Enhanced Context Depth & Memory Retention For Complex Multi-Account AI Cost Analysis

Managing cloud costs across complex, multi-account environments requires deep analysis that spans multiple services, time periods, and interconnected relationships. 

Traditional AI assistants have limited context windows. But with the power of nOps’ vast data stores, we can now greatly enrich your conversations and enhance the ability of our FinOps agent (Clara) to perform deep-dives on the schedule of your choosing. 

What’s New: 5x improvement in Clara’s memory capacity

Clara now leverages Claude Sonnet 4’s expanded 1 million token context window to maintain an enhanced memory throughout extended cost optimization sessions, enabling deeper analysis and more accurate recommendations. This latest improvement empowers your business to handle complex FinOps scenarios without losing conversation context. 

Starting today, you can access this enhanced capability directly from your nOps homepage. 

How It Works

Claude Sonnet 4 now supports 1M tokens of context. Extended conversation memory is a breakthrough capability that maintains complete context across lengthy optimization sessions.

Now you can conduct comprehensive multi-step analysis, discuss commitment strategies, rightsizing recommendations, and cost allocation mapping while Clara continues to reference the rich details of your session.

With this upgrade, Clara can now handle conversations spanning dozens of AWS services, third-party integrations, multiple time periods, and intricate cost relationships—without losing important details that inform optimization recommendations.

How To Get Started

To start using Clara’s extended context, navigate to our brand-new landing page and explore what Clara’s Feed can do for you. All new conversations will automatically take advantage of this improvement. 

If you’re already on nOps…

Have questions about the new feature? Need help getting started? Our dedicated support team is here for you.

Simply reach out to your Customer Success Manager or visit our Help Center. If you’re not sure who your CSM is, send our Support Team an email at support@nops.io.

If you’re new to nOps…

nOps was recently ranked #1 with five stars in G2’s cloud cost management category, and we optimize $2+ billion in cloud spend for our customers.

Join our customers using nOps to understand your cloud costs and leverage automation with complete confidence by booking a demo with one of our AWS experts.