Track every person, organization, and project across city government.
The same developer, contractor, or council member shows up across different meetings, committees, and years. Municue identifies every entity mentioned in municipal proceedings and builds cross-referenced profiles with activity timelines and financial involvement.
People
Council members, city staff, applicants, public speakers
Organizations
Agencies, companies, nonprofits, law firms
Projects
Capital projects, initiatives, programs
Departments
City departments, divisions, boards
How Entity Tracking works
Identify entities
AI reads every agenda item and press release, extracting names of people, organizations, departments, and projects.
Classify and deduplicate
Entities are typed (person, org, department, project), merged across name variations, and linked to their mentions.
Build timelines
Every entity gets an activity timeline showing where they appeared, in which committees, and with what financial amounts.
Map relationships
Entities that co-occur in the same agenda items are linked. See who works with whom and on which topics.
The entity database
Real numbers from Dallas, TX — growing with every meeting.
1,040+
Entities tracked
Across Dallas
4
Entity types
People, Orgs, Projects, Depts
110+
Meetings cross-referenced
Activity timelines
8,500+
Monthly searches
For tracked entity names
What you can do with entity data
Due diligence
Search for a developer, contractor, or firm before a deal. See their full municipal activity history, financial involvement, and which committees they've appeared before.
Lobbying intelligence
Track council members' meeting appearances, committee assignments, and vote patterns. Understand who champions which issues.
Investigative journalism
Follow entity relationships across time. See which organizations repeatedly appear together, who receives the largest contracts, and where money flows.
Project monitoring
Track capital projects from proposal through approval to implementation. See every meeting where a project was discussed and every financial authorization.
See how this helps your role
Explore real entity profiles
Browse 1,040+ tracked entities in Dallas — people, organizations, departments, and projects with full activity timelines.