RAQEB Initiative

Deploy. Monitor. Verify. Make it public.

An open platform for monitoring online electoral discourse — where AI surfaces signals, humans verify them against the law, and verified findings become a public record. Free for any organization to adopt.

RAQEB dashboard showing media outlets, elections oversight, and recent incidents
The information problem

Democracies are watched by institutions built for a slower world.

Electoral law assumes information travels at the speed of broadcast. It doesn't. Online manipulation spreads faster than any monitoring body can verify, coordinated networks operate below the threshold of notice, and by the time a pattern is named, it has already done its work.

DisinformationCoverage biasSilence-period breachesCoordinated networksManipulated media

In every election, the window to act closes before the pattern is seen.

One platform. The whole monitoring stack.

Media monitoring, social analysis, electoral oversight, and misinformation detection — integrated, verified, and public. Tour the platform any adopting organization will deploy.

Dashboard Overview

Electoral monitoring overview — stats, Lebanon district map, and breach intensity panel

The whole picture at a glance. Live counts of open, investigating, and verified items across every channel you monitor.

Media Outlets

Media outlets monitoring — actor coverage share bar chart and topic coverage donut

Track coverage, tone, and regulatory breaches across TV and press during campaign and silence periods.

Social Media

Social media monitoring — narrative trends and active misinformation alert list

Surface narratives, coordinated networks, and inauthentic behavior across public social platforms and messaging channels.

Elections Oversight

Elections oversight — possible-breach stats, issues timeline, and possible-breach feed

Observer-led monitoring of election-day and process breaches, from public-resource misuse to administrative violations.

Misinformation Hub

Misinformation hub — verified false claims with AI impact scores and fact-check detail

Catch manipulated media and false claims early, with AI confidence scoring and a clear path to verification.

Built on a clear methodology

From raw signal to verified finding.

A four-stage pipeline that combines licensed data access, multilingual AI detection, and rigorous human review — designed so nothing is published without people standing behind it.

01

Ingest

Licensed access to major platforms (Meta, X) and public broadcast feeds. Content is pulled in structured batches and normalized into an isolated per-deployment dataset.

02

Classify

Multilingual AI models, trained on electoral law, framing guidelines, and known issue patterns, surface potential issues and assign confidence scores.

03

Verify

Items are routed to trained reviewers based on AI confidence, severity, sensitivity, and issue type. Reviewers work under documented framing and verification guidelines; senior reviewers handle escalations.

04

Publish

Verified findings appear in the public monitoring dashboard with evidence, sources, and a full audit trail.

Licensed data accessMultilingual AI (AR · EN · FR)Qualified language by designHuman-in-the-loop verificationFull audit trailOpen methodology

Findings are data-driven analysis, not legal judgments. Raqeb is non-partisan and operated by independent civil society. Findings may be updated as evidence develops.

Read the full methodology

Who deploys RAQEB.

In pace with the cycle. Built for any organization with a mandate to make elections more transparent — wherever they operate.

Election commissions

Election commissions

Their focus:

  • Independent oversight of campaign-period media compliance
  • Documented record of breaches, mapped to electoral law
  • Evidence to enforce regulations and inform reform of electoral rules
Talk to us about deployment

Bring RAQEB to your election.

An open platform for electoral integrity — free for qualified organizations. Apply, onboard, and deploy ahead of your next campaign cycle.

A SmartGov Société Civile initiative for electoral transparency.