qilaidav

The stronger AI gets, the more you need someone who finds the flaws.

qilaidav is an independent software team. We build AI automation systems for cross-border growth and community operations, and we keep running them after launch. AI made writing code cheap. What stays valuable is knowing where a system will break in production, and which features are not worth building at all.

Other systems we build

Growth and lead generation

AI traffic acquisition
Multi-platform content, automated engagement and private-channel conversion.
Telegram lead monitoring
Watches public groups and turns people asking for what you sell into a scored lead list.
Telegram search engine
A search bot for groups, channels and resources.

AI business systems

AI talent management
Resume intake and parsing, talent profiles and job matching for recruiters.
AI decision system
Turns "is this worth doing?" into reviewable judgments that build up as precedents.
Knowledge base systems
Turns scattered documents, chats and research into searchable, citable team memory.

Finance and Web3

Quantitative trading system
Research, backtesting, live execution and risk control on your own servers.
TRON wallet and energy rental
Send and receive TRX and USDT-TRC20 in Telegram with automatic energy rental.

Content and video

24/7 AI live streaming
AI-generated programming that streams around the clock, fully automated.
Video watermark removal
A self-hosted AI service for footage you own or are licensed to use.

How we work

We find what AI missed

We never trust a green "passed". Every check gets tested in reverse: we plant a failure and confirm it gets caught.

Outcomes decide scope

We start from the result you need, then decide what to build and what to cut.

Done means running

Backups that restore, alerts that reach a person, documented decisions. Delivery ends when the system runs on its own.

Talk to the builders

No account managers in between. You work directly with the people who write and operate the code.

Ways to work with us

Custom build

Designed around your business, delivered as a working system with documentation.

Private deployment

Runs on your servers. Your data and accounts stay yours; source code available.

Long-term operation

We run, monitor and improve the system, or take over one that is not stable.

Performance-based

For measurable work like SEO, fees can be tied to agreed traffic or ranking targets.

Tell us the result you want

Describe your business, where it stands and what you want to achieve. We will reply with an honest first assessment: whether it can be done, how, and what we would not recommend. English or Chinese is fine.

[email protected]