Information Ecosystem Analysis
How it works
Analysts spend a large share of their time reading news outlets across the political spectrum - to maintain situational awareness, prepare regular updates, and track how different political actors frame developments.
It is here that semantic search provides significant opportunities. Instead of matching exact keywords, it searches for content based on its meaning.
Analysts simply describe in plain language what they want to understand, and the system finds the relevant coverage, no matter how an issue is named or in which language it is written.
01 - Ask
The analyst picks a region and a time window, then writes the questions out in full sentences.
- The Iran–Oman track, and how it relates to the other negotiation channels
- Return or renewal of the MoU, and the wider agreement it is meant to lead to
- Military escalation and the risk of a return to war
- Trust in the United States and in Trump; the role of the Europeans
- The balance between diplomacy and deterrence
02 - Plan
A coordinating agent picks up the question and loads the regional context: the outlet landscape, who leans where politically, and how to read them. It translates the question into optimised search queries - in Farsi and in English.
03 - Search
Multiple search agents fan out in parallel - one for each slice of the Iranian media spectrum: hardline, state-aligned, moderate, reformist. Each reads its own outlets in full and takes quotes straight from the article body.
04 - Draft
Duplicate reports are removed first. The remaining coverage is then grouped around the main themes that emerged during the week, rather than fitted into a predefined structure. Those themes are ordered by their relevance and prominence in the coverage. If certain media did not cover an important story at all, the briefing notes that too.
05 - Check
Before anything reaches the analyst, a separate fact-checking agent re-reads the briefing against the sources: every quote, every citation. A claim that doesn’t hold goes back for revision.
06 - Deliver
The report arrives as a formatted Word file. Every claim is linked to the article it came from, and the source list identifies each outlet, its publication date and its place on the political spectrum. The underlying records are delivered alongside the report as structured data.
Typically within the hourSee it run