There are 246 Arabic-language investigative reports on Iraqi defence procurement in this dataset right now. The number in your ESG rating: zero. What ratings agencies miss — and why the gap is structural, not accidental.
There are 246 Arabic-language investigative reports on Iraqi defence procurement sitting in our dataset right now.
The number in your ESG rating: zero.
This is not a data quality problem. It is not a coverage lag. It is a structural blind spot — one that has been priced into the market for years, and one that is becoming harder to ignore as defence procurement moves east, south, and into languages that ratings agencies do not read.
They cover what is legible — English-language disclosures, Western regulatory filings, annual reports, Bloomberg data feeds. The methodology is published. The limitations are acknowledged, in footnotes, in the way that limitations usually are.
The problem is that the events that actually move defence sector valuations do not wait for English-language coverage.
A procurement corruption allegation in Baghdad breaks in Arabic on a Tuesday. The English wire picks it up, if it picks it up at all, three weeks later. The ESG rating reflects it, maybe, twelve months after that.
"The investor managing risk against the ESG signal is not managing risk. They are reading the post-mortem."
Daraj Media is an independent investigative outlet based in Beirut. It covers the Arab world in Arabic. Its journalists break stories that later become formal legal proceedings — procurement corruption, Ministry of Defence budget diversions, contractor blacklistings, arms import irregularities.
Since October 2025, Horizon has ingested every Daraj report touching Iraqi defence procurement. 246 records. Classified by signal type, mapped to target companies and programmes, enriched with ticker references where a listed contractor is identifiable, and delivered as structured data the same day it publishes.
None of this content is in a ratings database. Not because Daraj is unreliable — it regularly precedes formal legal action by months. But because reading, parsing, and structuring Arabic-language civil society journalism at scale is not something ratings agencies have built for. We have.
| Source | Language / Region | Signal Type | Records | Coverage From |
|---|---|---|---|---|
| Daraj Media | Arabic · Iraq / Arab World | Investigative Journalism | 482 | Oct 2025 |
| Sanaa Center | Arabic · Yemen | Analysis | 375 | Jan 2020 |
| Iran International | Persian · Iran | Media Report | 163 | Apr 2026 |
| Meduza Military | Russian · Russia/CIS | Investigative | 13 | 2025 |
| HKFP China | English/Cantonese · HK/China | Civil Society | 36 | 2025 |
| RFA China | Mandarin · China/Xinjiang | Media Report | 13 | 2025 |
| UHRP | Uyghur / EN · Xinjiang | Human Rights | 154 | 2025 |
| Soldiers' Mothers Russia | Russian · Russia | Conscription / Casualties | 90 | 2025 |
ESG ratings cover, with any analytical depth, roughly 20 to 30 countries.
The countries where defence procurement risk actually concentrates are not on that list.
Iraq. Yemen. Syria. Iran. Russia. Pakistan. The places where arms flow, where civilian harm is documented, where procurement contracts are challenged, where civil society organisations have been filing detailed sourced records for years — these are exactly the places where mainstream ESG infrastructure has the least coverage.
Horizon currently holds 8.26 million active signals across 277 countries. The curated human-source layer — investigative journalism, NGO monitoring, parliamentary records, civil society campaigns — runs to 17,500 records from 22 specialist organisations: AIRWARS tracking civilian harm in Iraq, Syria, Libya and Somalia; the Sanaa Center covering Yemen; PAX Netherlands on the arms trade; CAAT on UK export licences; Soldiers' Mothers Russia on conscription and casualties; the Uyghur Human Rights Project on dual-use technology exports from Xinjiang.
These organisations exist because the risk is real. They have been building the evidentiary record for years. It is now structured, deduplicated, and queryable.
The Bloomberg ESG equivalent: an aggregated country score, derived mostly from World Bank indicators, updated annually. These are not the same instrument.
Here is how a defence procurement risk event typically moves through the world — and where Horizon sits relative to the instruments most investors are currently using:
Horizon sits at week one — not because it has a crystal ball, but because the sources that capture week-one events have existed for years and nobody structured them.
Structured data. Not investment advice.
The 246 Daraj reports on Iraqi procurement do not tell you which stock to buy. They tell you that something is happening — organised, documented, credible civil society opposition to specific programmes in a specific country, right now.
What you do with that signal depends on your exposure and your own analysis. What we provide is the raw material: current, multilingual, geographically complete, and delivered before the English-language press arrives.