I'm a corporate lawyer who can't read code. Over the past three months I built, with AI, a small intelligence system that collects and cross-checks information from primary sources in several languages. Over the past two weekends I pointed it at a question I cared about: how do young professionals actually live and work? Thirteen countries and regions later — the US, Japan, South Korea, Vietnam, Germany, France, the Nordics, Russia, Turkey, India, Thailand, Indonesia, the Philippines — I had a pile of findings that kept disagreeing with the standard narratives.

Now I'd like to point it at your question.

The offer works like this. You name one country and one context: an industry, a headcount, a specific decision. "Opening a 200-person electronics plant." "Hiring a 10-person sales team." "Moving the regional office." Within a week you get a briefing covering four things.

Wages and true employment cost. Benchmarks by role and city, minimum wage mechanics, and the mandatory-benefit stack — the number that surprises almost everyone who has only ever hired in one country.

Culture and management reality. Actual working-hours norms rather than statutory ones, hierarchy and feedback expectations, generational splits, and what employees say on local forums, in local languages, that never makes it into consulting decks.

Legal and compliance. Hiring and termination mechanics, overtime rules, mandatory bonuses, social contributions, contractor-versus-employee classification, visa paths. This one is my home turf.

Talent pipeline and supply-chain context. Labor supply dynamics, skill availability, the demographic clock, gig-economy absorption, infrastructure constraints on workforce planning.

Every finding ships with its source, its data year, and a confidence rating. Every country gets its strengths and its failure modes — no rankings, no cheerleading from any direction. Things I couldn't verify are labeled as gaps, because that's what they are.

And the disclaimer, because I'm a lawyer: this is structured research, not legal advice. No attorney-client relationship comes out of this exchange. For execution, engage qualified counsel in the jurisdiction. What a briefing does is make your first call with that counsel shorter.

A few findings from the corpus, as samples.

Japan now works fewer annual hours than the United States: 1,607 against 1,810 (OECD, 2023 data year). The 2019 overtime reform set a statutory ceiling of 45 hours a month in principle, with tightly limited exceptions, and overtime fell by roughly a quarter afterward (IZA, 2024). In 2026, the share of Japanese companies planning mid-career hires crossed 50% for the first time (Nikkei, 1,270 firms). The lifetime-employment system isn't dying. It's mostly dead already, and the hiring market knows it even if the commentary doesn't.

In Istanbul, average rent is 1.6 times the net minimum wage (2026 figures; rents rose 77.6% in 2025 alone). If you hire entry-level people there, your retention problem is mostly housing, not engagement programs. University-graduate emigration hit an eleven-year high at 2.2% (official statistics), while roughly half of surveyed young people say they'd leave if they could. The space between wanting to leave and leaving is your recruiting pool.

The Philippines runs its middle-class job engine on two dollar channels — about $40B from the domestic outsourcing industry and a record $39.6B in remittances from overseas workers (2025) — and both are exposed: the first to AI substitution in call-center work, the second to Middle East demand. A workforce strategy there is really an exposure-management strategy.

Each of these was cross-checked by two AI systems against original statistics in the source languages. One engine handed me a wrong youth-unemployment figure for Korea during this project — two reporting years blended together — and the cross-check caught it before publication. The correction is in my records. That's the system doing its job, and it's the main reason I trust the rest of the corpus enough to offer this.

Now the exchange part, which is the actual point. I'm not selling consulting. I want what you know. If you've hired in, managed in, or lived through one of these markets, tell me where the briefing is wrong and what it missed. Practitioners are the best red team I can find, and the method gets a little sharper with every correction.

Ground rules, so this stays workable: one country per request, one request per person, and please name a concrete decision you're facing. Don't post confidential or personal information in comments. I'll start with the first five countries and then see what the queue looks like. Briefings get published openly — there are no clients here, so there's nothing confidential to protect.

Comment or message me your country and your question. Week one starts when the first one arrives.