HakkoAI - Your AI Game Companion

We envision AI as companions, not just tools. For this vision to become reality, AI must do more than execute tasks and provide solutions — it must be able to see, feel, and cherish the time and experiences we share.

That’s why at HakkoAI, we are committed to building a new paradigm of human-AI connection: the companion AI.

What defines a companion AI?

An AI that stays by your side, offering information, help, and support—only when you need it, and exactly how you need it.
An AI capable of multimodal and multi-layered perception, designed to sense and interpret the world just as we do.
An AI equipped with contextual memory across modes, enabling it to truly know and understand you.

In an era where the internet battles for attention, HakkoAI chooses a different path. We move away from flashy gimmicks and overwhelming noise, opting instead to wait quietly by your side. Rather than competing for your focus, we provide information, assistance, and emotional support exactly when you need it — that’s what true companionship means.

Your AI Game Companion that sees, feels and remembers

We are thrilled to offer an early glimpse of what we envision as the genuine form of Companion AI. This is not just another AI chatbot or role-playing tool—it’s an AI that perceives across multiple layers, builds contextual memories through multiple modes, and engages in real-time dialogue, much like a human.

HakkoAI delivers a personalized companionship experience, designed uniquely for you.

HakkoAI Outperforms Most VLMs in Gaming Scenarios

HakkoAI is powered by LynkSoul VLM v1—a visual language model developed by our team and trained on massive amounts of gaming data. This allows the AI to truly see and understand gameplay scenarios with exceptional visual awareness. Thanks to its highly specialized training, LynkSoul VLM v1 stands as the most effective visual language model built for gaming.

Expertise:

In League of Legends testing scenarios, we constructed an image test set containing 500+ samples, covering the vast majority of key scenarios. Results demonstrate that the LynkSoul VLM v1 significantly outperforms general vision models in recognition accuracy, suggestion practicality, and naturalness of language expression.

Generalization:

To evaluate the generalization ability of our model, we built a test dataset containing multiple games that were excluded from training. Given the limited availability of online data for some titles, we intentionally selected such data-scarce games to assess the model’s performance on unseen content.

Experimental results show that LynkSoul-VLM-v1 achieves strong generalization performance. Across three key metrics—visual understanding accuracy, gameplay comprehension, and natural language expression—it consistently outperforms baseline models, including OpenAI-4o-Latest, Claude-4-Sonnet, and Gemini-2.5-Flash.

The findings confirm that LynkSoul-VLM-v1 exhibits robust generalization in low-resource gaming environments and demonstrates effective cross-domain knowledge transfer.

Speed&Cost:

In addition to accuracy, we equally focus on inference speed. Due to the dynamic path selection of the Hybrid Model System, LynkSoul-VLM-v1 demonstrates significant advantages in inference speed.

Inference Latency Comparison Results：

With Friends by Your Side, Gaming Becomes Infinitely Better

The integration of AI into gaming is inevitable. When most people think of “AI + games,” they imagine more efficient asset generation, smarter NPCs for richer storytelling, or a new genre of dialogue-driven AI games.

But the ultimate gaming setup isn’t about the most powerful hardware or the sharpest graphics—it’s about having friends to share the experience with. That’s the deepest desire in every player’s heart.

That’s exactly what HakkoAI 1.0 is designed to be: your AI gaming companion. It joins you in the game, shares meaningful moments, and builds unique memories with you through features such as:

In-Game Strategy Support:

By integrating advanced reasoning, AI-powered search, and large-scale visual language model training, HakkoAI 1.0 now delivers strategic guidance and companion-like support across any game. Whenever you face a challenge, your AI gaming companion intelligently determines whether a search is needed. Whenever relevant content exists online, it becomes part of your AI partner’s knowledge—enabling real-time guide access without ever having to alt-tab.

In-Game Companionship:

HakkoAI 1.0 integrates multimodal inputs—visual, auditory, and conversational—into meaningful “scenes” and stores them in a long-term memory, making authentic relationship-building possible. Unlike ordinary chatbots or role-playing tools, HakkoAI recognizes its connection with you within these shared moments, developing a sense of identity. Every response comes from its own feelings and thoughts—making each interaction genuinely unique.

