InsightFinder AI

InsightFinder AI

Software Development

Raleigh, North Carolina 8,291 followers

The brain behind every IT and AI system

About us

InsightFinder provides innovative machine learning technology to unlock the value in IT operational data, from performance metrics to textual log files, finding root causes for deviations from normal behaviors and recurring patterns, as well as predicting future events and outages, involving your staff only when necessary and appropriate to do so. InsightFinder’s core technologies and patented solutions are available via online subscription or on-premise deployment. InsightFinder is the result of more than 15 years of research and development and has been evaluated and licensed by leading tech companies such as Google. In 2016, InsightFinder Inc. was launched with a highly competitive National Science Foundation Small Business Innovation Research (NSF SBIR) phase I award ($150K, also known as America’s Seed Fund). InsightFinder was then awarded two even more competitive grants; NSF SBIR Phase II award in 2017 ($750K), followed by a subsequent NSF SBIR Phase IIB award in 2018 ($500K). Over 4 million dollars funded the research behind InsightFinder’s development in research grants from the National Science Foundation, Google, IBM, and Credit Suisse.

Industry
Software Development
Company size
11-50 employees
Headquarters
Raleigh, North Carolina
Type
Privately Held
Founded
2015
Specialties
Predictive Analytics, Anomaly Detection, Unsupervised Machine Learning, AIOps, Scalable Stream Learning, Root Cause Analysis, Big Data Performance Tuning, ITOperations, ArtificialIntelligence, Distributednetworks, Digital Transformation, self-healing, incident prediction, and unified health view

Locations

Employees at InsightFinder AI

Updates

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    8,291 followers

    🚀 Revolutionizing Microservice Debugging with ClearCausal Analysis 🚀 🔍 Microservice Performance Issues? Microservice architectures are fantastic for flexibility, but debugging them can be a nightmare. Traditional methods struggle to keep up with the complexity, often producing false positives or requiring data we just don’t have. That's where ClearCausal Analysis comes in! 💡 ClearCausal to the Rescue: InsightFinder's ClearCausal analysis takes a cross-layer approach, going beyond the surface to identify the true root causes of performance issues. By leveraging application and infrastructure metrics, it drastically reduces downtime and enhances precision. 🛠️ Why ClearCausal Analysis with InsightFinder AI? 📊 Cross-layer analysis = deeper insights 🤖 Hybrid causal inference = better accuracy ⚡ Dynamic dependency graphs = real-time issue mapping 🌟 Real-World Results: InsightFinder AI's innovative approach with ClearCausal analysis has been rigorously tested and shown to outperform traditional methods—improving precision, reducing CPU overhead, and cutting down debugging time. 💼 Business Impact: ⏱️ Reduced Downtime 💰 Cost Efficiency 📈 Scalable Debugging Want to learn more? Dive into the full blog post about ClearCausal Analysis and how it’s revolutionizing performance debugging for modern applications - link in comments 👉

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    8,291 followers

    🚀 Exciting News from InsightFinder at ODSC West 2024! 🚀 Our team is thrilled to be at #ODSCWest later this month, showcasing our groundbreaking solutions for AI companies! 🌟 Come visit us at our booth to meet the brilliant minds behind InsightFinder, including our engineering and sales leadership teams, including CEO Helen Gu, VP of Product Ciaran Byrne, Data Scientist @Joyce Liu,  and Enterprise Account Executive @Austin Trcka. We are here to introduce AI enterprises to our cutting-edge AI Observability platform that helps ensure AI model performance, detect anomalies, and optimize business outcomes. 📅 When: October 29-31, 2024 📍 Where: Booth 15  at the Hyatt Regency, San Francisco 🌟Join us for our Product Launch Presentation: The Answer for AI Observability 📅 When: October 30, 2024 a 2:35 PM PST 📍 Where: Harbour Room Hyatt Regency, San Francisco Learn how InsightFinder can help your AI systems stay reliable and high-performing in this fast-evolving landscape. Let's discuss how our real-time monitoring can empower your AI to reach new heights! 🚀 See the full event schedule here: https://lnkd.in/dvcYZch8 #ODSC #AI #AIOps #EngineeringExcellence #BusinessDevelopment #AIModeling #InsightFinder #TechInnovation #AIOptimization #ODSC2024

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    8,291 followers

    Exciting talk coming up! 🎉 Our CEO, Helen Gu, has been invited to join an esteemed panel at the AI Networking Summit in NYC this October 24 at 1 PM, hosted by ONUG. Helen will be sharing insights on the evolving landscape of data curation alongside AI leaders Phil Tee and Julian Guthrie. As the adoption of Generative AI accelerates, IT operations teams are facing unprecedented challenges in processing and managing vast, diverse datasets. This shift demands innovative approaches from data scientists, engineers, and AI developers. While AIOps has traditionally focused on time-series observability data from network, security, and application infrastructure, Generative AI raises the stakes, making data preparation and “wrangling” even more critical. We look forward to an open discussion on how to navigate these new challenges and seize the opportunities in AI data curation. Don’t miss out—join us in NYC on October 24, 2024! Learn more about panel details with the link in comments.

