Methods and observations on compliance, expansion, and AI.
We write up the questions that recur across cross-border projects, as reusable judgment for teams.
Launching AI across countries: draw an 'obligation map' first
The same AI feature may be free, label-required, approval-required, or banned across countries. Map it before launch.
Read more →An AI incident response plan: decide who does what before it goes wrong
A model outputs illegal content, leaks data, or causes harm — how fast you handle an AI incident usually depends on the plan you made beforehand.
Read more →Bias testing isn't just ethics — it's legal evidence of 'due care'
When an algorithmic decision is challenged as discriminatory, whether you have systematic bias-testing records can be the dividing line on liability.
Read more →License traps in open models: not every 'open source' allows commercial use
Many popular models carry usage restrictions. Reading them before launch is far cheaper than changing course after.
Read more →Practice review: advertising compliance in overseas influencer marketing
Using overseas influencers without labeling 'ad' can violate local advertising law. A marketing-compliance review.
Read more →AI voice cloning and likeness rights: the boundary for global products
Synthesizing someone's voice looks like a mere technical capability, yet it can touch personality and publicity rights.
Read more →Selling AI to enterprises: governance evidence sets your deal speed
Enterprise AI buyers ask a full set of governance questions. Preparing the evidence in advance can cut months from the sales cycle.
Read more →Practice review: one arbitration clause that decided the cost of a dispute
The most overlooked part of a cross-border contract is often the dispute-resolution clause. Reviewing the logic of governing law and seat.
Read more →A compliance map for facial recognition: from consent to bans
From explicit consent to outright bans in specific settings, the regulatory intensity of facial recognition varies enormously.
Read more →Ready to move your expansion forward?
Tell us your target markets, industry, and timeline — we'll give you a clear first step.