Jiguang LI
For two decades I've worked in enterprise-level complex business across five high-barrier sectors — telecom carriers, IoT, smart hardware, market data, and university education. I get hard things done inside complex organizations and the longest decision chains: seeing through to the essence, surfacing the real need, and driving it to execution so a complex business truly takes hold.
Numbers speak for themselves
Four capabilities, not four job titles
Insight
Beneath the surface of data and demand lies an industry's true direction and a business's real underlying need. Two decades across five high-barrier sectors trained not just a knack for reading people, but the eye that pierces through the surface to the commercial essence and the core tension of a business — seeing which way an industry is heading, where a business is stuck, and why a decision is really made.
Solutioning
I turn what I see into solutions clients actually buy. No feature-stacking, no price war — instead I follow the business's real tension and design a path the other side nods to on its own, weaving my capability into what they already have to do.
Building
I build self-sustaining systems from zero to one — teams, channels, sales funnels, assembled from scratch and made to run. I'm a builder, not a maintainer.
Reuse
Sectors may look different, but underneath is one methodology about people, decisions and value. It isn't a fluke that works in just one industry; it's been proven across radically different battlefields — transferable, and that's what stands the test of time.
AI is my second engine
I study and apply AI tools hands-on. I use leading large language models and agent platforms as real production tools — cutting cost and raising efficiency, so one person's productivity does the work of a whole team.
Workflow
Using leading LLMs and agent platforms, I build automated workflows and lightweight apps, handing the repetitive work to AI.
Prompting
I'm deep into prompt engineering, so AI gives me outcomes I can actually use — not chatter that evaporates the moment we're done.
Multimodal
AI short films, fiction, images — generated end to end. Creative work no longer gets stuck on tooling; from idea to finished piece is a single prompt away.
Leverage
Using AI for analysis, creation, and cross-domain business growth — turning the tech dividend into real, measurable results.
Tech is being democratized right now — AI won't replace people, it just makes the people who use it stronger.
By the way — this very page was built with AI.
Why
me
- 01Twenty years spent mastering one craft, and getting better at it every year. That kind of depth is rare — I'm not someone who keeps switching lanes.稀缺的持续深耕，不是频繁换跑道的人。
- 02One transferable core methodology. It holds across radically different sectors — a system, not a coincidence.在跨度极大的赛道里都成立，是体系，不是偶然。
- 03I bring my own ecosystem to the table — carriers, hardware, IoT, education. I am a partner who shows up with resources, not a lone salesperson.是能带资源入场的合作方，不是光杆销售。
Lasting partnerships are won by thinking the client's problem through to the end — not by undercutting on price.
The kind of organizations I've worked with
Complex deals deserve a conversation.
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