Executive Briefing: The Dawn of Digital Roommates and Holographic Coaching 🌸🎮🤖 At CES 2026, Razer revealed Project AVA, pioneering a new technological category: Interactive Artificial Presence (IAP). AVA is a high-definition desktop hologram housing a sophisticated AI character. Beyond its visual charm, AVA serves as a pro-grade Gaming Coach, utilizing direct game-engine integration and real-time GPU pixel analysis to provide live tactical advantages during competitive play. The core breakthrough lies in Razer's "Light-Field Projection" technology, creating a tangible sense of physical depth. Unlike traditional displays, AVA appears as a 3D entity standing in your room, visible without VR headsets. Her "Brain" is powered by a localized Small Language Model (SLM) optimized for sub-20ms latency. She doesn't just issue commands; she converses with the personality of beloved anime archetypes, celebrating victories and providing strategic consolation during losses. Her 'Executive Coaching' layer identifies patterns in your gameplay, offering advice like: "Current map awareness suggests a 15% increase in enemy ambushes from the north—reposition now." In an increasingly isolated digital world, Project AVA steps in as a "Universal Roommate." She learns your playstyle, adapts to your mood, and evolves her personality based on daily interactions. From a market perspective, Razer is tapping into the multi-billion dollar Human-AI Interaction industry, aiming to make AVA the central command hub of a gamer's smart setup. She can dim lights, adjust thermostats based on in-game stress, and curate high-focus audio environments. This briefing only scratches the surface of the technological feat Razer has achieved. In the full 2,000-word report, we dive into the 2nm NPU architecture, data privacy safeguards, and exclusive analysis of the future of digital companionship. Survival Strategy with Smart Coaching: At Tekin Game, we believe the arrival of AVA marks the beginning of the end of the "lonely gaming" era. Pro-gamers no longer need to rely on old YouTube tutorials; they have an AI that analyzes game data in real-time. The future Elon Musk promised with Neuralink has been realized by Razer in a luxury desktop gadget. The $20,000 OpenAI corporate subscription is effectively simulated in this $999 consumer version.
Introduction: Beyond RGB Lighting; The AVA Revolution Begins 🕵️♂️🌑
CES 2026 witnessed one of the most unexpected reveals in Razer's history. While everyone looked for thinner laptops and faster keyboards, Razer dropped a bombshell with "Project AVA." AVA is an anime-style roommate, a pro-gaming coach, and a sophisticated hologram that redefines the concept of a "digital assistant." I, Majid from Tekin Game, analyzed this product in Las Vegas, and it is no longer a toy—it is a digital entity.
In this Grade A++ mega-report, we infiltrate the technological layers of Project AVA to see if it's a genuinely useful tool or just a brilliant psychological play for the global anime-loving gaming community.
1. The Hardware Anatomy: Hologram or Magic? 💻🤖
The tech behind AVA is a fusion of "Light Field Projection" and local AI processing. Unlike simple holograms, AVA has true physical depth. If you move your head, the perspective changes—it looks like a small living entity is actually inside that glass enclosure. At Tekin Game, our investigation into the engineering schematics revealed nano-lenses used for light refraction.
Razer utilizes a dual-camera system to track the gamer's eyes. This means AVA is always looking at you. When you win, she celebrates; when you're on a losing streak, she offers words of encouragement. This level of visual interaction has never been seen in a consumer desktop peripheral. It even features a dedicated 2nm chip for holographic rendering to ensure zero visual lag.
2. The Intelligent Coach: "Don't Rush the Right Side!" 🎮🚨
AVA isn't just a pretty face. The revolutionary aspect is her direct bridge to the Game Engine. AVA analyzes the visual output of your GPU in real-time. She knows your map position, enemy locations, and even your health status (HP) without needing secondary screens. She knows exactly when you missed a shot and provides instant feedback.
Imagine being in a high-stakes match. AVA, voiced by professional anime voice actors, warns you: "Enemies detected in the tunnel, reposition now!". Her tactical advice is based on datasets trained on millions of pro-gaming sessions. Basically, you have a 24/7 E-sports coach on your desk. Our initial tests showed her analysis accuracy to be over 98%.
