Uyir Lab
Quiet signalAI that helps run City Hall
Launched 8d ago
Signal
18
Velocity
21
What this means
0%Vote pace is below typical for AI Agents.
Running at 0% of comparable launches.
20Founder Conviction Index: 20 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
8%
today
Projected end-of-day votes
2range 2–3
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
0×
24 AI Agents launches
About
Uyir Lab builds AI that talks the way people actually talk. Townline, our AI for City Hall, lets residents report 311 issues, check permits and request records in their own words and language, then files it into the systems staff already use.
AI Summary
Uyir Lab develops AI solutions for municipal services, enabling residents to report issues and request information using natural language. Their product, Townline, integrates with existing city systems to streamline communication between residents and City Hall.
Attention & discussion velocity
Not enough snapshots yet. Run the snapshot worker every 15 min to build the time-series.
Performance
Pace needs two or more snapshots. This launch has 1, so velocity and momentum read as unmeasured rather than zero.
Velocity—
not measured
Momentum—
not measured
Virality—
not measured
Engagement—
not measured
Signal sources
2 of 6 active- Launch tracking1 reading since we picked it up
- AI analysisAI Agents
- Comment intelligencethread not yet analysed
- Outside discussionnot checked — domain is a storefront or shared
- Revenue signalsno match on this domain
- Editorial scoringbelow the signal threshold for this pass
A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.