10 Minuten beherrschen lernen. Schnell lernen, sofort anwenden.
Krystal Leung
Senior Marketing Writer
Von einem Nischenanbieter zu einem Herausforderer – wir glauben, dass Litmus beweist, wie man in großem Maßstab erfolgreich agiert. Warum wir glauben, dass diese Anerkennung für unsere Kunden, Partner und die Zukunft der industriellen KI wichtig ist.
Amir Khadem
Learning and Development Manager
This blog provides hands-on experience with Litmus Edge, unlock advanced features to maximize ROI, and build the skills needed to successfully execute complex, real-world implementations.
