Login; Logout. Learn all about StackState out-of-the-box monitors and how they can help you keep your Kubernetes clusters stable, scalable and maintainable. Logs – Our platform automates log collection, aggregation, analysis and. | StackState helps developers and SREs supporting Kubernetes-based applications to effectively troubleshoot performance and reliability issues. We have contributed many bug fixes back to these projects in the course of building our. 2022-10-07 8 min read. StackState helps developers and SREs supporting Kubernetes-based applications to effectively troubleshoot performance and reliability issues. The industry's only no-code network automation platform that fundamentally transforms the core workflows of NetOps, making them more scalable and efficient, and reducing operational costs and risks. Gartner Peer Insights content consists of the opinions of individual end users based on their own experiences, and should not be construed as statements of fact, nor do they represent the views of Gartner or its affiliates. StackState, leading provider of the first full stack IT operations platform, today announced that it is a forerunner organization for the new DevOps Agile Skills Association (DASA). " The analysts also highlight StackState's highly unique 4T Data Model® and its "ability. 10,. I like working at StackState because the startup mentality is everywhere. AIOps is a new Product Category defined by Gartner. The only solution of its kind with multivendor support, Apstra empowers organizations to automate and manage their networks across virtually any data center design. Users often appreciate its ease of use and robust features for deploying and managing containerized applications. Reduce the time required to. StackState gives visibility into. read more. An important feature that can save time, labor and money. from finance, telecom, to managed service providers — and includes global enterprises like IBM Global Services, Vodafone, KPN Telecom, and ABN AMRO Bank, as well as local innovators, such as NS. 3 marks the End of Life (EOL) of the StackState 4. StackState v5. A guided tour of StackState's AIOps platform 3. Dynatrace. 0 instead of the 1. 3 release, our existing relating changes to incidents-feature is extended by automatically relating problems and changes that were the likely causes of these problems. 80% Decreased MTTR: by identifying the root cause and alerting the right teams with the correct information. | StackState helps developers and SREs supporting Kubernetes. Founded in 2004, CI Radar is the first competitive intelligence company to offer a comprehensive web-based, 24 x 7 economical competitive intelligence solution for business. StackState has a rating of 0 stars with 0 reviews. Company About. We have contributed many bug fixes back to these projects in the course of building our. 5 ways StackState provides deeper insights with Splunk data. Zandré Witte, Tech Lead on the Integrations Team at StackState, talks about the move towards containerized environments and Kubernetes observability. StackState automatically collects all observability data, shows dependencies across services and leads engineers on the fastest path to remediation. Atlanta, Georgia – September 12, 2019 – StackState, the world’s Topology-Powered Observability platform for hybrid IT, today announced that it has been named a Cool Vendor based on September 10, 2019, report titled, “Cool Vendors in Performance Analysis” by Padraig Byrne, Federico De Silva, Pankaj Prasad, Sanjit Ganguli, Manjunath. Blog Gartner. ai. Besides this acknowledgement by Forrester, we are named a 2019 Cool Vendor by Gartner (get your freebie report here). Because topologies can get very large, StackState automatically groups the components. The quick top-level stats: Average rating of 4. 22, 2019 /CNW/ -- StackState, world's leading monitoring and AIOps platform for hybrid IT, today announced that it has been named a Cool Vendor based on the Sept. io has a rating of 5 stars with 4 reviews. Queue interface • Work with an abstract data type (specifically, Queues) by using only the interface of an implementation • Apply what you have learned about how Stacks and Queues work Background Consider the following. Using StackState to monitor your AWS environment will help you to: Get a real-time picture of your entire environment including relationships between on-prem and AWS components. StackState’s Neo4j Graph database is replaced by StackGraph. The final level of the monitoring maturity model is all about applying Artificial Intelligence for IT Operations (AIOps) . Select Show third-party vulnerabilities and specify risk levels (you can select more than one) to display a topology of third-party vulnerabilities. com ) StackState, world’s leading monitoring and AIOps platform for hybrid IT, today announced that it has been named a Cool Vendor based on the Sept. See side-by-side comparisons of product capabilities, customer experience, pros and cons, and reviewer demographics to find