// AI-NATIVE SERVICES

One AI-native team. Eight product domains.

We build web, mobile, games, XR and Web3 products for the AI era — combining intelligent features, AI-accelerated delivery and experienced engineering oversight.

// AI SOLUTIONS

On-Prem AI Solutions

We build on-prem AI systems that run entirely on your own infrastructure and data — from digital humans and intelligent assistants to RAG chatbots, private large models and generative image/video pipelines.

Engineer operating private AI infrastructure in a secure on-premise data center
PROJECT TYPE 01

Digital Humans & AI Assistants

We design and deploy digital humans and AI assistants for customer service, training, onboarding and internal support. They combine realistic avatars — face, voice and gestures — with LLM-based dialogue and your private knowledge base, so users can interact naturally without sending data to external clouds.

Typical projects

  • Branch or store front-desk digital assistant
  • HR / onboarding digital trainer
  • E-commerce AI sales assistant with an avatar
  • Internal “ask anything” assistant for policies, SOPs and knowledge bases
PROJECT TYPE 02

RAG Systems & Private LLM Chatbots

We build reliable RAG systems and chatbots on top of your documents, wikis, logs and databases. Projects include data pipelines, vector search, retrieval logic, domain-tuned prompts and guardrails, all deployed on your infrastructure so sensitive information never leaves your environment.

Typical projects

  • Customer support RAG chatbot on product documentation and tickets
  • Internal knowledge assistant for engineering, operations or legal teams
  • Policy and compliance Q&A assistant on regulations and internal rules
  • Multi-language RAG system for global teams
PROJECT TYPE 03

On-Prem Large Model Deployment & Optimization

We deploy and optimize large language models locally: containerized, orchestrated and monitored for performance, latency and cost. Projects cover model selection, fine-tuning or adapter training, inference optimization — quantization, batching and caching — and integration with your existing systems and authentication.

Typical projects

  • Private LLM API for internal tools and products
  • Domain-adapted models for specific terminology and tasks
  • High-throughput inference services for many concurrent users
  • Hybrid architectures: on-prem models with optional cloud fallbacks
PROJECT TYPE 04

Generative Image / Video Pipelines

We build local generative media services — text-to-image, image-to-image and image-to-video — integrated into products or internal platforms for content creation, marketing assets, training materials and rapid prototyping. Pipelines include style control, brand constraints, safety filters and fully private deployment options.

Typical projects

  • Brand-consistent marketing image and cover generation tools
  • Game / app UI and character concept art assistants
  • Training and education videos with AI-generated presenters
  • Internal asset enhancement and batch processing for images and video
PROJECT TYPE 05

Composite AI Agents & Workflow Automation

We build multi-capability AI agents that combine RAG, LLMs, tool use and workflow automation into one intelligent assistant that can act across multiple systems. All logic runs inside your environment with auditing, permissions and governance in place.

Typical projects

  • Knowledge management agents that organize and tag documents
  • Customer support agents spanning email, ticketing and CRM
  • Operations assistants that generate reports, draft copy and schedule notifications
  • Business-specific agents that understand and automate unique processes
DOMAIN 01 · AI-FIRST

Web Development

Engineer developing an AI-enhanced web application and SaaS dashboard

LPs, corporate sites, e-commerce, SaaS platforms and admin dashboards — built with modern technologies, then enhanced with AI where it actually moves the needle.

We design web products for the AI era: LLM-powered search and support, reliable RAG knowledge centers, and analytics that turn data into decisions. AI-native workflows accelerate delivery, while experienced engineers keep architecture, security and quality under control.

  • Responsive, PWA, SSR / SSG support
  • Full-stack delivery: APIs, databases, authentication
  • SEO, accessibility and performance optimization
  • CMS integration (headless CMS / WordPress, etc.)
  • LLM integrations and AI assistants embedded into your web product
React Next.js TypeScript Node.js Tailwind
DOMAIN 02 · AI-FIRST

Mobile App Development

Mobile engineer testing a cross-platform application on iOS and Android devices

Cross-platform iOS and Android development that balances cost efficiency with high quality — and treats AI as a core part of the user experience, not an add-on.