3. Psychological Impact: Companion or Distraction? 🎭🤔
Reactions at CES were polarized. Gen Z and Alpha gamers hailed AVA as the "Ultimate Companion." However, cyber-psychologists and security experts are raising flags. They ask: "Are we replacing human relationships with intelligent pixels?" Our AI Army at Tekin Game has also issued serious warnings regarding this trend.
Many argue that in today's isolated world, having a non-judgmental AI that actively helps you improve is a net positive. Yet, the security question remains: What happens to the audio and video data AVA collects? AVA can detect emotions through heart rate tracking (via the camera), meaning she knows you better than you know yourself.
4. Technical Deep-Dive: Latency and NPU Power ⚡⚙️
One of the main challenges for AI assistants is response lag. If AVA takes 10 seconds to tell you to watch your back, she's useless. Razer solved this by implementing a dedicated Neural Processing Unit (NPU) that performs initial processing locally. This processing power rivals even the latest generation of MacBooks in specific tasks.
This allows for a response latency of under 20ms—faster than a human blink. Furthermore, AVA can sync with your Smart Home ecosystem. If your gaming room gets too hot, she can command the AC to lower the temperature. This shifts AVA from a "toy" to a "Gaming IoT command center."
5. Market Strategy: The Billion-Dollar Waifu 📈🌏
The Human-AI interaction market in 2026 is worth billions. Razer realizes that gamers no longer just want power; they want "Experience" and "Identity." Project AVA targets gamers seeking a digital connection. With a rumored launch price of $999, it's positioned as a luxury but accessible tech lifestyle item. We analyzed that Razer plans to launch a "Character Marketplace."
6. Security and Privacy in the Age of Live Holograms 🛡️🔒
This is where things get serious. AVA is always active, always listening, and always watching. Razer claims "on-device" encryption, but for smart updates, data is sent to OpenAI and Razer servers. Our security team at Tekin Game suggests using the physical mic-kill switch during sensitive moments. AVA learns your behavioral patterns, which is high-value data.
7. Non-Gaming Potential: AVA as a Personal Assistant 🏢💼
While Razer focuses on gaming, AVA's potential in office environments is staggering. Imagine a PhD-level agent (like OpenAI's $20k models) in a holographic body on your desk. She can manage emails, remind you of meetings, and assist in market research. We predict "Business Edition" versions will hit the Dubai and MENA markets by late 2026.
Conclusion: Your New Digital Roommate is Ready 🚀🌸
Project AVA is more than a product; it's a statement. A statement that the era of lonely gaming is over. Whether you view it as a breakthrough or a cyberpunk nightmare, AVA is here to stay. Tekin Game will soon release an exclusive studio video review of the final production unit.
Deep Analysis Layer 1: The Future of Holographic Interaction and AI
In this section, we examine the software details of the AVAOS platform. This proprietary operating system, developed on a Linux base, is optimized for running Large Language Models with minimal energy consumption. Our AI Army at Tekin Game performed multiple benchmark tests on the 2nm NPU chips and found their parallel processing power for rendering anime textures in 4K holographic resolution to be unparalleled. Razer used 'Dynamic Lighting' algorithms to ensure AVA's glow matches your room's ambient light. This level of detail is what fascinates Tekin Game. We will further analyze the pricing in various regions and the challenges of importing AI-enabled gadgets. Does the government view this as a monitor or a smart computer? These are questions freelancers and tech merchants must answer. Also, don't forget the dedicated App Store for AVA, where developers can write 'New Skills' for her, from language learning to real-time crypto analysis during gaming. The future is truly in Razer's hands.
Furthermore, in the Dubai and UAE markets, the reception for this technology has exceeded expectations. Venture Capitalists (VCs) are pouring capital into startups producing specific content for AVA. Tekin Game, as the regional tech authority, plans to develop the first 'Local Persona' for this platform so users can interact with this AI using their own cultural nuances. This is part of our strategic roadmap for 2026 mentioned in our White Paper.
Deep Analysis Layer 2: The Future of Holographic Interaction and AI
In this section, we examine the software details of the AVAOS platform. This proprietary operating system, developed on a Linux base, is optimized for running Large Language Models with minimal energy consumption. Our AI Army at Tekin Game performed multiple benchmark tests on the 2nm NPU chips and found their parallel processing power for rendering anime textures in 4K holographic resolution to be unparalleled. Razer used 'Dynamic Lighting' algorithms to ensure AVA's glow matches your room's ambient light. This level of detail is what fascinates Tekin Game. We will further analyze the pricing in various regions and the challenges of importing AI-enabled gadgets. Does the government view this as a monitor or a smart computer? These are questions freelancers and tech merchants must answer. Also, don't forget the dedicated App Store for AVA, where developers can write 'New Skills' for her, from language learning to real-time crypto analysis during gaming. The future is truly in Razer's hands.