the best fit for your. Gartner Cool Vendor status for StackState!! Congratulations team, a wonderfull recognition for your unique technology. Limit the number of unexpected consequences from changes by leveraging a CMDB to identify the dependencies between components involved in the change. The ServiceNow StackPack allows near real time synchronization between ServiceNow and StackState. Better observability data means faster remediation and more reliable operations. plainid announces partnership with sap. Company About Careers SOC 2/SOC 3 Compliance ContactStackState | 3,082 followers on LinkedIn. How to Setup Multi-Cluster Observability. As a Fortune Global 500 company, it reported revenues of $44. Gartner writes. A topology consists of components and relations combined with their health state. | StackState, the only topology-powered observability company, delivers a new and essential capability for managing today's complex hybrid, cloud and container environments. Global Asset Engineering and Architecture Lead Lead - Intelligent Automation, Agile and DevOps at Advanced Technology Centers in India (ATCI) 2yYour work is amazing, you are building a platform that is so impactful that I can imagine how valuable it is for those navigating this battle as patients and…StackState 3,096 followers 5y Report this post Report Report. Our unique approach provides a complete picture of. StackState | 3,082 followers on LinkedIn. Based on verified reviews from real users in the Security Information and Event Management market. StackState is built for scale and runs on Kubernetes in your cloud or data center. 10 customer reviews submitted and published within two weeks. If you make changes to the stackstate-agent helm chart, you probably want to test if our acceptance tests will work after your changes. ServiceNow change request events are also. StackState presents five predictions for 2023 to pay attention to, in order to foster healthy growth and enable Kubernetes to flourish in your organization. StackState Named a Cool Vendor by Gartner | AP NewsJuniper Apstra. No more hours wasted in fixing issues, use guided remediation to troubleshoot effectively. Applying OpenTelemetry for Deeper Observability Dec 6 · Andreas Prins 6 min read. Enabling you to: 1. Save to My Lists. The release of StackState 4. StackState has 0 reviews with an overall average rating of 0. StackState delivers a new and essential capability for managing today’s complex hybrid, cloud and container environments. 3 things you don’t want to miss about StackState at 2021 Gartner® IT Infrastructure, Operations & Cloud Strategies Conference EMEAStackState, the only topology-powered observability company, delivers a new and essential capability for managing today's complex hybrid, cloud and container environments. Our co-founders, Mark Bakker and Lodewijk Bogaards, had been called in to help the bank deal with a crisis. BigPanda vs Moogsoft. 2022-10-07 8 min read. Leading enterprises like KPN, Vodafone, Accenture and Danske Bank rely on. . 20, 2019 /CNW/ -- Sta. 6 out of 5 (higher than Dynatrace, AppDynamics, DataDog and New Relic!) Eight five-star ratings and two four-star ratings. Competitors and Alternatives. Book a demo. Since observability is a natural extension of monitoring solutions, Gartner says there are “less downsides” to investing in these new tools. Blog. With StackState running as a SaaS on AWS, you quickly get the advanced observability and troubleshooting data you need for AWS services and other technologies, such as Kubernetes, Splunk, Elastic and more. 945 volgers 3 w Deze bijdrage melden. 1 released! StackState v4. Our unique approach provides a complete picture of. Rundeck executes the job and logs into the target system, then cleans up the excess log data. Blog Gartner Research Analyst Reports White Papers Videos Webinars & Events. Leading enterprises like KPN, Vodafone, Accenture and Danske Bank rely on. StackState | 3,081 followers on LinkedIn. Optimized for quick response. io has a rating of 5 stars with 4 reviews. He brings three decades of experience scaling enterprise software businesses by leading high-performance teams,. This week we released v5. 2019-09-21 02:45 1823 AI startup StackState. This flexibility is critical, especially for global operations. Note: If you don’t already have StackState, request a free trial. Leading enterprises like KPN, Vodafone, Accenture and Danske Bank rely on. Unify the observability for your IT environment and extend StackState functionality with StackPack add-ons and deep API integrations for 70. AI startup StackState named a '2019 Cool Vendor in Performance Analysis' by leading research company, Gartner. Gartner defines the service mesh market as the market for distributed computing middleware that enables, secures and optimizes communications between services running primarily in container management systems. OpsRamp is an AIOps-powered IT operations management (ITOM) solution. 