Technology for Good
We help enterprise and public-sector teams turn frontier AI and engineering into systems that run reliably in the field — ecology, health, the built environment.
Computer vision · multimodal LLMs · edge sensing
One mission, three tracks
Different fields, one purpose — let frontier technology land for good.
Ecology & Environment
Fish-passage & fish-lift monitoring, underwater species recognition (optical + stereo vision + sonar fusion), habitat protection and stock surveys — deployed at nearly ten hydropower stations in Southwest China; contributor to industry technical standards.
Health & Medicine
With a top-tier Asian neurosurgery research institute, we built remote intelligent assessment of facial palsy (invention patent); plus market research and planning for medical-device firms.
Green Building & Engineering IT
Intelligent drawing-review systems, prefabricated low-rise wall panels, construction-waste recycling; international work spanning a North-American state materials database, neural-network acceleration for a national highway program, reanalysis climate-data QC, and public-space design in Singapore.
Let's open up the hard parts
We'd rather start from the engineering itself. Here are a few directions we're going deep on — if any fits your scenario, let's talk.
What you see
is the tip of the iceberg
For over a decade we've taken AI and engineering to the front lines of great rivers. Much of it is under confidentiality — so here we show only its reality and scale.
Hand the hard problems to a team that's been tested
From national credentials to front-line delivery, from algorithm to deployment — we own the outcome.
National credentials
High-Tech & software enterprise, invention patent, industry-standard contributor — credible and compliant.
10+ years on the front line
From great rivers to top hospitals — real problems, really delivered, really running.
Full-stack, in-house
Algorithms, hardware and platform built end-to-end — fewer pitfalls, easier to integrate.
Privacy & compliance first
Local-first and data-secure — peace of mind comes first.
From a real problem to production
We move in small, fast steps — scope the feasibility first, then make it run on your data and your site.
Diagnose
Define the real problem and its boundaries; weigh feasibility and value together.
Prototype
Move fast in small steps — prove the core on your own data and site first.
Engineer
Algorithms, hardware and platform wired end-to-end, delivered stably.
Stay with you
Ongoing operation, iteration and tuning — we own the outcome.
Strength that holds up to scrutiny
National and industry recognition — the footnote to years of R&D and original innovation.
Third Prize · 1st “XingZhi Cup” National AI Innovation Application Competition
Hosted by MIIT · MOST · Shenzhen Municipal Government · AI for Sustainability / Ecological track
National High-Tech Enterprise
State-level recognition of sustained R&D and original innovation.
Certified Software Enterprise
Software-enterprise certification + software-product certificate (CSIA).
14 Software Copyrights
Owned IP across core algorithms and products.
Invention Patent
Granted by CNIPA in the medical-AI direction.
Eyes on the stars, feet on the ground.
We believe the best technology is gentle — it solves real problems while protecting people and nature. That is technology for good.
Built in-house, ready to use
A few handy tools distilled from deep field work — usable today, and always growing.
SuJi
Your AI second brain
Jot anything; it's auto-structured into knowledge you can question anytime. Works in the browser — thinking never gets lost.
- 1
Capture·Jot by voice or text; AI sorts it into notes, tasks, schedules or ideas.
- 2
Organize·Auto-categorized, time-aware and importance-flagged — no manual filing.
- 3
Ask·Ask in plain language; get answers drawn from your own notes, with sources.
- 4
Remind·A daily digest of what's due; overdue items grouped on their own.
structdesign
Accurate · Easy · Affordable & safe
Engineering-grade structural design software: drawings / natural-language modeling → FEM analysis → automatic rebar & drawings; built-in AI assistant, open source, local & offline.
Kanji Drop
Learn Japanese kanji by playing
Japanese-kanji learning as a gentle falling game: graded by JLPT level, learn as you play, scan to start.
EcoMonitor
Service software for environmental monitoring
Distilled from extensive field work: device discovery & management, multi-channel live preview, recording retrieval, network diagnostics and debugging.
Distilled from front-line engineering — and still growing.
Free and open, for everyone
Everyone deserves to understand AI
We built a free, open 50-question primer on large language models. A few minutes to understand the technology reshaping the world.
Typhoon Bavi live tracker
Official meteorological data, refreshed automatically: current position, forecast track, warnings and safety guidance. (In Chinese)
Bring us the hard problem
A ~30-minute technical chat to figure out whether your scenario can ship — and how.