We build apps with in-app assistants, personalized recommendations, smart notifications and automation. LLM, voice and vision models fit naturally into the user flow, while senior engineers protect architecture, security, performance and offline behavior.

  • React Native / Flutter / Expo
  • FCM push notifications, OAuth, in-app purchases
  • NFC / FeliCa, BLE and sensor integration
  • App Store / Google Play release support
  • Embedded AI: assistants, smart notifications, recommendations and automation
React Native Flutter Expo Firebase
DOMAIN 03 · AI-FIRST

Game Development

Game development team testing an educational game across engine and tablet screens

Mobile, PC and web games built with Unity and Cocos Creator, paired with our in-house 2D/3D art team and AI woven through the pipeline.

We create AI-driven personalization, adaptive difficulty, smarter NPCs and generative dialogue, while keeping game design and balance in human hands. AI also accelerates prototyping, asset iteration, testing and optimization without sacrificing stability or art direction.

  • Unity / Cocos Creator / WebGL
  • Shader optimization, memory management, draw-call reduction
  • Photon / Agora multiplayer networking
  • Shipped titles on Steam, iOS and Android
  • AI-enhanced gameplay: personalization, adaptive difficulty and smarter NPCs
Unity Cocos Creator C# HLSL Photon
DOMAIN 04 · AI-FIRST

VR / XR Development

XR engineer developing an immersive medical training experience

Immersive experiences for HoloLens 2, Meta Quest and Xreal Air, with AI at the core of how environments see, understand and respond to users.

We combine spatial computing with object recognition, in-simulation AI agents and LLM guidance to make healthcare, education and industrial training more adaptive and measurable. Safety, compliance and comfort remain central in every high-stakes deployment.

  • HoloLens 2 / Meta Quest / Xreal support
  • DICOM medical imaging and 3D reconstruction
  • Hand tracking and spatial UI design
  • Unity XR Toolkit / OpenXR
  • AI-powered XR: computer vision, agents, guidance and adaptive training
Unity OpenXR DICOM HoloLens Quest
DOMAIN 05 · CORE AI

AI & Data

Private AI infrastructure and data intelligence system operating on-premise

We integrate LLM APIs, RAG systems, chatbots and predictive analytics across web, mobile, games and XR, so intelligence becomes part of your whole product ecosystem.

Our work spans product intelligence, data intelligence and AI-native workflows. We build production-grade RAG pipelines and LLM integrations around real constraints — governance, access control, latency, security and cost — rather than stopping at demos.

  • Conversational AI with OpenAI / Claude APIs
  • RAG (vector DBs: Pinecone / Weaviate)
  • Speech recognition, image recognition, OCR
  • Analytics dashboards and demand forecasting
  • AI-native data workflows: pipelines, monitoring and governance
OpenAI Claude API LangChain Pinecone
DOMAIN 06 · AI-FIRST

Blockchain & Web3

Blockchain engineer reviewing a multi-chain transaction graph and security workflow

Smart contracts, multi-chain products, NFTs, wallets and in-game economies — enhanced with AI to make Web3 systems more intelligent, secure and easier to operate.

We combine on-chain trust with off-chain intelligence: agents that monitor activity, analytics that detect anomalies, and assistants that explain complex flows. Core contract logic stays transparent, auditable and under deliberate human control.

  • Solidity smart contracts, audit-ready code
  • Multi-chain support (BNB / ETH / Polygon)
  • NFT minting and in-game economy design
  • Uniswap liquidity pool deployment experience
  • AI for Web3: monitoring, analytics, fraud detection and assistants
Solidity Ethers.js Hardhat IPFS
DOMAIN 07 · AI-FIRST

Mini Programs

Product team testing a localized mini program and campaign analytics

WeChat and Alipay mini programs — from utility tools to lightweight games — transformed into personalized, conversational and data-aware touchpoints.

We integrate AI agents for customer service, recommendations and messaging at scale. Native Chinese-speaking team members supervise UX, content and compliance, while AI analytics and segmentation help brands optimize local campaigns and funnels.