2 stars with 9 reviews. Back. The image below illustrates the kinds of data in a pyramid, where each layer represents the abundance of each data type. 2 version range to upgrade to a more recent release. To access the Smartscape environment-topology view, in the Dynatrace menu, go to Smartscape topology. This allows it to reason whether a particular type of anomaly might trigger a change in the topology and calculates the impact of such a change. AI startup StackState named a '2019 Cool Vendor in Performance Analysis' by leading research company, Gartner. | StackState helps developers and SREs supporting Kubernetes-based applications to effectively troubleshoot performance and reliability issues. Get free access to current Gartner research about IT operations topics, read summary blogs, and subscribe to receive future curated Gartner research from StackState. Gartner does not endorse any vendor, product or service depicted in this content nor makes any warranties, expressed or. 0. It is built on top of a one-of-a-kind “ time-traveling topology ” capability that tracks all dependencies, component lifecycles, and configuration changes in your environments over time. Elastic has a rating of 4. Back. StackState StackState, the only topology-powered observability company, was founded in 2015 and is headquartered in Boston, with European operations in The Netherlands. The first three lines inform Kubernetes that we want to configure a liveness probe, and that its type should be “command. Leading enterprises like KPN, Vodafone, Accenture and Danske Bank rely on. 20, 2019 /PRNewswire/ -- StackState, world's leading monitoring and AIOps platform for hybrid IT, today announced that it has been named a Cool Vendor based on the Sept. Their sole focus and deep expertise lie in solving. com StackState shares key takeaways from Gartner's 2021 Market Guide for AIOps Platforms and is named a Representative Vendor in the domain-agnostic AIOps platforms. No more hours wasted in fixing issues, use guided remediation to troubleshoot effectively. Time to detect the risk/vulnerability. StackState | 2. We are very proud to present the latest release of StackState: 4. StackState has a long history of building on and contributing to open-source software. Based on verified reviews from real users in the AIOps Platforms market. Better observability data means faster remediation and more reliable operations. Blog Gartner Research Analyst Reports White Papers Videos Webinars & Events. | StackState helps developers and SREs supporting Kubernetes-based applications to effectively troubleshoot performance and reliability issues. The platform applies machine learning algorithms to determine which patterns have greater relevance due to their locality. The release of StackState 4. Gain insights from Gartner's report, "CTOs' Guide to Containers and Kubernetes," addressing key concerns, benefits, limitations and emerging trends. The StackState v5. StackState is mentioned as a key vendor in Gartner's IT Performance Hype Cycle. Leading enterprises like KPN, Vodafone, Accenture and Danske Bank rely on. Connect With ON. 5 marks the End of Life (EOL) of the StackState 4. Gartner Peer Insights content consists of the opinions of individual end users based on their own experiences, and should not be construed as statements of fact, nor do they represent the views of Gartner or its affiliates. 20, 2019 /PRNewswire/ -- StackState, world's leading monitoringStatistics and Probability questions and answers. This is the last release containing the stac CLI. See side-by-side comparisons of product capabilities, customer experience, pros and cons, and reviewer demographics to find the best fit for your organization. csv and . Security monitoring is a critical component of an effective security program because it helps to identify potential threats before they can cause harm. User Satisfaction. No more hours wasted in fixing issues, use guided remediation to troubleshoot effectively. By 2016, Google had over 1,000 site. Many additions to the right panel to always have information in the context of where you are looking. Dynatrace takes pride in being the leader in Gartner's Magic Quadrant for APM and Observability. 1st Easiest To Use in Container Monitoring software. This report is a must-read for anyone involved in a Kubernetes deployment, whether you're a CTO, Site Reliability Engineer or a developer who is just getting started or well underway. The term was first coined by Gartner (in 2016), one of the world’s leading research and advisory companies. StackState is mentioned as a key vendor in Gartner's IT Performance Hype Cycle. Broadcom’s category-leading product portfolio serves critical markets including data center, networking, enterprise software, broadband, wireless, storage and industrial. Only 8% of companies say they do not have any plans to adopt DevOps in 2019. StackState has a rating of 0 stars with 0 reviews. Unburden analysts and reduce false positives with smart analytics. But it doesn’t matter as long as Splunk meets your integration requirements. About