--- title: Engage Users With AI Agents | Long-Term Memory & Awareness | AurumNova description: AurumNova enhances AI capabilities through collaborative knowledge sharing, leveraging top models, and developing proprietary features for increased productivity and innovation. image: https://aurumnova.com/hubfs/AdobeStock_594961989-1.jpg --- [Skip to content](https://aurumnova.com/case-study-gaming#main-content) [![AurumNova Logo (Horizontal)](https://aurumnova.com/hs-fs/hubfs/aurum_nova_logo_horz@0.5x-1.png?width=1812&height=348&name=aurum_nova_logo_horz@0.5x-1.png)](https://aurumnova.com/?hsLang=en) - [Overview](https://aurumnova.com/) - [Case Studies](https://aurumnova.com/case-studies) Show submenu for Case Studies - [Construction](https://aurumnova.com/case-study-construction) - [Aerospace](https://aurumnova.com/case-study-aerospace) - [Gaming](https://aurumnova.com/case-study-gaming) - [Research](https://aurumnova.com/case-study-research) - [Blog](https://aurumnova.com/blog) - [Our Story](https://aurumnova.com/our-story) Open main navigation Close main navigation - [Overview](https://aurumnova.com/) - [Case Studies](https://aurumnova.com/case-studies) Show submenu for Case Studies - [Construction](https://aurumnova.com/case-study-construction) - [Aerospace](https://aurumnova.com/case-study-aerospace) - [Gaming](https://aurumnova.com/case-study-gaming) - [Research](https://aurumnova.com/case-study-research) - [Blog](https://aurumnova.com/blog) - [Our Story](https://aurumnova.com/our-story) - [Contact Us](https://aurumnova.com/contact-us) [Contact Us](https://aurumnova.com/contact-us?hsLang=en) # Engage Users Using AI Agents With Long-Term Memory and Situational Awareness ###### A case study by AurumNova ## Background The client is developing a AAA game with a team of AI engineers, some of whom have PhDs, who are creating next-generation AI game characters featuring emotional intelligence and awareness of self and surroundings. ![AdobeStock_594961989](https://aurumnova.com/hs-fs/hubfs/AdobeStock_594961989.jpg?width=2000&height=1046&name=AdobeStock_594961989.jpg "AdobeStock_594961989") ## The Challenge ### Silos Siloed AI engineers working on different AI features. The team tested many AI models with inconsistent outcomes. ### Irrelevance New AI features launched by tech giants threatened to make own-developed code obsolete. ### Copyleft The product used a modified open-source library whose license required us to share our own developed code as open-source. ![TODAY-__-Characters](https://aurumnova.com/hubfs/TODAY-__-Characters.webp "TODAY-__-Characters") Image credit: Today The Game ## Our Results - Tangible business transformation in 3 months. - The AI product quickly implemented innovative new features and got featured on VentureBeat. - The development team became more effective and productive. These positive results are central to AurumNova's mission. Contact us to discover how AI can greatly enhance your team's capabilities. [Contact Us](https://aurumnova.com/contact-us?hsLang=en) ## How We Did It ### Utilize Shared Knowledge Host weekly workshops for knowledge sharing among AI engineers to create a shared vision where everyone on the team can contribute. ### Rally Behind Best-in-class AI Harness AI state-of-the-art models by utilizing their latest features. Understand the direction of major technological advancements and develop features that align with these trends. ### Maximize IP Develop proprietary intellectual property by auditing existing code and gradually integrating new features into the business's IP. One such enhancement involved streaming LLM output to a top-tier text-to-speech service.eam LLM output to a best-in-class text-to-speech service. ## More Case Studies ![AdobeStock_930711716](https://aurumnova.com/hubfs/AdobeStock_930711716.jpeg) ### Construction Revolutionized proposal writing for a global consultancy by creating a collective, searchable knowledge base that enhanced team efficiency and elevated the quality of technical submissions. [Learn More](https://aurumnova.com/case-study-construction?hsLang=en) ![AdobeStock_494270031@0.25x](https://aurumnova.com/hubfs/AdobeStock_494270031@0.25x.png) ### Aerospace Empowered an engineering team with immediate access to a vast digital library—turning 70,000+ pages of research into a navigable, actionable knowledge base. [Learn More](https://aurumnova.com/case-study-aerospace?hsLang=en) ![AdobeStock_443393675](https://aurumnova.com/hubfs/AdobeStock_443393675.jpeg) ### Research Enabled universities to streamline grant categorization, allowing leadership to make informed investment decisions and enhancing overall productivity. [Learn More](https://aurumnova.com/case-study-research?hsLang=en) --- [![AurumNova Logo (Horizontal)](https://aurumnova.com/hs-fs/hubfs/aurum_nova_logo_horz@0.5x-1.png?width=1812&height=348&name=aurum_nova_logo_horz@0.5x-1.png "AurumNova Logo (Horizontal)")](https://aurumnova.com?hsLang=en) 30 Churchill Place, London, E14 5RE, United Kingdom AurumNova is a trading name of Loren Aerospace Ltd (Company No. 14563299) - [Overview](https://aurumnova.com) - [Case Studies](https://aurumnova.com/case-studies) - [Construction](https://aurumnova.com/case-study-construction) - [Aerospace](https://aurumnova.com/case-study-aerospace) - [Gaming](https://aurumnova.com/case-study-gaming) - [Research](https://aurumnova.com/case-study-research) - [Blog](https://aurumnova.com/blog) - [Our Story](https://aurumnova.com/our-story) - [Privacy Policy](https://aurumnova.com/privacy) Copyright © 2025, AurumNova