Work
Research, automation, decision support, and the small systems that make a working day calmer and more focused.
WORKFLOWSAn independent AI field journal
I test AI in real life.
Then share what actually works.
BWAI LAB follows the honest process of applying AI to work, creativity, business, and everyday life—through practical experiments, useful systems, and lessons from what did not work.
BUILD WITH
AI
Observe · Build · Share
01Real problem
02Working prototype
03Honest lesson
Learn by building
AI beyond the demo
I care about what happens after the exciting first result: where a tool saves time, where it creates new work, and how it fits into a dependable system.
Create
From an idea to images, video, writing, and prototypes—while keeping taste and authorship in human hands.
CREATIVE PRACTICELive
Experiments with learning, planning, personal knowledge, and technology that earns a useful place in daily life.
EVERYDAY AICurrent build
Sovino
An automation and research workspace being developed for ecommerce sellers.
Sovino brings product signals, supporting evidence, and repeatable operating workflows into one place so a seller can move from research to a clearer decision with fewer manual steps.
Data connections are added through official APIs, public datasets, or access explicitly authorized by the account owner. Every signal keeps its source, capture time, and practical limits.
Independent product in active development
The method
Curious, practical, transparent.
- 01
Start with a real task
Each experiment begins with a problem that exists outside the AI tool.
- 02
Build the smallest useful system
I connect tools to a workflow and observe the tradeoffs in normal use.
- 03
Share the evidence
The result includes the useful parts, limitations, costs, and what I would change next.
Follow the experiments