Most recently, Mohan led Product. Real-time Topology. IT Operations teams spend valuable time on various manual tasks that delay remediation. The AI-Generated Incident Analysis helps your team quickly understand causality and impact, dramatically shortening resolution time. “Make life easier” isn’t a mantra for the lazy—it’s a way to drill down on important automation in the IT Ops room. Incident 360 Console. As we all adjust to this new normal, many organizations are faced with the prospect of having. Let’s explore how the new integration maps to BigPanda’s product announcements from earlier this year. Level-0 Automation is a level of automation unique to BigPanda’s AIOps platform that automates manual IT tasks and streamlines manual incident triage—allowing ITOps to efficiently handle high incident volumes. Generative AI for Automated Incident Intelligence. Automate incident analysis to speed resolution and reduce escalations. DevOps and SRE. Incident 360 Console. Mean time to know (MTTK): The average amount of time it takes for an incident response team to become aware of an issue. Incident 360 Console. Root Cause Changes. A tool rationalization head start with BigPanda. BigPanda was purpose-built for Incident. MOUNTAIN VIEW, Calif. , the leader in Incident Intelligence and Automation powered by AIOps, today announced Generative AI for Automated Incident Analysis, a new capability that uses advanced AI to estimate incident impact, suggest likely root causes. The new Environments API enables administrators to reduce complex manual configuration challenges by templatizing and automating the creation and configuration of environments at scale. Real-time Topology Mesh. Suboptimal IT operations lead to many hidden costs, as enterprises tend to support poorly performing services instead of fixing them, growing CS teams to support badly functioning features, pulling DevOps teams off of innovation and into supporting growing incident management efforts, and more. , provider of the first Autonomous Digital Operations solution, today introduced new capabilities to its cloud platform for IT Operations, including two major product. Recognized as a Strong Performer in Forrester’s Process-Centric AI for IT Operations report. Whiskey and Wisdom is a monthly executive-only forum where IT operations leaders can network independently and discuss high-level AI operations and ITOps strategies with their industry peers. AIOps tools, otherwise known as AI & ML-powered IT Ops tools are well suited for handling the massive streaming datasets that are common to IT. Real-time Topology Mesh. Become an AIOps certified pro! About the BigPanda AIOps Platform. Automatic Incident Triage. BigPanda is proud to announce its newest partnership with Optm, a leading next-generation services and solutions provider. Automatic Incident Triage. Raw alarm data is a start, but it’s not sufficient to be able to pinpoint root cause and enable an effective fix. Hyper growth—like what BigPanda is poised to do— creates a monumental shift in the way things are done and how people communicate. Automated Incident Analysis. Both have their own benefits and drawbacks, so it’s important to understand the difference between them before. This nomination acknowledges the entire team at Lumen who set the bar for how much value can be delivered when there is a unified mission and a clear outcome-driven plan, much of. Automatic Incident Triage. Not only do they often waste minutes during the incident triage phase, but when incidents require further investigation, they can spend valuable minutes sharing information with ticketing, service desk and on-call notification or paging. Root Cause Changes. Includes ready-to-use ITOps reports and dashboards and provides end-to-end insights into health trends and ITOps KPIs. BigPanda supports DevOps and SRE models. Event correlation. – May 16, 2018 – BigPanda Inc. We certainly have a ton of new technology – from IoT to containers to artificial intelligence. The console allows them to easily see and investigate incidents, analyze their impact, determine their root cause and take action on them, as well as collaborate with other team members to. – July 8, 2015 – BigPanda, the data science platform for automating IT event correlation and incident response to reduce system and network downtime, has just introduced AutoShare to make it easier for IT operations. Generative AI for Automated Incident Intelligence. In short, MTBF is a vital incident metric. The virtual conference will take place on Wednesday, May 18, 2022, with a focus on how IT Ops professionals are embracing. To learn all the details, understand more about SLIs and learn why implementing true observability lowers the total cost of ownership of your IT Ops tools, we invite you to watch our webinar on-demand. That’s where BigPanda, powered by AIOps, can really help retailers. Automate incident analysis to speed resolution and reduce escalations. Automatic Incident Triage. BigPanda’s. Assaf Resnick, CEO and co-founder of BigPanda, sat down