For companies

Market data and client portfolios rarely line up

Banks, funds, insurers and advisory firms that follow the Uzbek market gather data from several sources. The formats differ and there is no shared identifier.

Where the time goes

Sources that do not share a key

The same company or bond appears under different names and codes on different sites, so matching is manual.

Reports rebuilt every period

Each report is assembled again from files and portals, and two people can reach two different totals.

Limits checked by hand

Investment limits and internal policy are kept in documents and tested against portfolios one at a time.

Data shared as files

Numbers travel by email and shared folders, so it is hard to say which version is current.

Three questions worth asking

  • Could a colleague rebuild last quarter's report from the same sources and get the same result?
  • Is there one place where the source and date of each figure can be checked?
  • How long does it take to see whether a portfolio is inside its limits?
Market data that does not line up · Finmind