The messy middle is where critical workloads continue to rely on outdated, unsupported software. These systems are too valuable to discard, too fragile to overhaul, and too costly to replicate. Enterprises can’t simply rip them out — but leaving them untouched multiplies the risks:

nAG and Talos Innovation have been nominated in the HPCWire Readers’ Choice Awards in the category of Best Use of AI Methods for Augmenting HPC Applications.

Every large enterprise relies on a web of critical software systems. But what happens when the code at the heart of these systems was written decades ago, by experts who have long since retired?

Optimization isn’t just convex anymore. Non-convex & stochastic methods now drive AI, logistics, finance, energy & more—adapting to noise, uncertainty & complexity in real-time. They’re not niche—they’re foundational.

Welcome to our featured Q&A session, where we dive into questions posed to nAG HPC Software Engineer Sean Stansill about his time working on the SKA telescopes.

This insightful blog explores multi-objective optimization and how to balance competing model objectives, including demonstrating this with a real-life use case.

Machine Learning (ML) is transforming the way we solve problems, analyze data, and make decisions. But to unleash its full potential, optimization techniques play a critical role. This guide explores how optimization intersects with ML to build smarter, faster, and more efficient systems, solving complex real-world challenges across industries like finance, logistics, and healthcare.

This blog dives into the critical decision-making process of solver selection, why it matters, and how you can avoid common pitfalls.

The nAG WHPC Student Award, a collaboration between the nAG Women in Tech and WHPC Chapter Groups and NI-HPC’s WHPC Chapter, joins nAG’s prestigious Student Awards programme to recognise outstanding achievements by female students in HPC.

n2 Group, the transformative computing technology investment company, announces the acquisition of high-performance computing (HPC) and AI specialists, X-ISS. The addition of X-ISS expands the Group’s portfolio– joining nAG, VSNi, BioTeam and STAC

Imagine a high-performance computing environment that seamlessly shifts between the cloud and on-premise infrastructure, dynamically optimising cost and performance while safeguarding your most sensitive data.

n2 Group, the parent company of nAG, announces the acquisition of BioTeam, the renowned life sciences and healthcare consulting company. BioTeam joins STAC, VSNi, and nAG in the growing community of n2 Group companies dedicated to advancing computation through collective innovation, technical excellence, and long-term strategic growth.