Cisco Introduces Data Platform to Boost AI Development
Cisco has launched Cisco Data Fabric, a new framework focused on simplifying the management and use of machine data for AI applications. Powered by Splunk, this platform targets reducing the cost and complexity involved in handling machine data at scale, enabling organisations to build custom AI models and improve operational workflows.
With Cisco Data Fabric, businesses can merge machine data with their existing business data, unlocking insights that speed up decision-making processes. The platform is now accessible through Splunk Enterprise and Splunk Cloud Platform, with planned feature updates rolling out through 2026.
Key Features and Capabilities
- Handles large-scale machine data across edge, cloud, and on-premises environments.
- Supports real-time search and analysis across data sources like Amazon S3, Delta Lake, Snowflake, and Microsoft Azure.
- Built on open standards with plug-and-play integrations for flexible deployment.
- Future updates include Replay S3 for federated analytics (October 2025) and AI Canvas integration (2026).
- Upcoming Time Series Foundation Model for anomaly detection and forecasting.
- Expansion of AI-ready data tools planned through 2026.
According to Cisco leadership, machine data from sensors, factory equipment, servers, networks, and applications has been underutilised due to its complexity and cost. Cisco Data Fabric aims to change that by enabling enterprises to leverage their proprietary data for AI model training and operational improvements.
This move reflects Cisco’s commitment to making AI adoption more accessible for IT and development teams by providing a scalable, integrated data platform. It’s a practical step for organisations looking to enhance AI initiatives using their existing machine data infrastructure.
For IT professionals interested in expanding AI skills and understanding data platforms like Cisco Data Fabric, exploring tailored AI training courses can be valuable. Resources are available that focus on AI development and data engineering to help teams implement similar solutions efficiently.
Explore AI training options here: Complete AI Training – Latest AI Courses.
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