Glaucon
A multi-agent government relations research system, built for teams whose decisions depend on knowing what policy is about to do.
- Government Operations
- Built at Edwards School of Business, University of Saskatchewan
- Multi-AgentRetrievalEntity ResolutionPython
60%
Reduction in preparation time
Government relations still runs on manual reading.
Policy moves through committees, consultations, filings, and transcripts faster than any team can read it. Analysts spend their week finding the documents that matter and have very little week left for judgement. By the time a position paper is drafted, the decision window has usually moved.
- 01
Ingest the public record
Legislative texts, committee proceedings, consultations, and public filings are pulled continuously and normalised into a single searchable corpus.
- 02
Resolve entities and stakeholders
People, offices, committees, and organisations are linked across documents so a name in a transcript connects to the file it belongs to.
- 03
Research against the corpus
Analysts ask real research questions and receive answers grounded in cited source documents rather than model recall.
- 04
Surface what changed
Movement on a tracked file raises a signal, so the team reads because something happened, not on a schedule.
- 01
Sources
Legislative registers, committee records, consultations, public filings
- 02
Ingestion
Scheduled collection, normalisation, deduplication, change detection
- 03
Knowledge
Entity resolution, stakeholder graph, document embeddings, citations
- 04
Reasoning
Coordinated research agents with source attribution
- 05
Surface
Research workspace, stakeholder views, tracked-file alerts
Research time moves from finding documents to forming a position.
Measured in deployment: 60% reduction in preparation time.
Every answer carries its source, so it survives internal review.
Citation coverage is a product guarantee, verifiable in the interface.
Stakeholder maps stay current instead of ageing in a slide deck.
PILOT MEASUREMENT REQUIRED: staleness of stakeholder records over a quarter.
- Continuous legislative and consultation monitoring
- Entity and stakeholder resolution across sources
- Retrieval-grounded research with citations
- Tracked-file change detection and alerting
- Multi-jurisdiction corpus support
- Export to briefing and position-paper formats
Government relations leads
Tracking legislation across multiple jurisdictions at once.
Policy analysts
Building evidence for a position before a consultation closes.
Public affairs teams
Mapping which stakeholders actually influence a given file.
Strategy and regulatory counsel
Assessing exposure before a rule is finalised.
This page does not fabricate product imagery. The slots below are reserved at their final dimensions and name exactly what is needed.
Glaucon main dashboard, signed out of any client data.
Research screen mid-query, with a cited answer visible.
Stakeholder intelligence view showing the entity graph.
Sixty to ninety seconds, one research question start to finish.