with Sanjay Chandra, vice president of information technology at luxury electric automaker Lucid Motors, at Gartner IT IOCS 2022. Incident 360 Console. Includes ready-to-use ITOps reports and dashboards and provides end-to-end insights into health trends and ITOps KPIs. Phase 1: Compress and Distill. BigPanda’s Incident 360 console reveals statistically significant changes linked to each incident, enabling users to confirm matches before initiating incident triage or roll-back. AIOps provides automation. BigPanda is announcing today that we are streamlining and restructuring our company to better. SAN FRANCISCO, Aug. Incident 360 Console. Real-time Topology Mesh. Root Cause Changes. BigPanda’s unique implementation of explainable AI is guided by the principles of full transparency, testability and control. BigPanda’s AI powered platform helps ITOps teams prevent, manage, and resolve IT incidents with intelligent automation. With that success, monitoring is now able to clear the alert, and the incident automatically closes in BigPanda if all alerts contained in that incident are resolved. In their early days, “fly-by-wire” aircraft. Generative AI for Automated Incident Intelligence. Automatic Incident Triage. Generative AI for Automated Incident Intelligence. Incident 360 Console. That’s where BigPanda provides the solution. Root Cause Changes. Here are some of my takeaways from BigPanda’s most recent Whiskey and Wisdom forum:Tool consolidation is the process of analyzing which IT observability and monitoring tools to use, which to add, and which to retire. Generative AI for Automated Incident Intelligence. Generative AI for Automated Incident Intelligence. It quickly identifies patterns in a fully customizable manner to isolate critical issues. Pragmatic, explainable AI. ITOps and DevOps teams need a clear roadmap to design, implement, and operate the incident management process; IT incident management best practices provide a. Incident 360 Console. Automatic Incident Triage. Google provides a baseline configuration that’s very sophisticated at detecting spam. The AI-Generated Incident Analysis leverages Large Language Model AI to provide plain-language incident titles and detailed descriptions built from enriched, actionable incident data. 7 Business Days. Real-time Topology Mesh. Root Cause Changes. Automate incident analysis to speed resolution and reduce escalations. Automate incident analysis to speed resolution and reduce escalations. SAN FRANCISCO, Feb. Read this best practices guide to learn how to get started. SAN FRANCISCO, June 10, 2021 — BigPanda, Inc. IT operations teams have some of the most stressful jobs in IT. Securing organizational commitment enhances the quality of alerts and incident response. Real-time Topology Mesh. The rise of new technologies has grown immensely in the past few years, and this is only predicted to continue for 2023. Real-time Topology Mesh. It enables ITOps teams to automate processes including: Creating tickets. Mean Time Between Failures (MTBF) measures the average duration between repairable failures of a system or product. Real-time. , the leader in Event Correlation and Automation powered by AIOps, today announced the availability of Automatic Incident Triage, a. Enterprise IT Customers Realize Quick Returns from BigPanda’s Open Box Machine Learning & Unified Analytics. Automate incident analysis to speed resolution and reduce escalations. Automatic Incident Triage. , the leader in Event Correlation and Automation powered by AIOps, today announced its SaaS platform, which is integrated with Datadog, Inc. Automatic Incident Triage. Automate incident analysis to speed resolution and reduce escalations. Real-time Topology Mesh. Automated RCA is the process of using automation to investigate incident root causes in real time using AI/ML. Real-time Topology Mesh. See incidents more clearly. Root Cause Changes. End-to-end visibility: Categorize your data in a way that will solve a lot of the heavy lifting for your team. BigPanda’s customers aren’t just working in microcosms. As your business grows and adds applications and digital offerings, BigPanda helps you scale IT operations without increasing complexity or cost. In this webinar, BigPanda’s own VP of Product Marketing Mohan Kompella and Syapse’s Chief Data and Product Development Officer Vinod Subramanian talk about what is and isn’t working in healthcare ITOps and how AIOps fits into healthcare. Both have their own benefits and drawbacks, so it’s important to understand the difference between them before. IT incident management is a systematic approach to detect, evaluate, resolve, and prevent IT incidents to reduce their adverse effects on business operations. Generative AI for Automated Incident Intelligence. Real-time Topology Mesh. The AI-Generated Incident Analysis leverages Large Language Model AI to provide plain-language incident titles and detailed descriptions built from enriched, actionable incident data. Learn your way with short courses, certification paths, and much more. SAN