I help companies with complex businesses and heavy legacy systems turn their systems, processes, and AI into things people actually use.
I work inside your business, apply lean methodology, and keep validating the commercial assumptions with you: small steps, fast experiments, and no budget burned on features nobody uses.
| You are | Stuck on | What I do |
|---|---|---|
| Owner of a traditional business | A system nobody dares touch; docs gone; one change breaks three things | Rebuild the business model first, then refactor without stopping operations |
| Company lead | Software is bought, but the frontline still runs on Excel and chat; numbers don't reconcile | Connect process, data, and roles so work actually happens in the system |
| Leader exploring AI | No idea where AI pays off, or whether it does | Pick scenarios by role and process; ship tools used daily, not a demo |
| Founder / product lead | An idea, but no clear first step or delivery path | Positioning, first version, and a system that survives real users; validate in small steps |
| Transaction / inventory / hardware | Crashes under load; money and orders must be correct; hardware and software must ship together | High-concurrency, high-availability, consistency; device-to-cloud-to-back-office delivery |
We've rebuilt a 10+ year-old legacy system that was still running, and delivered 0-to-1 digitalization and AI transformation for a traditional company, a financial trading system, and an IoT project combining hardware and software. When a project needs more hands, my partners and I staff it as a team, not a last-minute bench.
- A first conversation, free: describe the one problem that hurts most.
- We define a path together: which assumption to test first, what to do first, what next, and roughly how long.
- Build in small steps and validate: milestone-based delivery against real business results; stop if it doesn't work, invest more only when it does.
Not a fit: pure outsourcing that copies pages and doesn't involve the business side.
- Email: tcwhvi@163.com
- WeChat: tcwhvi
- GitHub: @tcwhvi
Or scan the QR code:
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