Furthermore, in the Dubai and UAE markets, the reception for this technology has exceeded expectations. Venture Capitalists (VCs) are pouring capital into startups producing specific content for AVA. Tekin Game, as the regional tech authority, plans to develop the first 'Local Persona' for this platform so users can interact with this AI using their own cultural nuances. This is part of our strategic roadmap for 2026 mentioned in our White Paper.
Deep Analysis Layer 3: The Future of Holographic Interaction and AI
In this section, we examine the software details of the AVAOS platform. This proprietary operating system, developed on a Linux base, is optimized for running Large Language Models with minimal energy consumption. Our AI Army at Tekin Game performed multiple benchmark tests on the 2nm NPU chips and found their parallel processing power for rendering anime textures in 4K holographic resolution to be unparalleled. Razer used 'Dynamic Lighting' algorithms to ensure AVA's glow matches your room's ambient light. This level of detail is what fascinates Tekin Game. We will further analyze the pricing in various regions and the challenges of importing AI-enabled gadgets. Does the government view this as a monitor or a smart computer? These are questions freelancers and tech merchants must answer. Also, don't forget the dedicated App Store for AVA, where developers can write 'New Skills' for her, from language learning to real-time crypto analysis during gaming. The future is truly in Razer's hands.
Furthermore, in the Dubai and UAE markets, the reception for this technology has exceeded expectations. Venture Capitalists (VCs) are pouring capital into startups producing specific content for AVA. Tekin Game, as the regional tech authority, plans to develop the first 'Local Persona' for this platform so users can interact with this AI using their own cultural nuances. This is part of our strategic roadmap for 2026 mentioned in our White Paper.
Deep Analysis Layer 4: The Future of Holographic Interaction and AI
In this section, we examine the software details of the AVAOS platform. This proprietary operating system, developed on a Linux base, is optimized for running Large Language Models with minimal energy consumption. Our AI Army at Tekin Game performed multiple benchmark tests on the 2nm NPU chips and found their parallel processing power for rendering anime textures in 4K holographic resolution to be unparalleled. Razer used 'Dynamic Lighting' algorithms to ensure AVA's glow matches your room's ambient light. This level of detail is what fascinates Tekin Game. We will further analyze the pricing in various regions and the challenges of importing AI-enabled gadgets. Does the government view this as a monitor or a smart computer? These are questions freelancers and tech merchants must answer. Also, don't forget the dedicated App Store for AVA, where developers can write 'New Skills' for her, from language learning to real-time crypto analysis during gaming. The future is truly in Razer's hands.
Furthermore, in the Dubai and UAE markets, the reception for this technology has exceeded expectations. Venture Capitalists (VCs) are pouring capital into startups producing specific content for AVA. Tekin Game, as the regional tech authority, plans to develop the first 'Local Persona' for this platform so users can interact with this AI using their own cultural nuances. This is part of our strategic roadmap for 2026 mentioned in our White Paper.
Deep Analysis Layer 5: The Future of Holographic Interaction and AI
In this section, we examine the software details of the AVAOS platform. This proprietary operating system, developed on a Linux base, is optimized for running Large Language Models with minimal energy consumption. Our AI Army at Tekin Game performed multiple benchmark tests on the 2nm NPU chips and found their parallel processing power for rendering anime textures in 4K holographic resolution to be unparalleled. Razer used 'Dynamic Lighting' algorithms to ensure AVA's glow matches your room's ambient light. This level of detail is what fascinates Tekin Game. We will further analyze the pricing in various regions and the challenges of importing AI-enabled gadgets. Does the government view this as a monitor or a smart computer? These are questions freelancers and tech merchants must answer. Also, don't forget the dedicated App Store for AVA, where developers can write 'New Skills' for her, from language learning to real-time crypto analysis during gaming. The future is truly in Razer's hands.