FRANCISCO, Feb. io. Based on this enriched information, teams can either immediately resolve the incident, assign it for further investigation, or forward it to domain experts or L3 teams. A lot has been written about the ever-elusive “Single Pane of Glass” (or SPOG). Real-time Topology Mesh. How BigPanda gets your organization to root causes of incidents faster than ever. Companies scaled during the pandemic due to a shift in consumer behavior, and many companies had to pivot their ITOps strategies. Automatic Incident Triage. Key considerations for IT leaders as they embrace automation and autonomous operations. Incident 360 Console. The platform detects workflow downtime in the right time and provides solution for unlocking all the business potentials. BigPanda assists enterprises and their ITOps teams in adopting AI/ML automation. Syapse is a real-world evidence software company working with health systems and life science. Automatic Incident Triage. Use BigPanda together with your best-of-breed monitoring and observability tools to shorten your incident management lifecycle and dramatically improve your MTTR. First – improved NOC. It can also act as a smart assistant for ITOps, SREs, and DevOps teams, greatly reducing stress and improving incident response. And New Relic is a great place to start. Automatic Incident Triage. Root Cause Changes. End-users can now set the sort order, pagination rules, and query incidents by tag, time frame, source system, and more. Rather than continuously monitoring these streams, individuals are notified when significant events or alerts occur. and how BigPanda can help you do just that! More Hard NOC Life. Automate incident analysis to speed resolution and reduce escalations. Automatic Incident Triage. Dell’s recent acquisition of Moogsoft is the most recent validation of the growing market for automated ITOps – also known as AIOps. AI in general, and AIOps in particular, is rapidly becoming key to success in today’s complex and fast moving IT environments, and DevOps has much to gain by adopting it. SAN FRANCISCO, March 21, 2023 — BigPanda, Inc. Root Cause Changes. Real-time Topology Mesh. Incident 360 Console. BigPanda’s hybrid work environment enables people to work both in our offices and from home, enjoying the benefits of in. IT Ops Maturity November 29, 2021. They discussed Lucid’s unique ITOps journey and how BigPanda helps minimize downtime of critical applications and services. to 10:30 a. Root Cause Changes. It enables ITOps teams to automate processes including: Creating tickets. Generative AI for Automated Incident Intelligence. Root Cause. “The best tool for data transformation into useful business insights. The incident management process involves five steps. Target an area with known technical and business dynamics but poor alert quality. SAN FRANCISCO, July 11, 2023 — BigPanda, Inc. SAN FRANCISCO, March 18, 2021 — BigPanda, Inc. Recognized as a Strong Performer in Forrester’s Process-Centric AI for IT Operations report. BigPanda’s Event Enrichment Engine also offers a purpose-built, intuitive user interface that helps you create and maintain this enrichment logic, with the unique ability to preview the results of the enrichment logic before going live. Review our policies to see just why you can trust us with your business. Root. Automated Incident Routing to the Rescue. IT Ops Maturity November 29, 2021. Target Resolution/Workaround. BigPanda environments are fully customizable, actionable, filtered incident views that simplify incident management in modern enterprises. Automatic Incident Triage. SAN FRANCISCO, Feb. Embracing the Change. IT incidents often lack critical business context necessary to conduct triage, resulting in long incident management lifecycles and high. m. Leader in AIOps Takes Home the Prize for Best Cloud Automation Solution. Automatic Incident Triage. , the leader in Event Correlation and Automation powered by AIOps, today announced the availability of Automatic Incident Triage, a new platform component that significantly reduces the manual toil associated with the triage phase of incident management. Automate incident analysis to speed resolution and reduce escalations. Incident 360 Console. Real-time Topology Mesh. BigPanda Tel Aviv’s hybrid work environment enables. This shift from an eyes-on-glass approach to an alert-initiated mode is a game-changer for tech. BigPanda’s Level-0 Automation streamlines stressful, manual incident triage, allowing IT Ops to efficiently handle high incident volumes. Featured Resources Infographic: Four crucial capabilities for automating root cause analysisBigPanda’s Real-time Topology Mesh is displayed in context to the incident operators are working on, helping them visualize the impact of incidents and their root cause, even in the most complex of hybrid cloud. Generative AI for Automated Incident Intelligence. ServiceNow IT Service Management (ITSM) is a comprehensive suite of tools and processes designed to manage and deliver IT services to external