Argus runs an unbroken chain of custody from raw parliamentary text to scored, source-cited briefings. Every assertion the platform makes can be opened back to its primary source — speech, vote, motion or filing.
Each Argus surface — monitoring, knowledge graph, forecasting, dossiers, IPAC — operates on the same canonical entity model. Pivot from a Westminster speech to a EU vote to a New Delhi filing without losing context.
Argus ingests Hansard, committee transcripts, motion text, written questions and ministerial statements as they're published — typically within 90 seconds of release. Every action is canonicalised, scored, and pushed into the action feed.
Persons, parties, committees, bills, votes, organisations and jurisdictions sit in a single canonical graph. Run two-hop queries against an MP's vote history, the bills they sponsor and the committees that scrutinise them — without joining anything by hand.
The forecasting model issues calibrated vote-pass probabilities, motion uplift estimates and coalition stability scores — back-tested against a 12-year corpus. Confidence intervals shipped with every prediction.
Open any MP, committee, party or bill and Argus assembles a live dossier — positions, votes, statements, sponsorships and second-degree relationships — every claim cited back to a primary source.
Argus ships a dedicated IPAC Intelligence Suite — synchronised joint-statement drafting, cross-jurisdiction motion tracking, and a shared briefing book accessible to alliance members across 35 parliaments.
A canonical entity graph — persons, organisations, legislation, topics, locations, events and sanctions resolved across languages and jurisdictions. Drag a node to inspect; scroll to zoom; click to load its dossier.
Open any entity to assemble a live dossier — positions, votes, sponsorships, second-degree relationships, media coverage and social signal. Every claim cited back to a primary source. Click a node above to begin.
Argus is built for analysts who will be cited in front of select committees. The platform is opinionated where it has to be: provenance, precision and accountability are not configurable.
No abstractive summarisation that severs a sentence from the speech that produced it. Hover any assertion in Argus and the underlying Hansard line opens — including video timestamp where available.
No bare percentages. Every score — risk, position, vote-pass — arrives with a calibration band and the back-test it was measured against. You can argue with the model. You can't be misled by it.
Argus is air-gappable, on-prem deployable, and exportable to PDF and CSV in one click. The intelligence is yours. The platform is just the apparatus.
Argus is a six-layer stack: ingestion, normalisation, ontology, scoring, application, distribution. Each layer is independently versioned, independently auditable, and can be replaced without touching the others.
Every Argus deployment runs in a tenant the customer controls — your VPC, your KMS, your audit log. No data leaves the boundary. The ontology and scoring weights are versioned artifacts you can pin and re-run against.
Argus is the first tool we've used that lets a four-person research desk punch above the weight of a national legislative library. Nothing slips by it.
Argus is sold to parliamentary research services, foreign affairs ministries, and accredited civil-society institutions. We don't run free trials. We run a 30-day evaluation against your live workflow, with a named engineer.
KL Leung Holdings is a full-self-driving enterprise platform company. Argus is a platform joint venture with the Inter-Parliamentary Alliance on China, delivering parliamentary intelligence to institutions across 64 jurisdictions.
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