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    8,291 followers

    🚀 Mark your calendars! On October 30th at 4:40 PM, Helen Gu, CEO of InsightFinder, will take the stage at ODSC to discuss AI Observability for Reliable AI Systems. 🧠💡 In a world where AI applications are integral to our lives, ensuring their reliability is crucial. Helen will dive into: - Detecting model drift and performing root cause analysis using unsupervised machine learning. - How these solutions can prevent issues like LLM hallucinations, slow response times, and more. - Real-world case studies showcasing the power of these tools in maintaining AI health and minimizing user impact. Join Helen and discover how to keep AI systems running smoothly and effectively! 📅 Don’t miss it! 🗓️ October 30th at 4:40 PM 🔗 Learn more: ODSC Speaker Details (in comments) #AI #MachineLearning #AIOps #AIObservability #ModelDrift #InsightFinder #ODSC2024 #AIHealth

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    8,291 followers

    🚀 In today's AI-driven world, the quality of your data can make or break your success. Poor data quality can lead to skewed insights, unreliable models, and wasted resources. That's why ensuring high-quality data is crucial for accurate decision-making, reliable AI models, and efficient operations. At InsightFinder, our AI-driven observability platform helps organizations proactively address data quality challenges by: 🔍 Detecting real-time issues like data drift and model errors 📊 Providing rule-less data quality surveillance using advanced ML 🛡️ Recognizing abnormal values, missing data, and corrupted data before they impact performance 💡 A major US credit card company used InsightFinder to keep their fraud detection models running smoothly. Our platform alerted them to significant model drift before it could affect customers — improving operational efficiency and customer trust. Learn more about the importance of data quality in AI observability and how InsightFinder makes it easier than ever to ensure your AI is accurate and reliable: https://lnkd.in/dCXdQCUC Let's transform your data quality together! ✨ #AI #DataQuality #AIObservability #MachineLearning #InsightFinder #TechInnovation #AIOps

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    8,291 followers

    🚀 The Future of IT Operations is Here! Artificial Intelligence for IT Operations (AIOps) is reshaping how IT teams detect and resolve issues, with OpenTelemetry integration leading the charge. In our latest blog post, we dive into the powerful combination of OpenTelemetry and InsightFinder, a cutting-edge AIOps platform. 🌐 Together, they unlock enhanced observability, predictive insights, and faster incident resolution. Discover how this game-changing integration can: - Improve real-time monitoring & root cause analysis - Automate incident response for better efficiency - Reduce downtime & boost IT service quality 🔗 Read more here: https://lnkd.in/dryDM3_q #AIOps #ArtificialIntelligence #OpenTelemetry #InsightFinder #ITOperations #TechInnovationArtificial

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  • InsightFinder AI reposted this

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    8,533 followers

    Pain point: How can you predict & resolve tech issues before they escalate? There's an #AI startup for that: InsightFinder Inc. Learn more about it below. #ArtificialIntelligence

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    8,291 followers

    🚨 Is Your AI Model Drifting? 🚨 AI has revolutionized business, but one hidden challenge could undermine your success: Model Drift. As data evolves over time, AI models can lose accuracy, leading to costly errors. 😱 But don’t worry—InsightFinder has you covered with real-time monitoring, anomaly detection, and drift prediction! 🛠️ 🔍 Detect and Fix Model Drift with Ease: ✅ Real-time Monitoring ✅ Automated Anomaly Detection ✅ Model Explainability ✅ Predictive Drift Alerts 🔑 Best Practices for Fighting Drift: - Monitor model behavior continuously 📊 - Retrain models regularly 🔄 - Use ensemble methods for accuracy 🎯 💡 Learn more about how InsightFinder is solving real-world AI challenges and keeping businesses ahead of the curve! 👉 Read the full blog post linked in comments to dive deeper and discover how you can stay one step ahead with AI observability. #AI #ModelDrift #ArtificialIntelligence #DataScience #InsightFinder #Tech

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  • InsightFinder AI reposted this

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    We are excited to announce Austin Trcka is joining InsightFinder to the sales team as an Enterprise Account Executive. Since 2019, Austin has focused on his sales career working with small to medium sized businesses closing deals, building relationships with clients and ultimately helping people as they grew and scaled their businesses as a Business/HR Consultant. In his most recent role with an AIOps leader BigPanda, he focused on working with Billion dollar Enterprise businesses on pipeline generation, helping bring in new relationships and business to the organization. In the event correlation space he previously came from, his knowledge of the industry and relationships will bring major value to InsightFinder. Austin holds a bachelors of Science degree in Business Marketing as well as being a collegiate golfer from a #1 ranked Division 2 school in northern California, California State University, Chico. He has a strong passion for Golf, Fitness, Sports and continues to build his networks while helping others. Welcome Austin!

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