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.
US
United States
184 actions
Intelligence for the democratic state.Argus is a software platform for parliamentary and foreign-affairs institutions. It monitors legislative action on China, Hong Kong, Taiwan and Xinjiang across 64+ jurisdictions — in near real time, with full provenance.
64+
Jurisdictions
2.4M / day
Hansard · committees · OJEU
7
Entity types tracked
98.4%
Source-cited assertions
US Congress·UK Parliament·European Parliament·Bundestag·Assemblée Nationale·Riksdagen·Folketinget·Storting·Eduskunta·Tweede Kamer·Cortes Generales·Senát · PSP·Sejm · Senat·Hellenic Parliament·Houses of the Oireachtas·Parliament of Canada·Parliament of Australia·National Diet of Japan·Legislative Yuan·National Assembly of the ROK·IPAC·US Congress·UK Parliament·European Parliament·Bundestag·Assemblée Nationale·Riksdagen·Folketinget·Storting·Eduskunta·Tweede Kamer·Cortes Generales·Senát · PSP·Sejm · Senat·Hellenic Parliament·Houses of the Oireachtas·Parliament of Canada·Parliament of Australia·National Diet of Japan·Legislative Yuan·National Assembly of the ROK·IPAC·
02 · PipelineThe intelligence loop
From Hansard to dossier in under four minutes.
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.
01 / 04
Ingest
Continuous capture of Hansard, committee, motion, written question and OJEU streams across 64 jurisdictions.
02 / 04
Normalise
Resolve speakers, parties, committees and bills to canonical entities. Translate. Dedupe. Hash to canonical IDs.
03 / 04
Score
Risk model labels Critical → Low. Position classifier scores stance on China · HK · Taiwan · Xinjiang with confidence interval.
04 / 04
Brief
Generate dossiers, daily digests and ad-hoc reports. Every claim is hyperlinked to the speech or vote that produced it.
03 · PlatformCapabilities
The operating system for legislative intelligence.
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.
Watch every floor at once.
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.
UTC
Risk
Action
Region
14:32:07
Critical
Lord Alton — Uyghur Tribunal short debate
UK · LORDS
14:30:54
High
INTA report — EU-Taiwan investment agreement
EU · EP
14:29:11
Medium
Krishnamoorthi questioning on PRC AI investment
US · HOUSE
14:27:42
High
Shoebridge moved Magnitsky amendments
AU · SEN
14:26:08
Low
C-281 returned from committee w/ amendments
CA · HOC
14:24:17
Critical
立法院 — cross-strait emergency motion adopted
TW · YUAN
14:21:55
Medium
BT 20/9412 investment screening — first reading
DE · BT
14:19:32
High
QE n° 14921 — Xinjiang clarification
FR · AN
14:17:04
Low
Sjoerdsma — HK asylum corridor amendment
NL · TK
14:14:20
Medium
岸田 議員 — Senkaku incursion frequency
JP · 国会
Knowledge Graph
Ground truth, institutionalised.
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.
|
Network Graph
Entity network view
By Type
⊕2 pinned
Drag · Scroll to zoom · Click to inspect
Entity Intelligence
Every actor, on demand.
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.
05 · DisciplineOperating principles
What we won't compromise on.
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.
I.
Every claim hyperlinked to its source.
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.
II.
Models that ship with confidence intervals.
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.
III.
The institution outlives the operator.
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.
06 · SystemArchitecture
Built like an intelligence service, not a SaaS product.
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.
Layer 06
Distribution
Web app · API · daily digest email · BIMI-signed brief · SOC webhook.
Layer 05
Application
Action feed · investigation canvas · dossier engine · IPAC suite · admin.
Layer 04
Scoring
Risk classifier · position classifier · forecasting · entity-resolution scoring.
Three independent AI engines cross-checking output.
Layer 03
Kinetic Ontology
7 entity types · 19 edge types · 183k entities · 1.4M edges. Versioned schema.
Layer 02
Normalisation
NER · entity resolution · MT · canonical ID minting · provenance hashing.
Layer 01
Ingestion
64 source connectors · Hansard · committees · written Qs · OJEU · IPAC feeds.
Yours, not ours.
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.
SOC 2 Type II
In progress
ISO 27001
In progress
FedRAMP Moderate
In progress
Air-gap deployable
On-prem
Customer-held KMS
AWS · GCP · Azure
Immutable audit log
WORM · 7yr
UK MoD JAGGAER One Registered Supplier · Restricted access
Software for institutions that cannot afford to be wrong.
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.
Evaluation terms · Q2 2026
Trial length30 days
Seats includedUp to 6
JurisdictionsAll 64
DeploymentTenant in your VPC
Onboarding5 business days
Status● Accepting Q2 cohort
07 · CompanyAbout
KL Leung Holdings
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.
klleungholdings.com →Also from KL Leung Holdings · Cadmus