About this research and its author

Alexandr Valuev built this research as an open, reproducible alternative to the Big-4 frontier-market opportunity reports that cost six figures and disappear into a PDF. Every prompt, every script, every quality gate is public. Every claim is typed. Every error is named.

Who is the author?

Alexandr Valuev is an independent researcher focused on B2G market intelligence in Central Asia. Reachable at valuev.alexandr@gmail.com · LinkedIn · GitHub.

Why build this?

Standard B2G consultancies tell you "the Ministry of Digital Development is leading AI strategy" — useless for capture. This site tells you the deputy minister responsible for AI procurement, their LinkedIn, the donor programme co-financing their pipeline, the decree authorising their budget, the half-life remaining on that decree, the closest global precedent, and the named pitch hook that maps to their published commitment. And when something is wrong, the Honesty page says so.

How is this different from a Big-4 report?

• Open. Apache 2.0. Clone, fork, rerun.
• Typed. Eight record types with foreign-key integrity. The data is a knowledge graph, not a stack of slides.
• Reproducible. Total runtime ten hours, total paid OpenRouter under twenty dollars. The pipeline is one make run away.
• Adversarial. Wave 5 finds at least three HIGH-severity issues. In this run it caught four wrong Tier-1 identities — corrected, sourced, and named in Honesty.
• Localised. Fifty-three percent of sources are Russian-language. Cyrillic content carries proper lang attribution.

What is the refresh cadence?

Quarterly. Each refresh re-runs Waves 1, 2, and 5 and incrementally extends Waves 3, 4, and 6. Releases are tagged on GitHub with the data vintage. Subscribe to the Atom feed or watch the repository for releases.

How can I help?

Open an issue with a research correction if you spot wrong data — wrong decree number, stale role, missing donor programme. Open a PR if you want to extend the schema, add an agent, or improve a renderer. Both are welcome.

Privacy and ethics

This site never publishes private contact details — phone numbers, home addresses, personal email — for any named individual. It never speculates on political loyalties; only documented public positions. The private outreach kits with warm-intro paths and diaspora-flagged advisors live only in a contributor vault, not on the public site.

Funding and conflicts of interest

This research is self-funded. Alexandr Valuev has no current vendor or donor mandate dependent on its findings. The site lists no advertising and accepts no sponsorship.

@misc{valuev26cab2g,
  author = {Valuev, Alexandr},
  title  = {Central Asia B2G Intelligence: About Alexandr Valuev and this research},
  year   = {2026},
  url    = {https://avaluev.github.io/ca-b2g-research/about/},
  note   = {Data vintage 2026-05, Apache 2.0}
}