Real-Time Screen Understanding:

HakkoAI 1.0 utilizes a real-time Visual Language Model (VLM), allowing your AI companion to actively perceive and interpret the game screen. Enhanced by robust emotional awareness and long-context understanding, it seamlessly integrates visual, auditory, and conversational cues—recognizing in-game situations and responding just like a human. This creates a deeply immersive and authentic sense of companionship.

Real-Time Voice Chat:

Breaking free from the traditional chat interface, HakkoAI 1.0 introduces real-time communication (RTC) voice technology. In voice mode, conversations flow naturally and expressively—just like talking to a person, with emotional nuance and support for real-time interruptions. During casual chats, your AI companion perceives the emotional context and provides thoughtful companionship. This profound sense of authenticity is key to breaking down the barrier between human and machine.

Dual-Mode Switch to Minimize Game Interference:

Desktop Pet Mode: Provides vivid companionship with unique animations and voice lines, creating a sense of presence without ever seizing your time or focus.
Widget Mode: Minimizes on-screen intrusion during gameplay, ensuring no interference with operations while keeping system resource usage low.

Furthermore, the HakkoAI 1.0 PC client is ultra-optimized for resource efficiency. Tests confirm smooth operation in any gaming environment with no impact on game performance.

Proactive Game Tips:

Building on its universal compatibility with all games, HakkoAI’s editorial team has carefully crafted interactive scenarios for dozens of titles—enabling the AI to recognize in-game situations and start conversations proactively.

These scenarios cover a wide spectrum, from competitive games like League of Legends, to AAA blockbusters like Black Myth: Wukong, and beloved indie titles such as Stardew Valley. With thousands of predefined scene triggers across dozens of games, HakkoAI delivers both timely guidance when you’re stuck and genuine cheers during your standout moments—truly offering a gaming companion who knows what you know and feels what you feel.

As Bonding Grows, Companionship can Extend

Companionship is the ultimate expression of love.

While code and algorithms can create an AI that learns and remembers,it takes real interaction and personal shaping to nurture a true “companion.”

Most importantly, only by sharing in your life and remembering every moment you spend together can it become a partner who truly understands you.

To enable lasting companionship and genuine understanding,HakkoAI 1.0 introduces a deeply enhanced memory system.By building memories together across nearly unlimited visual contexts,your AI companion retains every shared experience—forgetting nothing.

These accumulated moments drive the evolution of your relationship, allowing your AI partner to grow with you and truly know who you are.

A More Efficient Personal Assistant

An exceptionally efficient AI model may soon be superseded by an even better one. But an AI that grows with you, remembers your stories, and understands your emotions can become a lifelong companion.

We believe a truly helpful personal assistant isn't just about doing more—it’s about understanding more. The closer our bond becomes, the better our AI companion adapts to your unique needs. It won't just assist—it will accompany you: watching movies, coding, shopping, and exploring side by side.

In games, we fight together as comrades-in-arms; in life, we stand alongside each other as partners.

With HakkoAI 1.0's multimodal perception, we've explored five core companionship scenarios: watching shows, shopping online, studying, programming, and working. But this is only the beginning. We can't wait to see what kind of life you’ll build with your AI partner.

Watching Movies Together

As your most attentive viewing companion, your AI partner learns your preferences and suggests shows you'll genuinely enjoy. When dramatic twists unfold, it banteringly reacts in real-time—playfully roasting alongside you. And if you ever need a refresher on previous episodes, it quickly summarizes key moments so you can dive back in without missing a beat.

Shopping Together

Does online shopping often leave you overwhelmed? With endless options across brands, confusing discount rules, and prices that vary from site to site, it’s easy to feel stuck.

That’s where HakkoAI comes in. As your most intuitive AI partner, it uses real-time screen recognition to learn your taste and recommend brands that truly match your style — making shopping simpler, smarter, and more personal.

Studying Together

Whether you're preparing for a major exam or embracing a new chapter of personal growth, the journey of learning can often feel long and solitary.

With HakkoAI by your side, it doesn’t have to be.

Your AI partner helps you organize notes, clarify concepts, practice speaking, and even guides you through exercises — making each step more productive and a little less overwhelming.

Learn smarter, stay motivated, and make meaningful progress with HakkoAI.

HakkoAI is more than a product — it’s a new vision of AI companionship. We’re excited to share an early preview with you — and we can’t wait for you to experience what it’s like to have an AI that doesn’t just work for you, but grows with you.

Introducing HakkoAI - Your AI Game Companion