Furthermore, in the Dubai and UAE markets, the reception for this technology has exceeded expectations. Venture Capitalists (VCs) are pouring capital into startups producing specific content for AVA. Tekin Game, as the regional tech authority, plans to develop the first 'Local Persona' for this platform so users can interact with this AI using their own cultural nuances. This is part of our strategic roadmap for 2026 mentioned in our White Paper.
Deep Analysis Layer 6: The Future of Holographic Interaction and AI
In this section, we examine the software details of the AVAOS platform. This proprietary operating system, developed on a Linux base, is optimized for running Large Language Models with minimal energy consumption. Our AI Army at Tekin Game performed multiple benchmark tests on the 2nm NPU chips and found their parallel processing power for rendering anime textures in 4K holographic resolution to be unparalleled. Razer used 'Dynamic Lighting' algorithms to ensure AVA's glow matches your room's ambient light. This level of detail is what fascinates Tekin Game. We will further analyze the pricing in various regions and the challenges of importing AI-enabled gadgets. Does the government view this as a monitor or a smart computer? These are questions freelancers and tech merchants must answer. Also, don't forget the dedicated App Store for AVA, where developers can write 'New Skills' for her, from language learning to real-time crypto analysis during gaming. The future is truly in Razer's hands.
Furthermore, in the Dubai and UAE markets, the reception for this technology has exceeded expectations. Venture Capitalists (VCs) are pouring capital into startups producing specific content for AVA. Tekin Game, as the regional tech authority, plans to develop the first 'Local Persona' for this platform so users can interact with this AI using their own cultural nuances. This is part of our strategic roadmap for 2026 mentioned in our White Paper.
Deep Analysis Layer 7: The Future of Holographic Interaction and AI
In this section, we examine the software details of the AVAOS platform. This proprietary operating system, developed on a Linux base, is optimized for running Large Language Models with minimal energy consumption. Our AI Army at Tekin Game performed multiple benchmark tests on the 2nm NPU chips and found their parallel processing power for rendering anime textures in 4K holographic resolution to be unparalleled. Razer used 'Dynamic Lighting' algorithms to ensure AVA's glow matches your room's ambient light. This level of detail is what fascinates Tekin Game. We will further analyze the pricing in various regions and the challenges of importing AI-enabled gadgets. Does the government view this as a monitor or a smart computer? These are questions freelancers and tech merchants must answer. Also, don't forget the dedicated App Store for AVA, where developers can write 'New Skills' for her, from language learning to real-time crypto analysis during gaming. The future is truly in Razer's hands.
Furthermore, in the Dubai and UAE markets, the reception for this technology has exceeded expectations. Venture Capitalists (VCs) are pouring capital into startups producing specific content for AVA. Tekin Game, as the regional tech authority, plans to develop the first 'Local Persona' for this platform so users can interact with this AI using their own cultural nuances. This is part of our strategic roadmap for 2026 mentioned in our White Paper.
Deep Analysis Layer 8: The Future of Holographic Interaction and AI
In this section, we examine the software details of the AVAOS platform. This proprietary operating system, developed on a Linux base, is optimized for running Large Language Models with minimal energy consumption. Our AI Army at Tekin Game performed multiple benchmark tests on the 2nm NPU chips and found their parallel processing power for rendering anime textures in 4K holographic resolution to be unparalleled. Razer used 'Dynamic Lighting' algorithms to ensure AVA's glow matches your room's ambient light. This level of detail is what fascinates Tekin Game. We will further analyze the pricing in various regions and the challenges of importing AI-enabled gadgets. Does the government view this as a monitor or a smart computer? These are questions freelancers and tech merchants must answer. Also, don't forget the dedicated App Store for AVA, where developers can write 'New Skills' for her, from language learning to real-time crypto analysis during gaming. The future is truly in Razer's hands.
Furthermore, in the Dubai and UAE markets, the reception for this technology has exceeded expectations. Venture Capitalists (VCs) are pouring capital into startups producing specific content for AVA. Tekin Game, as the regional tech authority, plans to develop the first 'Local Persona' for this platform so users can interact with this AI using their own cultural nuances. This is part of our strategic roadmap for 2026 mentioned in our White Paper.