customers. io. BigPanda’s AI powered platform helps ITOps teams prevent, manage, and resolve IT incidents with intelligent automation. Real-time Topology Mesh. Improved correlation and alert noise suppression. Environments can be defined by any parameter, such as role and responsibility, location, severity. Reduce MTTR by up to 50% by harnessing AI to automatically identify the underlying cause of an IT incident and its impact across complex hybrid cloud deployments. Automatic Incident Triage. SAN FRANCISCO, July 11, 2023 (GLOBE NEWSWIRE) -- BigPanda, Inc. Incident 360 Console. BigPanda for ITOps pros. To learn more about these best practices and how BigPanda’s AIOps platform can help streamline the. Phase 1: Compress and Distill. Automatic Incident Triage. While there are monitoring. [email protected] BigPanda BigPanda helps businesses prevent and resolve IT outages with their platform for Event Correlation and Automation, powered by AIOps. , the leader in Incident Intelligence and Automation powered by AIOps, today announced it will host a user group event on March 21 at Shoreditch Treehouse in London. Generative AI for Automated Incident Intelligence. BigPanda can automatically differentiate between what can be considered “noise” and other higher priority alerts that your ITOps team needs to handle. SaaS-native platform provides built-in scaling, seamless updates, high availability, and. BigPanda Automatic Incident Triage. Incident. [email protected] AI for Automated Incident Intelligence. With more of a heads up for taking care of alerts, your team can be proactive—and thus avoid. BigPanda’s RESOLVE ‘22 conference hosted a number of luminaries in the AIOps and IT Ops world,. In more than 15 years of managing enterprise software sales, this is the first time I knew I was going to play a critical role in. Automatic Incident Triage. Set up a major incident management team – to optimally benefit from your existing staff. Root Cause Changes. Generative AI for Automated Incident Intelligence. Automate incident analysis to speed resolution and reduce escalations. m. Headquartered in the heart of Silicon Valley, we have also now grown roots in Irvine, Austin, Chicago and New York. Automatic Incident Triage. Leading this round is Greenfield Partners, a partnership backed by TPG Growth,. Root Cause Changes. Incident 360 Console. This is a simple 3×3 table, with leadership on one axis, and performance on the other. Root Cause Changes. New Capability Automatically Delivers Clear Incident Descriptions to Estimate Incident Impact and Suggest Root Causes. Automate incident analysis to speed resolution and reduce escalations. BigPanda engineers your raw events across several stages including filtering, normalization, deduplication, aggregation, and enrichment. This shift from an eyes-on-glass approach to an alert-initiated mode is a game-changer for tech operations teams. Root Cause Changes. ”Generative AI for Automated Incident Intelligence. Real-time Topology Mesh. Here are some guidelines, based on our experience, that help: Use incident enrichment mechanisms to add information about the team likely to be called for each type of alert based on location, infrastructure, etc. Accelerate incident resolution with automated notifications and ticketing. Automatic Incident Triage (AIT) allows for improved incident resolution automation through custom incident tags, which can increase performance and availability, improve NOC productivity, and reclaim critical FTE. Unlock IT efficiency with BigPanda’s Unified Analytics—gain end-to-end visibility, explore process improvements, and showcase value. Target an area with known technical and business dynamics but poor alert quality. SAN FRANCISCO, October 21, 2020 — BigPanda, Inc. Incident 360 Console. Here's a list of reasons why BigPanda is so impressed with Ansible as an application deployment tool for continuous delivery. It’s Time to Start Talking about Digital Operations. Real-time Topology Mesh. Algorithmic alert correlation is an intelligent way to make sense out of this deluge of machine data and separate the signal from the noise. “The best tool for data transformation into useful business insights. The Business Insider report on layoffs in 2022 found that recruiters were among the most susceptible jobs, with a 7. Discover what’s driving the recognition behind BigPanda’s AIOps innovations. ET/1:30 p. , the leader in Incident Intelligence and Automation powered by AIOps, today announced new Data Engineering capabilities that empowers enterprise DevOps and ITOps teams to unlock the full value of their monitoring and observability tools and get started on their AIOps journey. Root Cause Changes. Root cause analysis. Root Cause Changes. BigPanda received a score of 94. Real-time Topology Mesh. Automatic Incident Triage. In our most recent session, the discussion focused on the burden of technical debt and what ITOps leaders can do to deal with it once and for all. by Amy Brennen | Oct 5, 2023. Incident Intelligence from BigPanda provides a powerful AI/ML-driven