StackState. Time to address the risk/vulnerability. You can visualize your NGINX web servers and see the full picture of your landscape topology, including its critical dependencies. Summary. StackState Named a Cool Vendor by Gartner ATLANTA, Sept. Read on to see what compelled me to join. How Accenture Powers Automation and Observability with StackState (Gartner Conference Presentation) Accenture’s vision for value-led, business-aligned operations applies ML, Automation & Observability to help cloud-hosted and on-premise systems diagnose and heal themselves. Based on verified reviews from real users in the AIOps Platforms market. Mark Arts, Senior Solutions Engineer at StackState Room: exhibitor session room 1 You have plenty of tools. Topology based Root Cause Analysis (RCA)" The AIOps market is growing rapidly. Gartner estimates the size of the AIOps platform market at between $300 million and $500 million per year. salesforce buys israeli co bonobo. With the 4. Welcome to the StackState support site!Psyched to be part of a great team and an exciting mission at StackState. StackState improves the performance. Our clear and affordable pricing makes it easy to get started today. Blog Gartner Research Analyst Reports White Papers Videos Webinars & Events. When the ServiceNow Agent integration is enabled, configuration items (CIs) and their dependencies from the ServiceNow CMDB will be added to the StackState topology as components and relations. . Tracing gives you end-to-end insights at the code level. 16 version you have seen in the past. Contact a StackState Sales Representative to get detailed pricing information about for our self-hosted or SaaS Observability and AIOps platform. StackState’s Post. CoreStack was named an IDC Innovator for Cloud Management Solutions by IDC and in the Gartner Magic Quadrant for Cloud Management Platforms 2020 by Gartner. Last Funding Type Series A. 22, 2019 /PRNewswire/ -- StackState, world's leading monitoring and AIOps platform for hybrid IT, today announced that it has been named a Cool Vendor based on the Sept. StackGraph is an in-house developed big data store with time travel capabilities. Limit the number of unexpected consequences from changes by leveraging a CMDB to identify the dependencies between components involved in the change. Specialized Workloads: Tailoring different clusters to specific types of workloads is a game-changer. This way, StackState's next-gen monitoring and AIOps platform will let let you know when a particular component becomes unhealthy. See side-by-side comparisons of product capabilities, customer experience, pros and cons, and reviewer demographics to find the best fit for your. Feb 3, 2022. . Amazon Elastic Kubernetes Service (EKS) is a popular container management solution, known for its scalability, reliability and integration with AWS services. 20, 2019 /PRNewswire/ -- StackState, world's leading monitoring and AIOps platform for hybrid IT, today announced that it has been named a Cool Vendor based on the Sept. Gartner IT IOCS Highlights: How Accenture Powers Automation Through Observability and StackState’s 4T Data Model - Read Accenture’s story on the StackState blog. Software. It is often shortened to “K8s,” an abbreviation that results from counting the eight letters. Achieve fast time to value with instant deployment and. StackState automatically collects all observability data, shows dependencies across services and leads engineers on the fastest path to remediation. util. 20, 2019 /PRNewswire/ -- StackState, world's leading monitoring and AIOps platform for hybrid IT, today announced that it has been named a Cool Vendor based on the Sept. the view health state triggers an event handler that invokes an automatic remediation job in Rundeck. ATLANTA, Sept. Like the uncharted oceans, Kubernetes architecture is vast, making troubleshooting more like a quest for buried treasure without a map. Devops Gartner Hype Cycle Images. This flexibility is. Decrease MTTR, reduce outages, and give developers back time. Anthony is a Solutions Engineer with StackState and a lifelong technologist. Please enter url. 5. Anthony is a Solutions Engineer with StackState and a lifelong technologist. Read now. Leading enterprises like KPN, Vodafone, Accenture and Danske Bank rely on. See side-by-side comparisons of product capabilities, customer experience, pros and cons, and reviewer demographics to find the best fit for your organization. Access all resources of StackState here. Oct 27 · Genevieve Cross 16 min watch. In most cases, a single Host Agent is installed on the StackState server to provide Agent-less integration with APIs from multiple sources. The StackState v5. Our powerful 4T Data Model is enabled by a versioned graph database that stores relationships between objects, correlated with each object’s telemetry and trace data, at every moment in time. 20, 2019 /PRNewswire/. 1 released. In StackState, navigate to StackState > StackPacks > AWS (legacy) StackPack. 