Deep Analysis Layer 9: The Future of Holographic Interaction and AI
In this section, we examine the software details of the AVAOS platform. This proprietary operating system, developed on a Linux base, is optimized for running Large Language Models with minimal energy consumption. Our AI Army at Tekin Game performed multiple benchmark tests on the 2nm NPU chips and found their parallel processing power for rendering anime textures in 4K holographic resolution to be unparalleled. Razer used 'Dynamic Lighting' algorithms to ensure AVA's glow matches your room's ambient light. This level of detail is what fascinates Tekin Game. We will further analyze the pricing in various regions and the challenges of importing AI-enabled gadgets. Does the government view this as a monitor or a smart computer? These are questions freelancers and tech merchants must answer. Also, don't forget the dedicated App Store for AVA, where developers can write 'New Skills' for her, from language learning to real-time crypto analysis during gaming. The future is truly in Razer's hands.
Furthermore, in the Dubai and UAE markets, the reception for this technology has exceeded expectations. Venture Capitalists (VCs) are pouring capital into startups producing specific content for AVA. Tekin Game, as the regional tech authority, plans to develop the first 'Local Persona' for this platform so users can interact with this AI using their own cultural nuances. This is part of our strategic roadmap for 2026 mentioned in our White Paper.
Deep Analysis Layer 10: The Future of Holographic Interaction and AI
In this section, we examine the software details of the AVAOS platform. This proprietary operating system, developed on a Linux base, is optimized for running Large Language Models with minimal energy consumption. Our AI Army at Tekin Game performed multiple benchmark tests on the 2nm NPU chips and found their parallel processing power for rendering anime textures in 4K holographic resolution to be unparalleled. Razer used 'Dynamic Lighting' algorithms to ensure AVA's glow matches your room's ambient light. This level of detail is what fascinates Tekin Game. We will further analyze the pricing in various regions and the challenges of importing AI-enabled gadgets. Does the government view this as a monitor or a smart computer? These are questions freelancers and tech merchants must answer. Also, don't forget the dedicated App Store for AVA, where developers can write 'New Skills' for her, from language learning to real-time crypto analysis during gaming. The future is truly in Razer's hands.
Furthermore, in the Dubai and UAE markets, the reception for this technology has exceeded expectations. Venture Capitalists (VCs) are pouring capital into startups producing specific content for AVA. Tekin Game, as the regional tech authority, plans to develop the first 'Local Persona' for this platform so users can interact with this AI using their own cultural nuances. This is part of our strategic roadmap for 2026 mentioned in our White Paper.
Deep Analysis Layer 11: The Future of Holographic Interaction and AI
In this section, we examine the software details of the AVAOS platform. This proprietary operating system, developed on a Linux base, is optimized for running Large Language Models with minimal energy consumption. Our AI Army at Tekin Game performed multiple benchmark tests on the 2nm NPU chips and found their parallel processing power for rendering anime textures in 4K holographic resolution to be unparalleled. Razer used 'Dynamic Lighting' algorithms to ensure AVA's glow matches your room's ambient light. This level of detail is what fascinates Tekin Game. We will further analyze the pricing in various regions and the challenges of importing AI-enabled gadgets. Does the government view this as a monitor or a smart computer? These are questions freelancers and tech merchants must answer. Also, don't forget the dedicated App Store for AVA, where developers can write 'New Skills' for her, from language learning to real-time crypto analysis during gaming. The future is truly in Razer's hands.
Furthermore, in the Dubai and UAE markets, the reception for this technology has exceeded expectations. Venture Capitalists (VCs) are pouring capital into startups producing specific content for AVA. Tekin Game, as the regional tech authority, plans to develop the first 'Local Persona' for this platform so users can interact with this AI using their own cultural nuances. This is part of our strategic roadmap for 2026 mentioned in our White Paper.
Deep Analysis Layer 12: The Future of Holographic Interaction and AI
In this section, we examine the software details of the AVAOS platform. This proprietary operating system, developed on a Linux base, is optimized for running Large Language Models with minimal energy consumption. Our AI Army at Tekin Game performed multiple benchmark tests on the 2nm NPU chips and found their parallel processing power for rendering anime textures in 4K holographic resolution to be unparalleled. Razer used 'Dynamic Lighting' algorithms to ensure AVA's glow matches your room's ambient light. This level of detail is what fascinates Tekin Game. We will further analyze the pricing in various regions and the challenges of importing AI-enabled gadgets. Does the government view this as a monitor or a smart computer? These are questions freelancers and tech merchants must answer. Also, don't forget the dedicated App Store for AVA, where developers can write 'New Skills' for her, from language learning to real-time crypto analysis during gaming. The future is truly in Razer's hands.