  • WeChat Mini Program / Alipay
  • Lightweight games with Cocos Creator
  • Localization and payment integration for China
  • UX supervised by native Chinese speakers
  • AI-powered support, personalized feeds and data-driven campaigns
WeChat Alipay Cocos Creator TypeScript
DOMAIN 08 · AI-ASSISTED

Art Production (2D / 3D)

Digital artist refining a character from concept art to a production-ready 3D model

UI design, character illustration, 3D modeling and animation — handled in-house, with AI used as a creative and production assistant, never a replacement for artists.

Generative tools accelerate concept exploration, style iteration and early 2D/3D studies. Our artists refine and rebuild assets for consistent art direction, production quality and clean Unity or Unreal integration.

  • UI / UX design and prototyping
  • 2D character illustration and concept art
  • 3D modeling, rigging and animation
  • Unity / Unreal asset integration
  • AI-assisted concept exploration, style iteration and fast studies
Figma Photoshop Blender Maya

// ENGAGEMENT MODELS

Built around your project.

Choose the engagement model that fits the nature of your project.

Dedicated Team

A dedicated team works as an extension of your organization for continuous, long-term development.

  • Fixed monthly cost for easy budgeting
  • Flexible response to changing requirements
  • Transparency on par with in-house engineers
  • Direct participation in your Slack, Jira and GitHub

Best for: ongoing projects of 3+ months, products with evolving requirements

Fixed-Price Project

For clearly scoped projects: fixed price and fixed deadline after requirements are defined.

  • Total cost confirmed up front
  • Milestone-based installment payments
  • Full responsibility through release
  • Additional scope handled under separate agreement

Best for: well-defined one-off projects, hard budget caps

Time & Materials

For small-scale, spot engagements or fluid requirements. Billed by actual hours worked.

  • Engage only when needed
  • Weekly status reports
  • No minimum-hours commitment
  • Technical consulting and code review available

Best for: technical consulting, spot support, reviewing existing code

Hybrid

Mix models per phase: e.g. fixed price for Phase 1, dedicated team for Phase 2.

  • Optimized per phase
  • Controlled initial risk with room to scale
  • Suited to large projects
  • Team can grow in stages

Best for: MVP-to-production transitions, large-scale products

// PROCESS

From idea to finished product.

A simple, transparent process from idea to finished product.

01

Discovery

Free consultation. We discuss your challenges, users and success criteria. After an NDA if needed, we align on technical, budget and schedule assumptions.

02

Definition

We define feature scope, screens, APIs, team structure and milestones — including risks and alternatives.

03

Build

We lock in UI/UX, architecture and data design, then implement in short cycles with weekly reviews.

04

Validation

QA, acceptance testing, performance checks, store submission and production deployment.

05

Growth

Incident response, feature additions, analytics-driven improvements and SLA support as your product grows.

// PRICING

Clear starting points.

Estimates are based on monthly full-time-equivalent rates. Rates vary with scale, requirements and specialization — contact us for details.

Landing Page Production

from $3,000 per project
  • Responsive design included
  • Optional CMS integration
  • Typical timeline: 2-4 weeks

Internal Systems & Business Tools

from $4,000 per person-month
  • From requirements to maintenance
  • API integration and DB design included
  • Dedicated-team model available

Mobile App Development

from $6,000 per person-month
  • React Native / Flutter
  • iOS and Android
  • Store submission and operations support available

Game Development

from $6,000 per person-month
  • Unity / Cocos Creator
  • 2D / 3D art production available
  • Mobile, PC and WebGL

AI Feature Integration

from $4,000 per person-month
  • Can be added to existing systems
  • LLM / RAG / chatbots
  • From PoC to production operations

Cloud Infrastructure

from $4,000 per person-month
  • AWS / Google Cloud design, build and operations
  • VPC / IAM / networking / monitoring
  • Migration from on-premise or other clouds

The figures above are guidelines. VR, blockchain, mini programs and maintenance work are quoted individually, per person-month or per project.

Let’s scope your project.

Start with a free consultation and a practical next step.

Contact us