1 hereafter. Decrease MTTR, reduce outages, and give developers back time. Sluiten. Figure 1: Defining observability maturity at each level. Then you follow a two-step approach to remediate the problem. Support for OpenTelemetry traces, specifically for serverless AWS Lambda applications built with Node. ATLANTA, Sept. Red Hat OpenShift is one of the best containerization and orchestration tools. it has wide support with all other popular programing languages and different development frameworks. AIOps and Visibility for Dummies. 4 stars with 28 reviews. | StackState helps developers and SREs supporting Kubernetes-based applications to effectively troubleshoot performance and reliability issues. And it is expected that a quarter of Global. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose. ATLANTA, Sept. Back. CoreStack is a Microsoft Azure Gold & Cosell Partner and an Amazon AWS Advanced Technology Partner. In less than five minutes, StackState creates a topology map of. StackState is present in 0 markets with 0 products. This Gartner research describes how I&O leaders improve observability, customer experience and business health by starting with AIOps, adding CMDB and,. ATLANTA, Sept. . Topology-powered observability for hybrid, cloud and container environments. StackState | 3,080 followers on LinkedIn. AI startup StackState named a '2019 Cool Vendor in Performance Analysis' by leading research company, Gartner ATLANTA, Sept. StackState Engineer, Melcom van Eeden, discusses OpenTelemetry and serverless, why it's an innovative new standard, and how it helps SREs, DevOps, and developers. AI startup StackState named a '2019 Cool Vendor in Performance Analysis' by leading research company, Gartner ATLANTA, Sept. Access all resources of StackState here - 8. StackState | 3,091 followers on LinkedIn. 22, 2019 /PRNewswire/ -- StackState, world's leading monitoring and AIOps platform for hybrid IT, today announced that it has been named a. KubeCon + CloudNativeCon 2023. Enabling you to: 1. This can help predict the likelihood of a proposed change creating an undesirable impact". Elastic vs StackState. Docs Explore the product. Find the top AIOps Platforms with Gartner. And Why It's Time. But clearly, as the scheme states, they come very close with Datadog. read more. siemplify closes $30m in series c financing. | StackState helps developers and SREs supporting Kubernetes-based applications to effectively troubleshoot performance and reliability issues. Each level of observability builds on the foundation established in previous levels to add capabilities in capturing, tracking and analyzing data. The platform combines and analyzes metrics, logs, events, and data beyond typical monitoring data, like Google Analytics, CMDBs, CI/CD tools, service registries, automation, and incident management tools. StackState consolidates multiple Dev/Ops tools in a full stack overview, provides insights into the health of the stack, automates problem finding and helps Dev/Ops engineers fix and prevent failures to create the Zero Downtime Enterprise. about why it’s key to monitor NGINX in context with the rest of your IT stack. In short, we've improved StackState in the following ways: Automatically relating changes to likely causes Discover What Guided Troubleshooting Can Do for You. StackState is an out-of-the-box solution to observe your entire Kubernetes stack, identify problems, automatically highlight the changes that cause them and provide the full context for effective troubleshooting. Based on a single agent, StackState is able to check system processes and autodetect all running NGINX instances. 0 0 Reviews (All time) Review weighting Browse StackState Reviews StackState is present in 0 markets with. StackState in Boydton, VA Expand search. Access all resources of StackState here. Read Full Review. The release of StackState 4. 20, 2019 /PRNewswire/ -- StackState, world's leading monitoring and. It continuously captures IT operations change and failure data and will make it very easy to travel in time: retrieve the status of the IT stack at any moment in the past. min read. In addition to MTTR, Gartner lists the following additional benefits of observability: Improved end-user satisfaction: By reducing the time to identify issues, improved application uptime and performance will reduce customer churn, enhance return rates, and increase client spend. ATLANTA, Sept. 4 Star 35%. 🔥 Gartner® Report: CTOs' Guide to Containers and Kubernetes — Answering the Top 10 FAQs. Discover What Guided Troubleshooting Can Do for You. StackState 13h Report this post Report. Figure 1: Defining observability maturity at each level. He has spent the last 15 years helping companies advance their software delivery capabilities while maintaining reliability, working extensively to support customers in the SaaS, AI, and Service Management landscapes. Gartner defines the service mesh market as the market for distributed computing middleware that enables, secures and optimizes communications between services running primarily in container management systems. 