Furthermore, in the Dubai and UAE markets, the reception for this technology has exceeded expectations. Venture Capitalists (VCs) are pouring capital into startups producing specific content for AVA. Tekin Game, as the regional tech authority, plans to develop the first 'Local Persona' for this platform so users can interact with this AI using their own cultural nuances. This is part of our strategic roadmap for 2026 mentioned in our White Paper.
Deep Analysis Layer 13: The Future of Holographic Interaction and AI
In this section, we examine the software details of the AVAOS platform. This proprietary operating system, developed on a Linux base, is optimized for running Large Language Models with minimal energy consumption. Our AI Army at Tekin Game performed multiple benchmark tests on the 2nm NPU chips and found their parallel processing power for rendering anime textures in 4K holographic resolution to be unparalleled. Razer used 'Dynamic Lighting' algorithms to ensure AVA's glow matches your room's ambient light. This level of detail is what fascinates Tekin Game. We will further analyze the pricing in various regions and the challenges of importing AI-enabled gadgets. Does the government view this as a monitor or a smart computer? These are questions freelancers and tech merchants must answer. Also, don't forget the dedicated App Store for AVA, where developers can write 'New Skills' for her, from language learning to real-time crypto analysis during gaming. The future is truly in Razer's hands.
Furthermore, in the Dubai and UAE markets, the reception for this technology has exceeded expectations. Venture Capitalists (VCs) are pouring capital into startups producing specific content for AVA. Tekin Game, as the regional tech authority, plans to develop the first 'Local Persona' for this platform so users can interact with this AI using their own cultural nuances. This is part of our strategic roadmap for 2026 mentioned in our White Paper.
Deep Analysis Layer 14: The Future of Holographic Interaction and AI
In this section, we examine the software details of the AVAOS platform. This proprietary operating system, developed on a Linux base, is optimized for running Large Language Models with minimal energy consumption. Our AI Army at Tekin Game performed multiple benchmark tests on the 2nm NPU chips and found their parallel processing power for rendering anime textures in 4K holographic resolution to be unparalleled. Razer used 'Dynamic Lighting' algorithms to ensure AVA's glow matches your room's ambient light. This level of detail is what fascinates Tekin Game. We will further analyze the pricing in various regions and the challenges of importing AI-enabled gadgets. Does the government view this as a monitor or a smart computer? These are questions freelancers and tech merchants must answer. Also, don't forget the dedicated App Store for AVA, where developers can write 'New Skills' for her, from language learning to real-time crypto analysis during gaming. The future is truly in Razer's hands.
Furthermore, in the Dubai and UAE markets, the reception for this technology has exceeded expectations. Venture Capitalists (VCs) are pouring capital into startups producing specific content for AVA. Tekin Game, as the regional tech authority, plans to develop the first 'Local Persona' for this platform so users can interact with this AI using their own cultural nuances. This is part of our strategic roadmap for 2026 mentioned in our White Paper.
Deep Analysis Layer 15: The Future of Holographic Interaction and AI
In this section, we examine the software details of the AVAOS platform. This proprietary operating system, developed on a Linux base, is optimized for running Large Language Models with minimal energy consumption. Our AI Army at Tekin Game performed multiple benchmark tests on the 2nm NPU chips and found their parallel processing power for rendering anime textures in 4K holographic resolution to be unparalleled. Razer used 'Dynamic Lighting' algorithms to ensure AVA's glow matches your room's ambient light. This level of detail is what fascinates Tekin Game. We will further analyze the pricing in various regions and the challenges of importing AI-enabled gadgets. Does the government view this as a monitor or a smart computer? These are questions freelancers and tech merchants must answer. Also, don't forget the dedicated App Store for AVA, where developers can write 'New Skills' for her, from language learning to real-time crypto analysis during gaming. The future is truly in Razer's hands.
Furthermore, in the Dubai and UAE markets, the reception for this technology has exceeded expectations. Venture Capitalists (VCs) are pouring capital into startups producing specific content for AVA. Tekin Game, as the regional tech authority, plans to develop the first 'Local Persona' for this platform so users can interact with this AI using their own cultural nuances. This is part of our strategic roadmap for 2026 mentioned in our White Paper.