Home Artificial Intelligence DataRobot and Evolutio: Enabling Higher Mannequin Observability and Elevated Belief in AI

DataRobot and Evolutio: Enabling Higher Mannequin Observability and Elevated Belief in AI

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DataRobot and Evolutio: Enabling Higher Mannequin Observability and Elevated Belief in AI

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As a part of Cisco’s FY24  Companion Summit, November 6-9, 2023 in Miami, a brand new partnership with Cisco was introduced with a brand new MLOps answer for the Cisco Full-Stack Observability (FSO) Platform constructed with our platinum associate Evolutio. This new answer will ship enterprise-grade observability for each predictive Al and generative Al, assist optimize and scale AI deployments,  and speed up enterprise worth for our prospects.

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MLOps by Evolutio, Powered by DataRobot extends observability for each predictive AI and generative AI, with always-on monitoring and manufacturing diagnostics to trace and enhance efficiency of your fashions. Finish customers can keep knowledgeable of key metrics like service well being, accuracy, knowledge drift, immediate toxicity, token and inference prices. This module constructed on Cisco’s Full Stack Observability Platform is designed to make AI mannequin efficiency, LLM operations and total knowledge and response high quality in AI use instances a precedence focus in a corporation’s observability posture and ensures delivering your AI options with confidence.

By way of our MLOps answer, we’ve fine-tuned the method of monitoring machine studying fashions in real-time. It facilitates a complete view of mannequin efficiency metrics and the way they align with enterprise aims. If there’s an anomaly in a selected area or sector, it may be promptly addressed.

Scott Munson Evolutio
Scott Munson

VP of Information Science and AI, Evolutio

Trendy enterprise revolves round superior digital expertise. Any deviation from excellence on this area is met with swift criticism and dwindling consumer belief. And, as a result of within the age of knowledge, software program functions will proceed to include AI capabilities, we have to guarantee machine studying fashions are functioning optimally and assembly the said aims. Clients want a 360-degree view of their ML fashions and the agility to behave swiftly based mostly on insights, which is the problem Evolutio, Cisco, and DataRobot hope to deal with with this partnership.

Evolutio’s Information Science & AI observe, powered by DataRobot, permits prospects to section their ML mannequin insights by parameters like area, mannequin kind, and deployment scale, guaranteeing anomalies like diminished mannequin accuracies or silent failures are immediately flagged. Evolutio, a services-led consultancy, makes a speciality of “Enterprise-Conscious” Observability. Their purpose is to deliver enterprise context into the realm of Observability to make purchasers’ view of consumer expertise each extremely actionable and proactive. 

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Cisco FSO Platform is the one vendor-agnostic, entity-based observability platform available in the market. The open, extensible, API-driven structure of Cisco FSO Platform permits the creation of an observability ecosystem. It additionally permits growth companions to construct novel observability options and understand new income streams from these options. With the rising use of generative AI and integrations into the fashionable software stack, the Cisco FSO Platform helps prospects to observe these functions, their SLOs and produce the monitoring of enormous language fashions (LLMs), and MLOps fashions along with software observability. 

By implementing the DataRobot AI platform, Evolutio helps prospects drive AI/ML options all through their organizations by making AI/ML accessible to enterprise stakeholders and subject material specialists. The mixed functionality of DataRobot and Evolutio accelerates time to worth and execution on a monitored, explainable, enterprise-ready platform, and prospects can understand quick ROI.

Evolutio leverages DataRobot MLOps to offer monitoring and observability to extend belief and equity, scale back bias, and preserve transparency into efficiency and price. Most significantly, DataRobot’s mature MLOps capabilities permits fashions to study constantly from the true world, with minimal downtime and with applicable governance in place to guard the enterprise funding. The partnership helps organizations with insights, readability, and management over their operations when coping with machine studying deployments to ensure an impeccable consumer expertise.

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MLOps by Evolutio, Powered by DataRobot Module


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