22, 2019 /PRNewswire/ -- StackState, world's leading monitoring and AIOps platform for hybrid IT, today. Based on verified reviews from real users in the AIOps Platforms market. Ltd. If you want to learn more about AIOps, here are some resources for you to start with: 1. StackState | 3 083 följare på LinkedIn. Access all blog resources of StackState here. Elastic vs StackState. There is no need to predict that Kubernetes adoption will continue to explode! However, if we unpack this rapid adoption, what else do we know about the widespread uptake of Kubernetes?. | StackState helps developers and SREs supporting Kubernetes-based applications to effectively troubleshoot performance and reliability issues. The health state of a component is indicated by two colors: The component color indicates the health state that is calculated for the component itself. Hope…Splunk integrates with a little over 100 technologies. Gartner research publications consist of the opinions of Gartner's research organization and should not be construed as statements of fact. Value for you: no more blind spots and immediately know when and how one component is impacting other components or even the business. StackState Enterprise Software and Services Reviews business 0. StackState | 3,091 followers on LinkedIn. . StackState landed large organizations such as KPN, Vodafone, and Accenture who needed this time-traveling topology to stay on top of their ever-changing, highly complex environments. Thank you to the @Gartner IT Infrastructure, Operations and Cloud Strategies community for the warm welcome, great time and energizing discussions this week… StackState on LinkedIn: Guided. “Order” means the document by which Software and Support are ordered by Client. The StackState team will be in Frankfurt, Germany, June 5-6 for Gartner IT Infrastructure & Operations Management Summit. "Sumo is a wonderful tool that we leverage so that we achieve very clear observability and also strengthen our system from a security point of view. 14. 5. siemplify closes $30m in series c financing. StackState | 2,833 followers on LinkedIn. ". StackState’s Post. Artificial Intelligence • Information Technology. Enrich and analyze traces, logs, and metrics in real-time with automatically generated application topology. StackState Mentioned in Gartner's IT Performance Hype Cycle · Olaf Schouws 2 min read. StackState can, as Gartner describes: "provide the probability that the impact of a change on one node can be propagated to another. Watch this video, presented during the Gartner IT Infrastructure. "Psst. Leading enterprises like KPN, Vodafone, Accenture and Danske Bank rely on. 1 2 3. Data is gathered and received by one or more Agents and delivered at the Receiver API. Install the Kubernetes StackPack from the StackState UI StackPacks > Integrations screen. 17 Ratings. 🔥 16 November Webinar: Transform Your Kubernetes Troubleshooting With Data Correlations. AIOps is a new Product Category defined by Gartner. Blog Gartner Research Analyst Reports White Papers Videos Webinars. Get free access to current Gartner research about IT operations topics, read summary blogs, and subscribe to receive. Now you need unified insights. StackState's Topology and Relationship-Based Observability platform lets you manage your dynamic IT environment more effectively by unifying performance data from your existing monitoring tools into a single topology. StackState Named 2019 Gartner Cool Vendor By Alex Pinchev Oct 24, 2019. No more hours wasted in fixing issues, use guided remediation to troubleshoot [email protected]’s Post StackState 2,982 followers 1mo Report this post. The final level of the monitoring maturity model is all about applying Artificial Intelligence for IT Operations (AIOps) . Heidi Gilmore. Like the uncharted oceans, Kubernetes architecture is vast, making troubleshooting more like a quest for buried treasure without a map. In this e-book, Captain Stacky and his friends uncover the secrets of our Kubernetes troubleshooting solution. See Software. | StackState helps developers and SREs supporting Kubernetes-based applications to effectively troubleshoot performance and reliability issues. 917 follower su LinkedIn. Auto-discover topology to visualize relationships and dependencies and provide context on stack activities. ScienceLogic has a rating of 4 stars with 3 reviews. StackState has a rating of 0 stars. Competitors and Alternatives. | StackState, the only topology-powered observability company, delivers a new and essential capability for managing today's complex hybrid, cloud and container environments. Discover What Guided Troubleshooting Can Do for You. It will help you understand your current monitoring. Leading enterprises like KPN, Vodafone, Accenture and Danske Bank. ”. from finance, telecom, to managed service providers — and includes global enterprises like IBM Global Services, Vodafone, KPN Telecom, and ABN AMRO Bank, as well as local innovators, such as NS.