Keysight has launched the Velocity 4900 Series, a platform designed to automate network test laboratories as engineers gear up for AI-driven workloads and early 6G development.

The launch puts Keysight squarely in the market for lab automation at a moment when test environments are multiplying in complexity. Operators, vendors and research institutions preparing next-generation technologies need to run more test configurations, more often, with fewer engineers touching the bench.

What does the Velocity 4900 Series do?

The product line automates network test labs — the physical facilities where radios, core network gear and prototype 6G equipment are validated before deployment. Automation at this layer covers the scheduling, configuration and execution of test campaigns that would otherwise require manual intervention from engineering staff.

Keysight positions the series specifically around two demand drivers:

• AI development, which requires sustained, high-volume testing of network equipment handling machine-scale traffic
• 6G research, where early-stage prototypes demand flexible, repeatable lab configurations

That framing matches where test-and-measurement spending is heading. Equipment makers and operators are already budgeting for 6G research programmes ahead of expected standardisation work in the second half of this decade, while AI traffic patterns are forcing revalidation of networks originally dimensioned for human users.

Why lab automation now?

Network test labs have historically relied on manual setup: engineers re-cabling racks, reconfiguring instruments and running sequences by hand. That model strains under the iteration speed that AI development and 6G research demand.

Automated lab management lets teams run tests continuously, reproduce configurations exactly, and shift engineering time from repetitive bench work to analysis. For 6G specifically — a generation that exists today mainly as research prototypes and candidate waveforms — the ability to reconfigure test setups quickly matters more than raw throughput figures.

Keysight is not alone in chasing this opportunity. Rival test vendors have been building software layers over their instrument portfolios for years, competing to become the operating system of the automated lab. The Velocity 4900 Series is Keysight's bid to extend that software-defined approach deeper into AI-era and 6G development workflows.

What comes next?

Keysight has not disclosed pricing or customer names for the initial release. Adoption will likely track the pace of 6G research funding and AI-related network investment, both of which are expected to accelerate as standards timelines for 6G firm up toward the end of the decade.