alert correlation engine that helps ITOps detect and triage incidents. Root Cause Changes. Generative AI for Automated Incident Intelligence. BigPanda Autonomous Operations Platform was designed and. There are three tenets of Autonomous Operations: Machine Learning. Oddly enough, the transition in the aviation world which I discussed above, suffered from similar problems. A lot has been written about the ever-elusive “Single Pane of Glass” (or SPOG). ” AI/ML-driven alert correlation engine that detects and triage incidents Generative AI for Automated Incident Intelligence Automate incident analysis to speed resolution and reduce escalations Without a real-time, accurate means to get to the root cause of an incident as it occurs, the bulk of incident-impacting alerts caused by changes will continue to be the source of elongated, manual toil and growing MTTR rates. Incident 360 Console. Automate incident analysis to speed resolution and reduce escalations. Streib’s strengths combine technical knowledge with a keen understanding of the importance of creating and. ” “BigPanda’s Event Enrichment Engine helps structure our event data and adds. Incident 360 Console. BigPanda’s Field CTOs explain how to best leverage monitoring data to allow situational awareness and enable proactive IT incident. BigPanda’s. Standardize and automate how to triage incidents: Rich, contextual information enriched to incidents, such as topology, CMDB and change data gives IT. BigPanda correlates, automates and streamlines incident management in the face of ever-increasing complexity, while its results delight your users. How Abbott transformed its incident management process with Workflow Automation. – September 29, 2015 – BigPanda, the data science platform that turns noisy IT data into actionable insights for businesses, announced today that it has launched BigPanda Service Health Analytics This new functionality provides customers with the ability to visualize and understand historical incident patterns. Tel Aviv is home to our Engineering, Product and UX teams. [email protected] AI-Generated Incident Analysis leverages Large Language Model AI to provide plain-language incident titles and detailed descriptions built from enriched, actionable incident data. BigPanda for C-suite. 6, 2020 — BigPanda, Inc. Real-time Topology Mesh. Automate incident analysis to speed resolution and reduce escalations. moderator and BigPanda CPO Fred Koopmans noted that “the stakes have never been higher” for. Real-time Topology Mesh. This KPI represents the effectiveness of your incident management process. BigPanda Open Box Machine Learning creates correlation and automation logic that goes to work out of the box at a 70% correlation rate. Automatic Incident Triage. Generative AI for Automated Incident Intelligence. Yet, it’s extremely progressive in its AI capabilities. In light of the current macroeconomic environment, BigPanda is announcing today that we are streamlining and restructuring our company to better execute on our mission. BigPanda’s first impact came in the way our platform combines sources of IT information. BigPanda’s latest generation of Root Cause Changes offers an intelligent solution to combat these challenges. Automate incident analysis to speed resolution and reduce escalations. Automate incident analysis to speed resolution and reduce escalations. When Ryan Taylor, VP of solutions engineering at Transposit, talks about his experience and outlook in the IT Ops chair, people tend to listen. Dramatically reduce IT noise by filtering out false positives and benign events, and deduplicating recurring or cross-platform repetitions of. Review our policies to see just why you can trust us with your business. ”. Automate incident analysis to speed resolution and reduce escalations. Real-time Topology Mesh. BigPanda US. Watch now. It’s chaos. Created as a SaaS-native event correlation and automation platform for IT Operations, BigPanda delivers high performance with enterprise-class availability, resilience, and dynamic scalability. Using AI-driven event correlation and cross-domain enrichment, BigPanda understands the impact of Datadog alerts on outside dependencies so incidents that affect service availability and user experience can be prioritized and triaged using automated workflows. Automatic Incident Triage. Generative AI for Automated Incident Intelligence. Incident Intelligence. We take privacy and security seriously at BigPanda. Root Cause Changes. m. (NASDAQ: DDOG), is now available in. Operations teams have the root cause changes at their fingertips, in real-time. , a leader in Algorithmic Service Operations solutions for enterprise IT, announced today that it has raised an additional $23 million in Series B funding – expanding the round to a total of $49 million. The event will feature a light breakfast, bento box lunch, all-day refreshments and networking, and presentations by key BigPanda. Automatic Incident Triage. To flip it, with simple automated ticket creation, this organization can accelerate