Commercial solutions

Build an AI product. Connect the work around it.

We work with founders and teams on AI product development, agent workflows, and creative tools. Your users, existing systems, and launch priorities shape the scope of each collaboration.

01
Launch

AI Product Engineering

Turn a validated AI use case into a complete product: interface, orchestration, data, billing, permissions, deployment, and the operating paths behind them.

  • Product strategy translated into a buildable release scope
  • Full-stack delivery across product, AI, billing, and operations
  • Architecture designed for iteration after launch
02
Integrate

Agent & Workflow Systems

Connect models, company knowledge, existing tools, and human approvals into reliable workflows that reduce repetitive work without hiding important decisions.

  • Multi-step agents with explicit approval and recovery paths
  • Document, data, and internal-tool integrations
  • Observability for cost, latency, and failed work
03
Scale

Creative AI Infrastructure

Build the production layer behind multi-model image, video, audio, text, and asset workflows—the same class of problems we solve while operating XinYu AI.

  • Model routing, metering, and cost-aware orchestration
  • Asynchronous media jobs with progress and failure recovery
  • Asset lineage, permissions, and reusable creative context
AI products, built to operate

Start with the problem you want to solve.

Tell us what you want to launch or improve, what you already have, and what is getting in the way. We can discuss a focused first step.

Build with us