• Software Development
  • AI Applications
  • Technical Services
  • Consulting

We turn hard technical problems into systems that stay up

A Shenzhen-based engineering team offering everything from technology consulting and custom system development to AI application delivery and long-term operations. We have built video transcoding pipelines handling millions of daily tasks, multi-currency cross-border commerce platforms, and AI assistants that people actually use every day.

CASE STUDIES

We only claim what we have actually shipped

Video transcoding systems, cross-border e-commerce platforms and enterprise AI applications — all running in production today.

Distributed Video Transcoding System

Online education / media

Rebuilt the transcoding pipeline for a platform ingesting tens of thousands of videos daily: 6× throughput, 58% lower unit cost.

  • 6×throughput increase
  • -58%unit transcoding cost
  • 99.95%job success rate
View case study

Cross-Border E-Commerce Platform

Cross-border commerce / consumer goods

Multi-country, multi-language, multi-currency DTC storefronts and middle office, integrating payments, logistics, ERP and overseas warehouses.

  • 6country sites live
  • 12×peak sale capacity
  • -70%manual order handling
View case study

Enterprise Knowledge Base AI Assistant

Enterprise software / manufacturing

Turned 120,000 documents scattered across systems into a single place to ask: 91% answer accuracy, 70% less time spent hunting for information.

  • 91%answer accuracy
  • -70%time spent searching
  • 120k+documents indexed
View case study
CAPABILITY

An engineered stack, not stitched-together outsourcing

Shared development standards, CI/CD pipelines and observability keep the system maintainable long after handover.

High-concurrency backends

Microservices, message queues, sharding and multi-level caching — proven at millions of requests per day.

Audio & video

Deep FFmpeg customization, distributed transcoding schedulers, HLS/DASH packaging and adaptive bitrate delivery.

Commerce & transactions

Multi-language storefronts, order fulfilment, payments and risk control, ERP/WMS and cross-border logistics integration.

Cloud native & ops

Docker/Kubernetes deployment, CI/CD pipelines, Prometheus monitoring and alerting that someone actually answers.

Front end & multi-platform

Admin consoles, responsive marketing sites, mini-programs and mobile apps on a shared design system.

Data & algorithms

Data warehousing, real-time reporting, search and recommendation, business metric dashboards.

Security & compliance

Hardening, permission models, encryption at rest and audit logging that satisfies internal control requirements.

AI in production

RAG knowledge bases, support copilots, content understanding and agent workflows — with eval sets, cost models and private deployment.

HOW WE WORK

A transparent four-stage delivery process

Every stage has defined deliverables and acceptance criteria, with progress and risks shared in real time.

  1. Discovery & assessment

    We map the business goal and its boundaries, then return a feature list, technical approach and budget range — typically in 3-5 business days.

  2. Design & kick-off

    Architecture, interfaces and data model are locked; prototypes and a delivery schedule follow. Contract signed, dedicated team assembled.

  3. Agile build & acceptance

    Two-week iterations with a live demo environment you can check at any time, and milestone-based acceptance.

  4. Launch & operations

    Production deployment, load testing and canary release, followed by a warranty period and an ongoing support plan.

Tell us the problem; we'll handle the rest

Software development / AI applications / technical services / consulting — bring us the hard parts.

Get in touch