incident remediation by 23,360 hours every year! You should therefore automate incident sharing with ticketing and service desk systems, and on-call notification and paging systems; you should also automate the creation of war-rooms in message and chat. Incident 360 Console. ITOps and DevOps teams need a clear roadmap to design, implement, and operate the incident management process; IT incident management best practices provide a framework for managing IT. The BigPanda Partner ecosystem is an exclusive network of leaders committed to superior AI operations solutions. Over the next 6-8 weeks, BigPanda’s machine learning-driven logic achieves a 95% correlation rate. Automatic Incident Triage. We’re pleased to report that 1,300 IT professionals took the time to answer our survey, giving us a comprehensive and meaningful look into their IT operations and the challenges they face. Enterprise Cloud Platform. Tool consolidation is the process of analyzing which IT observability and monitoring tools to use, which to add, and which to retire. The Open Integration Manager provides an intuitive user interface (UI) where users can easily pre-process and normalize alert data sent via REST APIs without the need for custom code. Incident 360 Console. Generative AI for Automated Incident Intelligence. Streib joined BigPanda in August 2022. Automatic Incident Triage. Eliminating errors and streamlining the incident management process are top priorities for many ITOps, NOC, SRE, and DevOps teams. Generative AI for Automated Incident Intelligence. Morgan. The result is an insightful study examining the current status, the developing trends and the expected future of IT monitoring and AIOps. Automatic Incident Triage. by BigPanda | May 2, 2023. by BigPanda | May 2, 2023. BigPanda nominated Sibito Morley because we admire the vision he has, the team he leads and his unwavering focus on Lumen’s customers. Incident. At BigPanda, we think the best-of-breed route is the way to go. Titled “There Is No Future of IT Operations That Does Not Include AIOps,” the webinar will take a look at Gartner’s 2021 Market. BigPanda further enriches correlated groups alerts, called incidents, with business context, like priority, team, and category. Because the. To help reduce the burden on first incident responders, and to help their enterprises reduce MTTR, we’re excited to announce the latest enhancement to our Event Correlation and Automation platform: Automatic Incident Triage. Better incident respons e. Unify ITOps alert data: This is how your team can get the most holistic view of your data and aligns with the BigPanda Alert Intelligence service. Automatic Incident Triage. BigPanda’s Unified Analytics will be moving to the open beta phase soon. What: BigPanda Pandapalooza Customer Festival ‘21. Triage Incidents Use triage steps to determine priority, establish an assignee, share the incident, and more. Incident 360 Console. BigPanda was architected from the ground-up to provide consistent visibility across all generations of infrastructure, including mainframes, bare-metal servers, private & public clouds, containers and serverless, by letting you easily integrate with all of your monitoring. BigPanda won the award for Best Cloud. Incident 360 Console. Success of AIOps tools, relies heavily on the quality of data fed to their AI/ML. io. Generative AI for Automated Incident Intelligence. Cloud-based IT incident response solution purpose-built for large enterprises. He’s run the show for. Automate incident analysis to speed resolution and reduce escalations. Real-time Topology Mesh. Generative AI for Automated Incident Intelligence. Automate incident analysis to speed resolution and reduce escalations. Within IT Operations, Generative AI can analyze incidents, identify patterns, summarize them, suggest root causes in real-time, and provide valuable insights to operators. Root Cause Changes. Incident 360 Console. The CMDB keeps information that observability and monitoring tools don’t have, including the geographical location of the asset, ownership, purpose, and priority. Automatic Incident Triage. Root Cause Changes. The content of the keynote and some of the far-reaching “future-prediction” sessions left me wondering how much progress we are actually making as an industry. Before you get started, here are five reasons to join in the fun: We provide the basic artwork – think of this as adding costumes to our logo. , the leader in Incident Intelligence and Automation powered by AIOps, today announced Generative AI for Automated Incident Analysis. correlation extraordinary effectiveness in recognizing which events can reasonably be grouped into a single event for triage. Incident 360 Console. Real-time Topology Mesh. Then we get to optimization, where you can focus on alert intelligence to improve the efficiency and effectiveness of the entire system. In addition to our incredible growth, we’ve been thrilled to add a whole host of new clients – like Cisco, Gap. Real-time Topology Mesh. That means everything from a.