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ones details ai assistant feature for network management in version 3.1

Source Decision Insights Coverage Published November 29, 2025 Companies 1
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43rd article in the last 90 days, one of 83 articles referencing specialized. Previous coverage: Aviz Networks details ONES 2.0 update enhancing SONiC network visibility and orchestration (Nov 2025).

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Persona
Platform / Infrastructure Operations Leader
Decision stage
How to start
Adoption curve
Early Adopters
Industry
Information Technology / Software & Services / IT Services / Data Processing & Outsourced Services

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The ONES 3.1 update introduces an Artificial Intelligence (AI) Assistant designed to facilitate network and inventory management by providing an interactive conversational interface. This feature is relevant to enterprise IT and security leaders as it enables quicker access to network status and device information without requiring specialized hardware.

Feature Capabilities

The AI Assistant supports queries related to network performance metrics, including device uptime and anomaly detection. It also addresses inventory management tasks by supplying configuration details and device availability in real time. Responses are formatted either as Markdown tables for data clarity or as plain text, according to query requirements. Additionally, users can interrupt response streaming when sufficient information has been received. Suggested follow-up questions assist users in exploring related data efficiently.

Technical Implementation

The assistant operates entirely on-premises (on-prem), relying solely on Central Processing Unit (CPU) resources without the need for GPUs or external tokens. This design supports private and secure deployment within enterprise environments. The system leverages Generative AI (GenAI) and an advanced language model to interpret and respond to natural language inquiries.

Operational Use Cases

The AI Assistant can be employed for real-time network monitoring, such as generating summaries of device utilization and packet drop incidents over defined timeframes. In inventory management, it provides immediate insights into component statuses, including device faults like fan malfunctions with specific operational details.

This capability streamlines routine network troubleshooting and data retrieval, potentially reducing manual investigation time for technical teams.

The AI Assistant in ONES 3.1 represents a development intended to improve the accessibility and timeliness of network health and inventory data for enterprise users without introducing external dependencies.

Blog post, originally published by Kavyansh Pandey at Aviz Networks.

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